| 2018 | A Challenge Set and Methods for Noun-Verb Ambiguity. Ali El-Kahky, Kellie Webster, Daniel Andor, Emily Pitler |
| 2018 | A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang |
| 2018 | A Computational Exploration of Exaggeration. Enrica Troiano, Carlo Strapparava, Gözde Özbal, Serra Sinem Tekiroglu |
| 2018 | A Dataset for Document Grounded Conversations. Kangyan Zhou, Shrimai Prabhumoye, Alan W. Black |
| 2018 | A Dataset for Telling the Stories of Social Media Videos. Spandana Gella, Mike Lewis, Marcus Rohrbach |
| 2018 | A Deep Neural Network Sentence Level Classification Method with Context Information. Xingyi Song, Johann Petrak, Angus Roberts |
| 2018 | A Deterministic Algorithm for Bridging Anaphora Resolution. Yufang Hou |
| 2018 | A Discriminative Latent-Variable Model for Bilingual Lexicon Induction. Sebastian Ruder, Ryan Cotterell, Yova Kementchedjhieva, Anders Søgaard |
| 2018 | A Fast, Compact, Accurate Model for Language Identification of Codemixed Text. Yuan Zhang, Jason Riesa, Daniel Gillick, Anton Bakalov, Jason Baldridge, David Weiss |
| 2018 | A Framework for Understanding the Role of Morphology in Universal Dependency Parsing. Mathieu Dehouck, Pascal Denis |
| 2018 | A Genre-Aware Attention Model to Improve the Likability Prediction of Books. Suraj Maharjan, Manuel Montes-y-Gómez, Fabio A. González, Thamar Solorio |
| 2018 | A Graph-Theoretic Summary Evaluation for Rouge. Elaheh Shafieibavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen |
| 2018 | A Hierarchical Neural Attention-based Text Classifier. Koustuv Sinha, Yue Dong, Jackie Chi Kit Cheung, Derek Ruths |
| 2018 | A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check. Dingmin Wang, Yan Song, Jing Li, Jialong Han, Haisong Zhang |
| 2018 | A Knowledge Hunting Framework for Common Sense Reasoning. Ali Emami, Noelia De La Cruz, Adam Trischler, Kaheer Suleman, Jackie Chi Kit Cheung |
| 2018 | A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension. Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin |
| 2018 | A Neural Local Coherence Model for Text Quality Assessment. Mohsen Mesgar, Michael Strube |
| 2018 | A Neural Model of Adaptation in Reading. Marten van Schijndel, Tal Linzen |
| 2018 | A Neural Transition-based Model for Nested Mention Recognition. Bailin Wang, Wei Lu, Yu Wang, Hongxia Jin |
| 2018 | A Nil-Aware Answer Extraction Framework for Question Answering. Souvik Kundu, Hwee Tou Ng |
| 2018 | A Probabilistic Annotation Model for Crowdsourcing Coreference. Silviu Paun, Jon Chamberlain, Udo Kruschwitz, Juntao Yu, Massimo Poesio |
| 2018 | A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images. Melissa Ailem, Bowen Zhang, Aurélien Bellet, Pascal Denis, Fei Sha |
| 2018 | A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding. Changliang Li, Liang Li, Ji Qi |
| 2018 | A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun |
| 2018 | A Span Selection Model for Semantic Role Labeling. Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto |
| 2018 | A Stable and Effective Learning Strategy for Trainable Greedy Decoding. Yun Chen, Victor O. K. Li, Kyunghyun Cho, Samuel R. Bowman |
| 2018 | A State-transition Framework to Answer Complex Questions over Knowledge Base. Sen Hu, Lei Zou, Xinbo Zhang |
| 2018 | A Study of Reinforcement Learning for Neural Machine Translation. Lijun Wu, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu |
| 2018 | A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation. Jingyuan Li, Xiao Sun |
| 2018 | A Teacher-Student Framework for Maintainable Dialog Manager. Weikang Wang, Jiajun Zhang, Han Zhang, Mei-Yuh Hwang, Chengqing Zong, Zhifei Li |
| 2018 | A Tree-based Decoder for Neural Machine Translation. Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig |
| 2018 | A Unified Syntax-aware Framework for Semantic Role Labeling. Zuchao Li, Shexia He, Jiaxun Cai, Zhuosheng Zhang, Hai Zhao, Gongshen Liu, Linlin Li, Luo Si |
| 2018 | A Visual Attention Grounding Neural Model for Multimodal Machine Translation. Mingyang Zhou, Runxiang Cheng, Yong Jae Lee, Zhou Yu |
| 2018 | A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification. Mounica Maddela, Wei Xu |
| 2018 | A dataset and baselines for sequential open-domain question answering. Ahmed Elgohary, Chen Zhao, Jordan L. Boyd-Graber |
| 2018 | A strong baseline for question relevancy ranking. Ana Valeria González-Garduño, Isabelle Augenstein, Anders Søgaard |
| 2018 | AD3: Attentive Deep Document Dater. Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha P. Talukdar |
| 2018 | APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning. Yang Gao, Christian M. Meyer, Iryna Gurevych |
| 2018 | Abstractive Text-Image Summarization Using Multi-Modal Attentional Hierarchical RNN. Jingqiang Chen, Hai Zhuge |
| 2018 | Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt |
| 2018 | Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations. Aditi Chaudhary, Chunting Zhou, Lori S. Levin, Graham Neubig, David R. Mortensen, Jaime G. Carbonell |
| 2018 | Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization. Logan Lebanoff, Kaiqiang Song, Fei Liu |
| 2018 | Adaptive Document Retrieval for Deep Question Answering. Bernhard Kratzwald, Stefan Feuerriegel |
| 2018 | Adaptive Multi-pass Decoder for Neural Machine Translation. Xinwei Geng, Xiaocheng Feng, Bing Qin, Ting Liu |
| 2018 | Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification. Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier |
| 2018 | Addressing Troublesome Words in Neural Machine Translation. Yang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, Hua Wu |
| 2018 | Adversarial Domain Adaptation for Duplicate Question Detection. Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov |
| 2018 | Adversarial Evaluation of Multimodal Machine Translation. Desmond Elliott |
| 2018 | Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen |
| 2018 | Adversarial Removal of Demographic Attributes from Text Data. Yanai Elazar, Yoav Goldberg |
| 2018 | Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification. Ryo Masumura, Yusuke Shinohara, Ryuichiro Higashinaka, Yushi Aono |
| 2018 | Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism. Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu |
| 2018 | Adversarial training for multi-context joint entity and relation extraction. Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder |
| 2018 | AirDialogue: An Environment for Goal-Oriented Dialogue Research. Wei Wei, Quoc V. Le, Andrew M. Dai, Jia Li |
| 2018 | An AMR Aligner Tuned by Transition-based Parser. Yijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu |
| 2018 | An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun |
| 2018 | An Encoder-Decoder Approach to the Paradigm Cell Filling Problem. Miikka Silfverberg, Mans Hulden |
| 2018 | An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking. Yang Yang, Deyu Zhou, Yulan He |
| 2018 | An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing. Aaron Smith, Miryam de Lhoneux, Sara Stymne, Joakim Nivre |
| 2018 | Analyzing Correlated Evolution of Multiple Features Using Latent Representations. Yugo Murawaki |
| 2018 | Annotation of a Large Clinical Entity Corpus. Pinal Patel, Disha Davey, Vishal Panchal, Parth Pathak |
| 2018 | Answer-focused and Position-aware Neural Question Generation. Xingwu Sun, Jing Liu, Yajuan Lyu, Wei He, Yanjun Ma, Shi Wang |
| 2018 | Associative Multichannel Autoencoder for Multimodal Word Representation. Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2018 | Attention-Based Capsule Network with Dynamic Routing for Relation Extraction. Ningyu Zhang, Shumin Deng, Zhanling Sun, Xi Chen, Wei Zhang, Huajun Chen |
| 2018 | Attention-Guided Answer Distillation for Machine Reading Comprehension. Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou |
| 2018 | Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su |
| 2018 | Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning. Chen Shi, Qi Chen, Lei Sha, Sujian Li, Xu Sun, Houfeng Wang, Lintao Zhang |
| 2018 | Auto-Encoding Dictionary Definitions into Consistent Word Embeddings. Tom Bosc, Pascal Vincent |
| 2018 | Automatic Detection of Vague Words and Sentences in Privacy Policies. Logan Lebanoff, Fei Liu |
| 2018 | Automatic Essay Scoring Incorporating Rating Schema via Reinforcement Learning. Yucheng Wang, Zhongyu Wei, Yaqian Zhou, Xuanjing Huang |
| 2018 | Automatic Event Salience Identification. Zhengzhong Liu, Chenyan Xiong, Teruko Mitamura, Eduard H. Hovy |
| 2018 | Automatic Poetry Generation with Mutual Reinforcement Learning. Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Wenhao Li |
| 2018 | Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach. Thuy-Trang Vu, Gholamreza Haffari |
| 2018 | Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries. Tsutomu Hirao, Hidetaka Kamigaito, Masaaki Nagata |
| 2018 | Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point. Liane Guillou, Christian Hardmeier |
| 2018 | BLEU is Not Suitable for the Evaluation of Text Simplification. Elior Sulem, Omri Abend, Ari Rappoport |
| 2018 | Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation. Marzieh Fadaee, Christof Monz |
| 2018 | BanditSum: Extractive Summarization as a Contextual Bandit. Yue Dong, Yikang Shen, Eric Crawford, Herke van Hoof, Jackie Chi Kit Cheung |
| 2018 | Bayesian Compression for Natural Language Processing. Nadezhda Chirkova, Ekaterina Lobacheva, Dmitry P. Vetrov |
| 2018 | Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity. Xinnuo Xu, Ondrej Dusek, Ioannis Konstas, Verena Rieser |
| 2018 | Better Transition-Based AMR Parsing with Refined Search Space. Zhijiang Guo, Wei Lu |
| 2018 | Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter. Lijun Wu, Xu Tan, Di He, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu |
| 2018 | Bootstrapping Transliteration with Guided Discovery for Low-Resource Languages. Shyam Upadhyay, Jordan Kodner, Dan Roth |
| 2018 | Bottom-Up Abstractive Summarization. Sebastian Gehrmann, Yuntian Deng, Alexander M. Rush |
| 2018 | Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation. Yilin Yang, Liang Huang, Mingbo Ma |
| 2018 | Bridging Knowledge Gaps in Neural Entailment via Symbolic Models. Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Peter Clark |
| 2018 | Building Context-aware Clause Representations for Situation Entity Type Classification. Zeyu Dai, Ruihong Huang |
| 2018 | CARER: Contextualized Affect Representations for Emotion Recognition. Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, Junlin Wu, Yi-Shin Chen |
| 2018 | CLUSE: Cross-Lingual Unsupervised Sense Embeddings. Ta-Chung Chi, Yun-Nung Chen |
| 2018 | CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization. Semih Yavuz, Chung-Cheng Chiu, Patrick Nguyen, Yonghui Wu |
| 2018 | Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering. Todor Mihaylov, Peter Clark, Tushar Khot, Ashish Sabharwal |
| 2018 | Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting. Dirk Hovy, Christoph Purschke |
| 2018 | Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier |
| 2018 | Cascaded Mutual Modulation for Visual Reasoning. Yiqun Yao, Jiaming Xu, Feng Wang, Bo Xu |
| 2018 | Causal Explanation Analysis on Social Media. Youngseo Son, Nipun Bayas, H. Andrew Schwartz |
| 2018 | Challenges of Using Text Classifiers for Causal Inference. Zach Wood-Doughty, Ilya Shpitser, Mark Dredze |
| 2018 | Characterizing Interactions and Relationships between People. Farzana Rashid, Eduardo Blanco |
| 2018 | Chargrid: Towards Understanding 2D Documents. Anoop R. Katti, Christian Reisswig, Cordula Guder, Sebastian Brarda, Steffen Bickel, Johannes Höhne, Jean Baptiste Faddoul |
| 2018 | Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet. Yafang Huang, Hai Zhao |
| 2018 | Classifying Referential and Non-referential It Using Gaze. Victoria Yaneva, Le An Ha, Richard Evans, Ruslan Mitkov |
| 2018 | Closed-Book Training to Improve Summarization Encoder Memory. Yichen Jiang, Mohit Bansal |
| 2018 | Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences. Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | Code-switched Language Models Using Dual RNNs and Same-Source Pretraining. Saurabh Garg, Tanmay Parekh, Preethi Jyothi |
| 2018 | Coherence-Aware Neural Topic Modeling. Ran Ding, Ramesh Nallapati, Bing Xiang |
| 2018 | Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation. Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme |
| 2018 | Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms. Yubo Chen, Hang Yang, Kang Liu, Jun Zhao, Yantao Jia |
| 2018 | Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research. Haim Dubossarsky, Eitan Grossman, Daphna Weinshall |
| 2018 | Commonsense Justification for Action Explanation. Shaohua Yang, Qiaozi Gao, Sari Saba-Sadiya, Joyce Yue Chai |
| 2018 | Commonsense for Generative Multi-Hop Question Answering Tasks. Lisa Bauer, Yicheng Wang, Mohit Bansal |
| 2018 | Compact Personalized Models for Neural Machine Translation. Joern Wuebker, Patrick Simianer, John DeNero |
| 2018 | Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference. Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop. Rujun Han, Michael Gill, Arthur Spirling, Kyunghyun Cho |
| 2018 | Constituent Parsing as Sequence Labeling. Carlos Gómez-Rodríguez, David Vilares |
| 2018 | Content Explorer: Recommending Novel Entities for a Document Writer. Michal Lukasik, Richard Zens |
| 2018 | Content Selection in Deep Learning Models of Summarization. Chris Kedzie, Kathleen R. McKeown, Hal Daumé III |
| 2018 | Context and Copying in Neural Machine Translation. Rebecca Knowles, Philipp Koehn |
| 2018 | Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya |
| 2018 | Contextual Parameter Generation for Universal Neural Machine Translation. Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom M. Mitchell |
| 2018 | Controlling Length in Abstractive Summarization Using a Convolutional Neural Network. Yizhu Liu, Zhiyi Luo, Kenny Q. Zhu |
| 2018 | Conversational Decision Making Model for Predicting King's Decision in the Annals of the Joseon Dynasty. JinYeong Bak, Alice Oh |
| 2018 | Convolutional Interaction Network for Natural Language Inference. Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang |
| 2018 | Convolutional Neural Networks with Recurrent Neural Filters. Yi Yang |
| 2018 | Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content. Weiming Wen, Songwen Su, Zhou Yu |
| 2018 | Cross-Pair Text Representations for Answer Sentence Selection. Kateryna Tymoshenko, Alessandro Moschitti |
| 2018 | Cross-lingual Decompositional Semantic Parsing. Sheng Zhang, Xutai Ma, Rachel Rudinger, Kevin Duh, Benjamin Van Durme |
| 2018 | Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks. Zhichun Wang, Qingsong Lv, Xiaohan Lan, Yu Zhang |
| 2018 | Cross-lingual Lexical Sememe Prediction. Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie, Zhiyuan Liu |
| 2018 | Cross-topic Argument Mining from Heterogeneous Sources. Christian Stab, Tristan Miller, Benjamin Schiller, Pranav Rai, Iryna Gurevych |
| 2018 | Cut to the Chase: A Context Zoom-in Network for Reading Comprehension. Sathish Reddy Indurthi, Seunghak Yu, Seohyun Back, Heriberto Cuayáhuitl |
| 2018 | Data Augmentation via Dependency Tree Morphing for Low-Resource Languages. Gözde Gül Sahin, Mark Steedman |
| 2018 | DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning. Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum |
| 2018 | Decipherment of Substitution Ciphers with Neural Language Models. Nishant Kambhatla, Anahita Mansouri Bigvand, Anoop Sarkar |
| 2018 | Deconvolutional time series regression: A technique for modeling temporally diffuse effects. Cory Shain, William Schuler |
| 2018 | Decoupling Strategy and Generation in Negotiation Dialogues. He He, Derek Chen, Anusha Balakrishnan, Percy Liang |
| 2018 | Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing. Jonathan Herzig, Jonathan Berant |
| 2018 | Deep Attentive Sentence Ordering Network. Baiyun Cui, Yingming Li, Ming Chen, Zhongfei Zhang |
| 2018 | Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study. Aditya Siddhant, Zachary C. Lipton |
| 2018 | Deep Exhaustive Model for Nested Named Entity Recognition. Mohammad Golam Sohrab, Makoto Miwa |
| 2018 | Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance. Yftah Ziser, Roi Reichart |
| 2018 | Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision. Hai Wang, Hoifung Poon |
| 2018 | Deep Relevance Ranking using Enhanced Document-Query Interactions. Ryan T. McDonald, George Brokos, Ion Androutsopoulos |
| 2018 | DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers. Jesse Dunietz, Jaime G. Carbonell, Lori S. Levin |
| 2018 | Dependency-based Hybrid Trees for Semantic Parsing. Zhanming Jie, Wei Lu |
| 2018 | Depth-bounding is effective: Improvements and Evaluation of Unsupervised PCFG Induction. Lifeng Jin, Finale Doshi-Velez, Timothy Miller, William Schuler, Lane Schwartz |
| 2018 | Deriving Machine Attention from Human Rationales. Yujia Bao, Shiyu Chang, Mo Yu, Regina Barzilay |
| 2018 | Detecting Gang-Involved Escalation on Social Media Using Context. Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown |
| 2018 | Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement. Jason Lee, Elman Mansimov, Kyunghyun Cho |
| 2018 | Differentiating Concepts and Instances for Knowledge Graph Embedding. Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu |
| 2018 | Direct Output Connection for a High-Rank Language Model. Sho Takase, Jun Suzuki, Masaaki Nagata |
| 2018 | Disambiguated skip-gram model. Karol Grzegorczyk, Marcin Kurdziel |
| 2018 | Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen |
| 2018 | Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation. Ryota Hinami, Shin'ichi Satoh |
| 2018 | Disfluency Detection using Auto-Correlational Neural Networks. Paria Jamshid Lou, Peter Anderson, Mark Johnson |
| 2018 | Dissecting Contextual Word Embeddings: Architecture and Representation. Matthew E. Peters, Mark Neumann, Luke Zettlemoyer, Wen-tau Yih |
| 2018 | Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging. Barbara Plank, Zeljko Agic |
| 2018 | Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun |
| 2018 | Do explanations make VQA models more predictable to a human? Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav, Prithvijit Chattopadhyay, Devi Parikh |
| 2018 | Document-Level Neural Machine Translation with Hierarchical Attention Networks. Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson |
| 2018 | Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization. Shashi Narayan, Shay B. Cohen, Mirella Lapata |
| 2018 | Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models. Sedtawut Watcharawittayakul, Mingbin Xu, Hui Jiang |
| 2018 | Dynamic Meta-Embeddings for Improved Sentence Representations. Douwe Kiela, Changhan Wang, Kyunghyun Cho |
| 2018 | Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing. Daniel Fernández-González, Carlos Gómez-Rodríguez |
| 2018 | Effective Use of Context in Noisy Entity Linking. David Mueller, Greg Durrett |
| 2018 | Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng, Jiawei Han |
| 2018 | Embedding Multimodal Relational Data for Knowledge Base Completion. Pouya Pezeshkpour, Liyan Chen, Sameer Singh |
| 2018 | Encoding Gated Translation Memory into Neural Machine Translation. Qian Cao, Deyi Xiong |
| 2018 | End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification. Jindrich Libovický, Jindrich Helcl |
| 2018 | Entity Linking within a Social Media Platform: A Case Study on Yelp. Hongliang Dai, Yangqiu Song, Liwei Qiu, Rijia Liu |
| 2018 | Entity Tracking Improves Cloze-style Reading Comprehension. Luong Hoang, Sam Wiseman, Alexander M. Rush |
| 2018 | Entity-aware Image Caption Generation. Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang |
| 2018 | Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models. Thanapon Noraset, Doug Downey, Lidong Bing |
| 2018 | Evaluating Multiple System Summary Lengths: A Case Study. Ori Shapira, David Gabay, Hadar Ronen, Judit Bar-Ilan, Yael Amsterdamer, Ani Nenkova, Ido Dagan |
| 2018 | Evaluating Theory of Mind in Question Answering. Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Thomas L. Griffiths |
| 2018 | Evaluating the Utility of Hand-crafted Features in Sequence Labeling. Minghao Wu, Fei Liu, Trevor Cohn |
| 2018 | Event Detection with Neural Networks: A Rigorous Empirical Evaluation. John Walker Orr, Prasad Tadepalli, Xiaoli Z. Fern |
| 2018 | Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester |
| 2018 | Exploiting Contextual Information via Dynamic Memory Network for Event Detection. Shaobo Liu, Rui Cheng, Xiaoming Yu, Xueqi Cheng |
| 2018 | Exploiting Deep Representations for Neural Machine Translation. Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang |
| 2018 | Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin |
| 2018 | Exploring Optimism and Pessimism in Twitter Using Deep Learning. Cornelia Caragea, Liviu P. Dinu, Bogdan Dumitru |
| 2018 | Exploring Recombination for Efficient Decoding of Neural Machine Translation. Zhisong Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2018 | ExtRA: Extracting Prominent Review Aspects from Customer Feedback. Zhiyi Luo, Shanshan Huang, Frank F. Xu, Bill Yuchen Lin, Hanyuan Shi, Kenny Q. Zhu |
| 2018 | Extending Neural Generative Conversational Model using External Knowledge Sources. Prasanna Parthasarathi, Joelle Pineau |
| 2018 | Extracting Entities and Relations with Joint Minimum Risk Training. Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Wenting Wang, Kuang-Chih Lee, Kewen Wu |
| 2018 | Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts. Samuel Carton, Qiaozhu Mei, Paul Resnick |
| 2018 | Facts That Matter. Marco Ponza, Luciano Del Corro, Gerhard Weikum |
| 2018 | Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces. Anthony Rios, Ramakanth Kavuluru |
| 2018 | FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun |
| 2018 | Fine-Grained Emotion Detection in Health-Related Online Posts. Hamed Khanpour, Cornelia Caragea |
| 2018 | Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition. Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei, Ming Zhou |
| 2018 | Fixing Translation Divergences in Parallel Corpora for Neural MT. Minh Quang Pham, Josep Maria Crego, Jean Senellart, François Yvon |
| 2018 | Framing and Agenda-Setting in Russian News: a Computational Analysis of Intricate Political Strategies. Anjalie Field, Doron Kliger, Shuly Wintner, Jennifer Pan, Dan Jurafsky, Yulia Tsvetkov |
| 2018 | Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit. Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru, Gaurav Sahu, Vishnu Dutt Sharma, Pavankumar Satuluri, Pawan Goyal |
| 2018 | Frustratingly Easy Model Ensemble for Abstractive Summarization. Hayato Kobayashi |
| 2018 | Game-Based Video-Context Dialogue. Ramakanth Pasunuru, Mohit Bansal |
| 2018 | Generalizing Word Embeddings using Bag of Subwords. Jinman Zhao, Sidharth Mudgal, Yingyu Liang |
| 2018 | Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. Juntao Li, Yan Song, Haisong Zhang, Dongmin Chen, Shuming Shi, Dongyan Zhao, Rui Yan |
| 2018 | Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints. Ashutosh Baheti, Alan Ritter, Jiwei Li, Bill Dolan |
| 2018 | Generating Natural Language Adversarial Examples. Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani B. Srivastava, Kai-Wei Chang |
| 2018 | Generating Syntactic Paraphrases. Émilie Colin, Claire Gardent |
| 2018 | Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction. Ge Shi, Chong Feng, Lifu Huang, Boliang Zhang, Heng Ji, Lejian Liao, Heyan Huang |
| 2018 | Getting Gender Right in Neural MT. Eva Vanmassenhove, Christian Hardmeier, Andy Way |
| 2018 | Getting to "Hearer-old": Charting Referring Expressions Across Time. Ieva Staliunaite, Hannah Rohde, Bonnie L. Webber, Annie Louis |
| 2018 | Grammar Induction with Neural Language Models: An Unusual Replication. Phu Mon Htut, Kyunghyun Cho, Samuel R. Bowman |
| 2018 | Graph Convolution over Pruned Dependency Trees Improves Relation Extraction. Yuhao Zhang, Peng Qi, Christopher D. Manning |
| 2018 | GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model. Qile Zhu, Zheng Feng, Xiaolin Li |
| 2018 | Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation. Chenze Shao, Xilin Chen, Yang Feng |
| 2018 | Gromov-Wasserstein Alignment of Word Embedding Spaces. David Alvarez-Melis, Tommi S. Jaakkola |
| 2018 | Grounding Semantic Roles in Images. Carina Silberer, Manfred Pinkal |
| 2018 | Grounding language acquisition by training semantic parsers using captioned videos. Candace Ross, Andrei Barbu, Yevgeni Berzak, Battushig Myanganbayar, Boris Katz |
| 2018 | Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation. Hardy, Andreas Vlachos |
| 2018 | HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization. Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto |
| 2018 | Hard Non-Monotonic Attention for Character-Level Transduction. Shijie Wu, Pamela Shapiro, Ryan Cotterell |
| 2018 | Harnessing Popularity in Social Media for Extractive Summarization of Online Conversations. Ryuji Kano, Yasuhide Miura, Motoki Taniguchi, Yan-Ying Chen, Francine Chen, Tomoko Ohkuma |
| 2018 | Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation. Samuel Läubli, Rico Sennrich, Martin Volk |
| 2018 | Heuristically Informed Unsupervised Idiom Usage Recognition. Changsheng Liu, Rebecca Hwa |
| 2018 | Hierarchical CVAE for Fine-Grained Hate Speech Classification. Jing Qian, Mai ElSherief, Elizabeth M. Belding, William Yang Wang |
| 2018 | Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain. Yeon Seonwoo, Alice Oh, Sungjoon Park |
| 2018 | Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts. Di Jin, Peter Szolovits |
| 2018 | Hierarchical Quantized Representations for Script Generation. Noah Weber, Leena Shekhar, Niranjan Balasubramanian, Nate Chambers |
| 2018 | Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li |
| 2018 | HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering. Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning |
| 2018 | How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks. Divyansh Kaushik, Zachary C. Lipton |
| 2018 | How agents see things: On visual representations in an emergent language game. Diane Bouchacourt, Marco Baroni |
| 2018 | How to represent a word and predict it, too: improving tied architectures for language modelling. Kristina Gulordava, Laura Aina, Gemma Boleda |
| 2018 | HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding. Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha P. Talukdar |
| 2018 | Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates. Di Chen, Jiachen Du, Lidong Bing, Ruifeng Xu |
| 2018 | IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis. Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal |
| 2018 | ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann |
| 2018 | Identifying Domain Adjacent Instances for Semantic Parsers. James Ferguson, Janara Christensen, Edward Li, Edgar Gonzàlez |
| 2018 | Identifying Locus of Control in Social Media Language. Masoud Rouhizadeh, Kokil Jaidka, Laura Smith, H. Andrew Schwartz, Anneke Buffone, Lyle H. Ungar |
| 2018 | Identifying Well-formed Natural Language Questions. Manaal Faruqui, Dipanjan Das |
| 2018 | Identifying the narrative styles of YouTube's vloggers. Bennett Kleinberg, Maximilian Mozes, Isabelle van der Vegt |
| 2018 | Imitation Learning for Neural Morphological String Transduction. Peter Makarov, Simon Clematide |
| 2018 | Implicational Universals in Stochastic Constraint-Based Phonology. Giorgio Magri |
| 2018 | Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data. Wenhui Wang, Baobao Chang, Mairgup Mansur |
| 2018 | Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment. Dinghan Shen, Xinyuan Zhang, Ricardo Henao, Lawrence Carin |
| 2018 | Improving Abstraction in Text Summarization. Wojciech Kryscinski, Romain Paulus, Caiming Xiong, Richard Socher |
| 2018 | Improving Author Attribute Prediction by Retrofitting Linguistic Representations with Homophily. Dirk Hovy, Tommaso Fornaciari |
| 2018 | Improving Cross-Lingual Word Embeddings by Meeting in the Middle. Yerai Doval, José Camacho-Collados, Luis Espinosa Anke, Steven Schockaert |
| 2018 | Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging. Nayeon Lee, Chien-Sheng Wu, Pascale Fung |
| 2018 | Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network. Jianfei Yu, Luís Marujo, Jing Jiang, Pradeep Karuturi, William Brendel |
| 2018 | Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling. Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2018 | Improving Neural Abstractive Document Summarization with Structural Regularization. Wei Li, Xinyan Xiao, Yajuan Lyu, Yuanzhuo Wang |
| 2018 | Improving Reinforcement Learning Based Image Captioning with Natural Language Prior. Tszhang Guo, Shiyu Chang, Mo Yu, Kun Bai |
| 2018 | Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. Yunsu Kim, Jiahui Geng, Hermann Ney |
| 2018 | Improving the Transformer Translation Model with Document-Level Context. Jiacheng Zhang, Huanbo Luan, Maosong Sun, Feifei Zhai, Jingfang Xu, Min Zhang, Yang Liu |
| 2018 | Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set. Radu Tudor Ionescu, Andrei M. Butnaru |
| 2018 | Incorporating Background Knowledge into Video Description Generation. Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang, Clare R. Voss |
| 2018 | Incremental Computation of Infix Probabilities for Probabilistic Finite Automata. Marco Cognetta, Yo-Sub Han, Soon Chan Kwon |
| 2018 | InferLite: Simple Universal Sentence Representations from Natural Language Inference Data. Jamie Ryan Kiros, William Chan |
| 2018 | Integrating Transformer and Paraphrase Rules for Sentence Simplification. Sanqiang Zhao, Rui Meng, Daqing He, Andi Saptono, Bambang Parmanto |
| 2018 | Interpretable Emoji Prediction via Label-Wise Attention LSTMs. Francesco Barbieri, Luis Espinosa Anke, José Camacho-Collados, Steven Schockaert, Horacio Saggion |
| 2018 | Interpretation of Natural Language Rules in Conversational Machine Reading. Marzieh Saeidi, Max Bartolo, Patrick Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel |
| 2018 | Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference. Reza Ghaeini, Xiaoli Z. Fern, Prasad Tadepalli |
| 2018 | Investigating Capsule Networks with Dynamic Routing for Text Classification. Min Yang, Wei Zhao, Jianbo Ye, Zeyang Lei, Zhou Zhao, Soufei Zhang |
| 2018 | Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models. Anne Lauscher, Goran Glavas, Simone Paolo Ponzetto, Kai Eckert |
| 2018 | Is Nike female? Exploring the role of sound symbolism in predicting brand name gender. Sridhar Moorthy, Ruth Pogacar, Samin Khan, Yang Xu |
| 2018 | Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks. Steffen Eger, Paul Youssef, Iryna Gurevych |
| 2018 | Is this Sentence Difficult? Do you Agree? Dominique Brunato, Lorenzo De Mattei, Felice Dell'Orletta, Benedetta Iavarone, Giulia Venturi |
| 2018 | It's going to be okay: Measuring Access to Support in Online Communities. Zijian Wang, David Jurgens |
| 2018 | Iterative Document Representation Learning Towards Summarization with Polishing. Xiuying Chen, Shen Gao, Chongyang Tao, Yan Song, Dongyan Zhao, Rui Yan |
| 2018 | Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks. Martin Schmitt, Simon Steinheber, Konrad Schreiber, Benjamin Roth |
| 2018 | Joint Learning for Emotion Classification and Emotion Cause Detection. Ying Chen, Wenjun Hou, Xiyao Cheng, Shoushan Li |
| 2018 | Joint Learning for Targeted Sentiment Analysis. Dehong Ma, Sujian Li, Houfeng Wang |
| 2018 | Joint Multilingual Supervision for Cross-lingual Entity Linking. Shyam Upadhyay, Nitish Gupta, Dan Roth |
| 2018 | Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings. Shafiq R. Joty, Lluís Màrquez, Preslav Nakov |
| 2018 | Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li, Xu Chen, Tiansi Dong |
| 2018 | Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation. Xiao Liu, Zhunchen Luo, Heyan Huang |
| 2018 | Keyphrase Generation with Correlation Constraints. Jun Chen, Xiaoming Zhang, Yu Wu, Zhao Yan, Zhoujun Li |
| 2018 | Knowledge Base Question Answering via Encoding of Complex Query Graphs. Kangqi Luo, Fengli Lin, Xusheng Luo, Kenny Q. Zhu |
| 2018 | Knowledge Graph Embedding with Hierarchical Relation Structure. Zhao Zhang, Fuzhen Zhuang, Meng Qu, Fen Lin, Qing He |
| 2018 | LRMM: Learning to Recommend with Missing Modalities. Cheng Wang, Mathias Niepert, Hui Li |
| 2018 | Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding. Guanying Wang, Wen Zhang, Ruoxu Wang, Yalin Zhou, Xi Chen, Wei Zhang, Hai Zhu, Huajun Chen |
| 2018 | Labeled Anchors and a Scalable, Transparent, and Interactive Classifier. Jeffrey Lund, Stephen Cowley, Wilson Fearn, Emily Hales, Kevin D. Seppi |
| 2018 | Language Modeling with Sparse Product of Sememe Experts. Yihong Gu, Jun Yan, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin |
| 2018 | Large Margin Neural Language Model. Jiaji Huang, Yi Li, Wei Ping, Liang Huang |
| 2018 | Large-scale Cloze Test Dataset Created by Teachers. Qizhe Xie, Guokun Lai, Zihang Dai, Eduard H. Hovy |
| 2018 | Large-scale Exploration of Neural Relation Classification Architectures. Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier |
| 2018 | Learning Better Internal Structure of Words for Sequence Labeling. Yingwei Xin, Ethan Hart, Vibhuti Mahajan, Jean-David Ruvini |
| 2018 | Learning Concept Abstractness Using Weak Supervision. Ella Rabinovich, Benjamin Sznajder, Artem Spector, Ilya Shnayderman, Ranit Aharonov, David Konopnicki, Noam Slonim |
| 2018 | Learning Context-Aware Convolutional Filters for Text Processing. Dinghan Shen, Martin Renqiang Min, Yitong Li, Lawrence Carin |
| 2018 | Learning Disentangled Representations of Texts with Application to Biomedical Abstracts. Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace |
| 2018 | Learning End-to-End Goal-Oriented Dialog with Multiple Answers. Janarthanan Rajendran, Jatin Ganhotra, Satinder Singh, Lazaros Polymenakos |
| 2018 | Learning Gender-Neutral Word Embeddings. Jieyu Zhao, Yichao Zhou, Zeyu Li, Wei Wang, Kai-Wei Chang |
| 2018 | Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data. Guanghui Qin, Jin-Ge Yao, Xuening Wang, Jinpeng Wang, Chin-Yew Lin |
| 2018 | Learning Named Entity Tagger using Domain-Specific Dictionary. Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren, Jiawei Han |
| 2018 | Learning Neural Representation for CLIR with Adversarial Framework. Bo Li, Ping Cheng |
| 2018 | Learning Neural Templates for Text Generation. Sam Wiseman, Stuart M. Shieber, Alexander M. Rush |
| 2018 | Learning Personas from Dialogue with Attentive Memory Networks. Eric Chu, Prashanth Vijayaraghavan, Deb Roy |
| 2018 | Learning Scalar Adjective Intensity from Paraphrases. Anne Cocos, Veronica Wharton, Ellie Pavlick, Marianna Apidianaki, Chris Callison-Burch |
| 2018 | Learning Sentiment Memories for Sentiment Modification without Parallel Data. Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun |
| 2018 | Learning Sequence Encoders for Temporal Knowledge Graph Completion. Alberto García-Durán, Sebastijan Dumancic, Mathias Niepert |
| 2018 | Learning To Split and Rephrase From Wikipedia Edit History. Jan A. Botha, Manaal Faruqui, John Alex, Jason Baldridge, Dipanjan Das |
| 2018 | Learning Universal Sentence Representations with Mean-Max Attention Autoencoder. Minghua Zhang, Yunfang Wu, Weikang Li, Wei Li |
| 2018 | Learning Unsupervised Word Translations Without Adversaries. Tanmoy Mukherjee, Makoto Yamada, Timothy M. Hospedales |
| 2018 | Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su |
| 2018 | Learning Word Representations with Cross-Sentence Dependencyfor End-to-End Co-reference Resolution. Hongyin Luo, James R. Glass |
| 2018 | Learning a Policy for Opportunistic Active Learning. Aishwarya Padmakumar, Peter Stone, Raymond J. Mooney |
| 2018 | Learning multiview embeddings for assessing dementia. Chloé Pou-Prom, Frank Rudzicz |
| 2018 | Learning to Describe Differences Between Pairs of Similar Images. Harsh Jhamtani, Taylor Berg-Kirkpatrick |
| 2018 | Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks. Yau-Shian Wang, Hung-yi Lee |
| 2018 | Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism. Longyue Wang, Zhaopeng Tu, Andy Way, Qun Liu |
| 2018 | Learning to Learn Semantic Parsers from Natural Language Supervision. Igor Labutov, Bishan Yang, Tom M. Mitchell |
| 2018 | Legal Judgment Prediction via Topological Learning. Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun |
| 2018 | LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs. Daniel Kondratyuk, Tomas Gavenciak, Milan Straka, Jan Hajic |
| 2018 | Lessons from Natural Language Inference in the Clinical Domain. Alexey Romanov, Chaitanya Shivade |
| 2018 | Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention. Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Zhifang Sui, Baobao Chang |
| 2018 | Lexicosyntactic inference in neural models. Aaron Steven White, Rachel Rudinger, Kyle Rawlins, Benjamin Van Durme |
| 2018 | Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations. Zhe Zhang, Munindar P. Singh |
| 2018 | Linguistically-Informed Self-Attention for Semantic Role Labeling. Emma Strubell, Patrick Verga, Daniel Andor, David Weiss, Andrew McCallum |
| 2018 | Listening Comprehension over Argumentative Content. Shachar Mirkin, Guy Moshkowich, Matan Orbach, Lili Kotlerman, Yoav Kantor, Tamar Lavee, Michal Jacovi, Yonatan Bilu, Ranit Aharonov, Noam Slonim |
| 2018 | Localizing Moments in Video with Temporal Language. Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan C. Russell |
| 2018 | Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain. Mingming Sun, Xu Li, Ping Li |
| 2018 | Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion. Armand Joulin, Piotr Bojanowski, Tomás Mikolov, Hervé Jégou, Edouard Grave |
| 2018 | MCapsNet: Capsule Network for Text with Multi-Task Learning. Liqiang Xiao, Honglun Zhang, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | MSMO: Multimodal Summarization with Multimodal Output. Junnan Zhu, Haoran Li, Tianshang Liu, Yu Zhou, Jiajun Zhang, Chengqing Zong |
| 2018 | MTNT: A Testbed for Machine Translation of Noisy Text. Paul Michel, Graham Neubig |
| 2018 | Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline. Ian Stewart, Jacob Eisenstein |
| 2018 | Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction. Dipendra Kumar Misra, Andrew Bennett, Valts Blukis, Eyvind Niklasson, Max Shatkhin, Yoav Artzi |
| 2018 | Mapping Language to Code in Programmatic Context. Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer |
| 2018 | Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs. Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier |
| 2018 | Mapping natural language commands to web elements. Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, Percy Liang |
| 2018 | Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets. Nathan Greenberg, Trapit Bansal, Patrick Verga, Andrew McCallum |
| 2018 | MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller. Seohyun Back, Seunghak Yu, Sathish Reddy Indurthi, Jihie Kim, Jaegul Choo |
| 2018 | Memory, Show the Way: Memory Based Few Shot Word Representation Learning. Jingyuan Sun, Shaonan Wang, Chengqing Zong |
| 2018 | Meta-Learning for Low-Resource Neural Machine Translation. Jiatao Gu, Yong Wang, Yun Chen, Victor O. K. Li, Kyunghyun Cho |
| 2018 | Modeling Empathy and Distress in Reaction to News Stories. Sven Buechel, Anneke Buffone, Barry Slaff, Lyle H. Ungar, João Sedoc |
| 2018 | Modeling Input Uncertainty in Neural Network Dependency Parsing. Rob van der Goot, Gertjan van Noord |
| 2018 | Modeling Localness for Self-Attention Networks. Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, Tong Zhang |
| 2018 | Modeling Online Discourse with Coupled Distributed Topics. Nikita Srivatsan, Zachary Wojtowicz, Taylor Berg-Kirkpatrick |
| 2018 | Modeling Temporality of Human Intentions by Domain Adaptation. Xiaolei Huang, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari |
| 2018 | Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination. Jiali Zeng, Jinsong Su, Huating Wen, Yang Liu, Jun Xie, Yongjing Yin, Jianqiang Zhao |
| 2018 | Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension. Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | Multi-Head Attention with Disagreement Regularization. Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang |
| 2018 | Multi-Hop Knowledge Graph Reasoning with Reward Shaping. Xi Victoria Lin, Richard Socher, Caiming Xiong |
| 2018 | Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction. Jinhua Du, Jingguang Han, Andy Way, Dadong Wan |
| 2018 | Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation. Renjie Zheng, Mingbo Ma, Liang Huang |
| 2018 | Multi-Source Domain Adaptation with Mixture of Experts. Jiang Guo, Darsh J. Shah, Regina Barzilay |
| 2018 | Multi-Source Syntactic Neural Machine Translation. Anna Currey, Kenneth Heafield |
| 2018 | Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. Yi Luan, Luheng He, Mari Ostendorf, Hannaneh Hajishirzi |
| 2018 | Multi-Task Label Embedding for Text Classification. Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin |
| 2018 | Multi-View Learning: Multilingual and Multi-Representation Entity Typing. Yadollah Yaghoobzadeh, Hinrich Schütze |
| 2018 | Multi-grained Attention Network for Aspect-Level Sentiment Classification. Feifan Fan, Yansong Feng, Dongyan Zhao |
| 2018 | Multi-lingual Common Semantic Space Construction via Cluster-Consistent Word Embedding. Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight |
| 2018 | Multi-view Models for Political Ideology Detection of News Articles. Vivek Kulkarni, Junting Ye, Steven Skiena, William Yang Wang |
| 2018 | MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling. Pawel Budzianowski, Tsung-Hsien Wen, Bo-Hsiang Tseng, Iñigo Casanueva, Stefan Ultes, Osman Ramadan, Milica Gasic |
| 2018 | Multilingual Clustering of Streaming News. Sebastião Miranda, Arturs Znotins, Shay B. Cohen, Guntis Barzdins |
| 2018 | Multimodal Differential Network for Visual Question Generation. Badri Narayana Patro, Sandeep Kumar, Vinod Kumar Kurmi, Vinay P. Namboodiri |
| 2018 | Multimodal Language Analysis with Recurrent Multistage Fusion. Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency |
| 2018 | Multimodal neural pronunciation modeling for spoken languages with logographic origin. Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen |
| 2018 | N-ary Relation Extraction using Graph-State LSTM. Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea |
| 2018 | NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings. Ndapa Nakashole |
| 2018 | NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval. Canjia Li, Yingfei Sun, Ben He, Le Wang, Kai Hui, Andrew Yates, Le Sun, Jungang Xu |
| 2018 | Native Language Identification with User Generated Content. Gili Goldin, Ella Rabinovich, Shuly Wintner |
| 2018 | Neural Adaptation Layers for Cross-domain Named Entity Recognition. Bill Yuchen Lin, Wei Lu |
| 2018 | Neural Compositional Denotational Semantics for Question Answering. Nitish Gupta, Mike Lewis |
| 2018 | Neural Cross-lingual Named Entity Recognition with Minimal Resources. Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime G. Carbonell |
| 2018 | Neural Latent Extractive Document Summarization. Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou |
| 2018 | Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space. Koki Washio, Tsuneaki Kato |
| 2018 | Neural Metaphor Detection in Context. Ge Gao, Eunsol Choi, Yejin Choi, Luke Zettlemoyer |
| 2018 | Neural Multitask Learning for Simile Recognition. Lizhen Liu, Xiao Hu, Wei Song, Ruiji Fu, Ting Liu, Guoping Hu |
| 2018 | Neural Quality Estimation of Grammatical Error Correction. Shamil Chollampatt, Hwee Tou Ng |
| 2018 | Neural Ranking Models for Temporal Dependency Structure Parsing. Yuchen Zhang, Nianwen Xue |
| 2018 | Neural Related Work Summarization with a Joint Context-driven Attention Mechanism. Yongzhen Wang, Xiaozhong Liu, Zheng Gao |
| 2018 | Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning. Tianyi Liu, Xinsong Zhang, Wanhao Zhou, Weijia Jia |
| 2018 | Neural Segmental Hypergraphs for Overlapping Mention Recognition. Bailin Wang, Wei Lu |
| 2018 | Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting. Katharina Kann, Hinrich Schütze |
| 2018 | Neural Transition Based Parsing of Web Queries: An Entity Based Approach. Rivka Malca, Roi Reichart |
| 2018 | Neural-Davidsonian Semantic Proto-role Labeling. Rachel Rudinger, Adam R. Teichert, Ryan Culkin, Sheng Zhang, Benjamin Van Durme |
| 2018 | Nexus Network: Connecting the Preceding and the Following in Dialogue Generation. Xiaoyu Shen, Hui Su, Wenjie Li, Dietrich Klakow |
| 2018 | Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency. Zhuang Ma, Michael Collins |
| 2018 | Non-Adversarial Unsupervised Word Translation. Yedid Hoshen, Lior Wolf |
| 2018 | Object Hallucination in Image Captioning. Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, Trevor Darrell, Kate Saenko |
| 2018 | On Tree-Based Neural Sentence Modeling. Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li |
| 2018 | On the Abstractiveness of Neural Document Summarization. Fangfang Zhang, Jin-Ge Yao, Rui Yan |
| 2018 | On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen |
| 2018 | On the Strength of Character Language Models for Multilingual Named Entity Recognition. Xiaodong Yu, Stephen Mayhew, Mark Sammons, Dan Roth |
| 2018 | One-Shot Relational Learning for Knowledge Graphs. Wenhan Xiong, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
| 2018 | Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text. Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Kathryn Mazaitis, Ruslan Salakhutdinov, William W. Cohen |
| 2018 | Operation-guided Neural Networks for High Fidelity Data-To-Text Generation. Feng Nie, Jinpeng Wang, Jin-Ge Yao, Rong Pan, Chin-Yew Lin |
| 2018 | Out-of-domain Detection based on Generative Adversarial Network. Seonghan Ryu, Sangjun Koo, Hwanjo Yu, Gary Geunbae Lee |
| 2018 | Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks. Yao Zhao, Xiaochuan Ni, Yuanyuan Ding, Qifa Ke |
| 2018 | Parameter sharing between dependency parsers for related languages. Miryam de Lhoneux, Johannes Bjerva, Isabelle Augenstein, Anders Søgaard |
| 2018 | Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification. Binxuan Huang, Kathleen M. Carley |
| 2018 | Paraphrase Generation with Deep Reinforcement Learning. Zichao Li, Xin Jiang, Lifeng Shang, Hang Li |
| 2018 | Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification. Kelsey Ball, Dan Garrette |
| 2018 | Pathologies of Neural Models Make Interpretation Difficult. Shi Feng, Eric Wallace, Alvin Grissom II, Mohit Iyyer, Pedro Rodriguez, Jordan L. Boyd-Graber |
| 2018 | Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2018 | Phrase-Based & Neural Unsupervised Machine Translation. Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2018 | Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension. Min Joon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi |
| 2018 | Phrase-level Self-Attention Networks for Universal Sentence Encoding. Wei Wu, Houfeng Wang, Tianyu Liu, Shuming Ma |
| 2018 | Picking Apart Story Salads. Su Wang, Eric Holgate, Greg Durrett, Katrin Erk |
| 2018 | Playing 20 Question Game with Policy-Based Reinforcement Learning. Huang Hu, Xianchao Wu, Bingfeng Luo, Chongyang Tao, Can Xu, Wei Wu, Zhan Chen |
| 2018 | Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions. Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu, Jun Suzuki, Kentaro Inui |
| 2018 | Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations. Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih |
| 2018 | Possessors Change Over Time: A Case Study with Artworks. Dhivya Chinnappa, Eduardo Blanco |
| 2018 | PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution. Hong Chen, Zhenhua Fan, Hao Lu, Alan L. Yuille, Shu Rong |
| 2018 | Predicting Factuality of Reporting and Bias of News Media Sources. Ramy Baly, Georgi Karadzhov, Dimitar Alexandrov, James R. Glass, Preslav Nakov |
| 2018 | Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning. Sotiris Lamprinidis, Daniel Hardt, Dirk Hovy |
| 2018 | Predicting Semantic Relations using Global Graph Properties. Yuval Pinter, Jacob Eisenstein |
| 2018 | Prediction Improves Simultaneous Neural Machine Translation. Ashkan Alinejad, Maryam Siahbani, Anoop Sarkar |
| 2018 | Preposition Sense Disambiguation and Representation. Hongyu Gong, Jiaqi Mu, Suma Bhat, Pramod Viswanath |
| 2018 | Privacy-preserving Neural Representations of Text. Maximin Coavoux, Shashi Narayan, Shay B. Cohen |
| 2018 | Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018 Ellen Riloff, David Chiang, Julia Hockenmaier, Jun'ichi Tsujii |
| 2018 | PubSE: A Hierarchical Model for Publication Extraction from Academic Homepages. Yiqing Zhang, Jianzhong Qi, Rui Zhang, Chuandong Yin |
| 2018 | Put It Back: Entity Typing with Language Model Enhancement. Ji Xin, Hao Zhu, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2018 | Pyramidal Recurrent Unit for Language Modeling. Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, Hannaneh Hajishirzi |
| 2018 | QuAC: Question Answering in Context. Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer |
| 2018 | QuaSE: Sequence Editing under Quantifiable Guidance. Yi Liao, Lidong Bing, Piji Li, Shuming Shi, Wai Lam, Tong Zhang |
| 2018 | Quantifying Context Overlap for Training Word Embeddings. Yimeng Zhuang, Jinghui Xie, Yinhe Zheng, Xuan Zhu |
| 2018 | Question Generation from SQL Queries Improves Neural Semantic Parsing. Daya Guo, Yibo Sun, Duyu Tang, Nan Duan, Jian Yin, Hong Chi, James Cao, Peng Chen, Ming Zhou |
| 2018 | RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. Shikhar Vashishth, Rishabh Joshi, Sai Suman Prayaga, Chiranjib Bhattacharyya, Partha P. Talukdar |
| 2018 | Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering. Jinhyuk Lee, Seongjun Yun, Hyunjae Kim, Miyoung Ko, Jaewoo Kang |
| 2018 | Rapid Adaptation of Neural Machine Translation to New Languages. Graham Neubig, Junjie Hu |
| 2018 | Rational Recurrences. Hao Peng, Roy Schwartz, Sam Thomson, Noah A. Smith |
| 2018 | Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. Niket Tandon, Bhavana Dalvi, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark |
| 2018 | RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes. Semih Yagcioglu, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis |
| 2018 | Recovering Missing Characters in Old Hawaiian Writing. Brendan Shillingford, Oiwi Parker Jones |
| 2018 | Reducing Gender Bias in Abusive Language Detection. Ji Ho Park, Jamin Shin, Pascale Fung |
| 2018 | Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation. Akira Utsumi |
| 2018 | Regular Expression Guided Entity Mention Mining from Noisy Web Data. Shanshan Zhang, Lihong He, Slobodan Vucetic, Eduard C. Dragut |
| 2018 | Representing Social Media Users for Sarcasm Detection. Y. Alex Kolchinski, Christopher Potts |
| 2018 | Residualized Factor Adaptation for Community Social Media Prediction Tasks. Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian |
| 2018 | Retrieval-Based Neural Code Generation. Shirley Anugrah Hayati, Raphaël Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, Graham Neubig |
| 2018 | Revisiting Character-Based Neural Machine Translation with Capacity and Compression. Colin Cherry, George F. Foster, Ankur Bapna, Orhan Firat, Wolfgang Macherey |
| 2018 | Revisiting the Importance of Encoding Logic Rules in Sentiment Classification. Kalpesh Krishna, Preethi Jyothi, Mohit Iyyer |
| 2018 | S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information. Jiaxin Pei, Chenliang Li |
| 2018 | SQL-to-Text Generation with Graph-to-Sequence Model. Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin |
| 2018 | SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference. Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi |
| 2018 | SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories. Sweta Karlekar, Mohit Bansal |
| 2018 | Sanskrit Sandhi Splitting using seq2(seq)2. Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar, Anush Sankaran, Senthil Mani |
| 2018 | Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks. Oliver Hellwig, Sebastian Nehrdich |
| 2018 | Self-Governing Neural Networks for On-Device Short Text Classification. Sujith Ravi, Zornitsa Kozareva |
| 2018 | Self-Governing Neural Networks for On-Device Short Text Classification. Sujith Ravi, Zornitsa Kozareva |
| 2018 | SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang |
| 2018 | Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection. Massimo Nicosia, Alessandro Moschitti |
| 2018 | Semantic Parsing for Task Oriented Dialog using Hierarchical Representations. Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis |
| 2018 | Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data. Zi Lin, Yuguang Duan, Yuanyuan Zhao, Weiwei Sun, Xiaojun Wan |
| 2018 | Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification. Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun |
| 2018 | Semantics as a Foreign Language. Gabriel Stanovsky, Ido Dagan |
| 2018 | Semi-Autoregressive Neural Machine Translation. Chunqi Wang, Ji Zhang, Haiqing Chen |
| 2018 | Semi-Supervised Learning for Neural Keyphrase Generation. Hai Ye, Lu Wang |
| 2018 | Semi-Supervised Sequence Modeling with Cross-View Training. Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le |
| 2018 | Sentence Compression for Arbitrary Languages via Multilingual Pivoting. Jonathan Mallinson, Rico Sennrich, Mirella Lapata |
| 2018 | Sentiment Classification towards Question-Answering with Hierarchical Matching Network. Chenlin Shen, Changlong Sun, Jingjing Wang, Yangyang Kang, Shoushan Li, Xiaozhong Liu, Luo Si, Min Zhang, Guodong Zhou |
| 2018 | Session-level Language Modeling for Conversational Speech. Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke |
| 2018 | Siamese Network-Based Supervised Topic Modeling. Minghui Huang, Yanghui Rao, Yuwei Liu, Haoran Xie, Fu Lee Wang |
| 2018 | Similar but not the Same - Word Sense Disambiguation Improves Event Detection via Neural Representation Matching. Weiyi Lu, Thien Huu Nguyen |
| 2018 | Similarity-Based Reconstruction Loss for Meaning Representation. Olga Kovaleva, Anna Rumshisky, Alexey Romanov |
| 2018 | Simple Recurrent Units for Highly Parallelizable Recurrence. Tao Lei, Yu Zhang, Sida I. Wang, Hui Dai, Yoav Artzi |
| 2018 | SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach. Michael Petrochuk, Luke Zettlemoyer |
| 2018 | Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks. Biao Zhang, Deyi Xiong, Jinsong Su, Qian Lin, Huiji Zhang |
| 2018 | Somm: Into the Model. Shengli Hu |
| 2018 | Speed Reading: Learning to Read ForBackward via Shuttle. Tsu-Jui Fu, Wei-Yun Ma |
| 2018 | Speeding Up Neural Machine Translation Decoding by Cube Pruning. Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu |
| 2018 | Spherical Latent Spaces for Stable Variational Autoencoders. Jiacheng Xu, Greg Durrett |
| 2018 | Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task. Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir R. Radev |
| 2018 | Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources. Gabriel Stanovsky, Mark Hopkins |
| 2018 | State-of-the-art Chinese Word Segmentation with Bi-LSTMs. Ji Ma, Kuzman Ganchev, David Weiss |
| 2018 | Streaming word similarity mining on the cheap. Olof Görnerup, Daniel Gillblad |
| 2018 | Structured Alignment Networks for Matching Sentences. Yang Liu, Matt Gardner, Mirella Lapata |
| 2018 | Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace |
| 2018 | Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. Cheng Yang, Maosong Sun, Xiaoyuan Yi, Wenhao Li |
| 2018 | Subgoal Discovery for Hierarchical Dialogue Policy Learning. Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li, Tony Jebara |
| 2018 | Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised. Stefanos Angelidis, Mirella Lapata |
| 2018 | Supervised Clustering of Questions into Intents for Dialog System Applications. Iryna Haponchyk, Antonio Uva, Seunghak Yu, Olga Uryupina, Alessandro Moschitti |
| 2018 | Supervised Domain Enablement Attention for Personalized Domain Classification. Joo-Kyung Kim, Young-Bum Kim |
| 2018 | Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents. Abhijith Athreya Mysore Gopinath, Shomir Wilson, Norman M. Sadeh |
| 2018 | Surprisingly Easy Hard-Attention for Sequence to Sequence Learning. Shiv Shankar, Siddhant Garg, Sunita Sarawagi |
| 2018 | SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation. Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig |
| 2018 | Syntactic Scaffolds for Semantic Structures. Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith |
| 2018 | Syntactical Analysis of the Weaknesses of Sentiment Analyzers. Rohil Verma, Samuel Kim, David Walter |
| 2018 | Syntax Encoding with Application in Authorship Attribution. Richong Zhang, Zhiyuan Hu, Hongyu Guo, Yongyi Mao |
| 2018 | SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task. Tao Yu, Michihiro Yasunaga, Kai Yang, Rui Zhang, Dongxu Wang, Zifan Li, Dragomir R. Radev |
| 2018 | Synthetic Data Made to Order: The Case of Parsing. Dingquan Wang, Jason Eisner |
| 2018 | TVQA: Localized, Compositional Video Question Answering. Jie Lei, Licheng Yu, Mohit Bansal, Tamara L. Berg |
| 2018 | Targeted Syntactic Evaluation of Language Models. Rebecca Marvin, Tal Linzen |
| 2018 | Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions. Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo |
| 2018 | Temporal Information Extraction by Predicting Relative Time-lines. Artuur Leeuwenberg, Marie-Francine Moens |
| 2018 | Temporally Grounding Natural Sentence in Video. Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua |
| 2018 | Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts. Matthew Lamm, Arun Tejasvi Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang |
| 2018 | The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification. Jing Chen, Qingcai Chen, Xin Liu, Haijun Yang, Daohe Lu, Buzhou Tang |
| 2018 | The Importance of Generation Order in Language Modeling. Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George E. Dahl |
| 2018 | The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation. Arianna Bisazza, Clara Tump |
| 2018 | The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz |
| 2018 | The glass ceiling in NLP. Natalie Schluter |
| 2018 | The importance of Being Recurrent for Modeling Hierarchical Structure. Ke M. Tran, Arianna Bisazza, Christof Monz |
| 2018 | Thread Popularity Prediction and Tracking with a Permutation-invariant Model. Hou Pong Chan, Irwin King |
| 2018 | Three Strategies to Improve One-to-Many Multilingual Translation. Yining Wang, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong |
| 2018 | Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing. Jetic Gu, Hassan S. Shavarani, Anoop Sarkar |
| 2018 | Topic Intrusion for Automatic Topic Model Evaluation. Shraey Bhatia, Jey Han Lau, Timothy Baldwin |
| 2018 | Topic Memory Networks for Short Text Classification. Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King |
| 2018 | Toward Fast and Accurate Neural Discourse Segmentation. Yizhong Wang, Sujian Li, Jingfeng Yang |
| 2018 | Towards Dynamic Computation Graphs via Sparse Latent Structure. Vlad Niculae, André F. T. Martins, Claire Cardie |
| 2018 | Towards Exploiting Background Knowledge for Building Conversation Systems. Nikita Moghe, Siddhartha Arora, Suman Banerjee, Mitesh M. Khapra |
| 2018 | Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method. Yahui Liu, Wei Bi, Jun Gao, Xiaojiang Liu, Jian Yao, Shuming Shi |
| 2018 | Towards Semi-Supervised Learning for Deep Semantic Role Labeling. Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime G. Carbonell |
| 2018 | Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. Parnia Bahar, Christopher Brix, Hermann Ney |
| 2018 | Towards Universal Dialogue State Tracking. Liliang Ren, Kaige Xie, Lu Chen, Kai Yu |
| 2018 | Towards a Better Metric for Evaluating Question Generation Systems. Preksha Nema, Mitesh M. Khapra |
| 2018 | Training Deeper Neural Machine Translation Models with Transparent Attention. Ankur Bapna, Mia Xu Chen, Orhan Firat, Yuan Cao, Yonghui Wu |
| 2018 | Training Millions of Personalized Dialogue Agents. Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, Antoine Bordes |
| 2018 | Training for Diversity in Image Paragraph Captioning. Luke Melas-Kyriazi, Alexander M. Rush, George Han |
| 2018 | Transfer and Multi-Task Learning for Noun-Noun Compound Interpretation. Murhaf Fares, Stephan Oepen, Erik Velldal |
| 2018 | Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging. Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang, Keyu Ding, Xuanjing Huang |
| 2018 | Translating Math Word Problem to Expression Tree. Lei Wang, Yan Wang, Deng Cai, Dongxiang Zhang, Xiaojiang Liu |
| 2018 | Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese |
| 2018 | TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification. Wenpeng Yin, Dan Roth |
| 2018 | Uncertainty-aware generative models for inferring document class prevalence. Katherine A. Keith, Brendan O'Connor |
| 2018 | Understanding Back-Translation at Scale. Sergey Edunov, Myle Ott, Michael Auli, David Grangier |
| 2018 | Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study. John Lalor, Hao Wu, Tsendsuren Munkhdalai, Hong Yu |
| 2018 | Unsupervised Bilingual Lexicon Induction via Latent Variable Models. Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang |
| 2018 | Unsupervised Cross-lingual Transfer of Word Embedding Spaces. Ruochen Xu, Yiming Yang, Naoki Otani, Yuexin Wu |
| 2018 | Unsupervised Learning of Syntactic Structure with Invertible Neural Projections. Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick |
| 2018 | Unsupervised Multilingual Word Embeddings. Xilun Chen, Claire Cardie |
| 2018 | Unsupervised Natural Language Generation with Denoising Autoencoders. Markus Freitag, Scott Roy |
| 2018 | Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling. Zhiqing Sun, Zhi-Hong Deng |
| 2018 | Unsupervised Statistical Machine Translation. Mikel Artetxe, Gorka Labaka, Eneko Agirre |
| 2018 | Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition. Yang Xu, Yu Hong, Huibin Ruan, Jianmin Yao, Min Zhang, Guodong Zhou |
| 2018 | Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers. Nafise Sadat Moosavi, Michael Strube |
| 2018 | Using lexical alignment and referring ability to address data sparsity in situated dialog reference resolution. Todd Shore, Gabriel Skantze |
| 2018 | Utilizing Character and Word Embeddings for Text Normalization with Sequence-to-Sequence Models. Daniel Watson, Nasser Zalmout, Nizar Habash |
| 2018 | Valency-Augmented Dependency Parsing. Tianze Shi, Lillian Lee |
| 2018 | Variational Autoregressive Decoder for Neural Response Generation. Jiachen Du, Wenjie Li, Yulan He, Ruifeng Xu, Lidong Bing, Xuan Wang |
| 2018 | Variational Sequential Labelers for Semi-Supervised Learning. Mingda Chen, Qingming Tang, Karen Livescu, Kevin Gimpel |
| 2018 | Visual Supervision in Bootstrapped Information Extraction. Matthew Berger, Ajay Nagesh, Joshua A. Levine, Mihai Surdeanu, Helen Zhang |
| 2018 | WECA：A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition. Yufeng Diao, Hongfei Lin, Di Wu, Liang Yang, Kan Xu, Zhihao Yang, Jian Wang, Shaowu Zhang, Bo Xu, Dongyu Zhang |
| 2018 | Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations. Erik-Lân Do Dinh, Hannah Wieland, Iryna Gurevych |
| 2018 | What It Takes to Achieve 100 Percent Condition Accuracy on WikiSQL. Semih Yavuz, Izzeddin Gur, Yu Su, Xifeng Yan |
| 2018 | What Makes Reading Comprehension Questions Easier? Saku Sugawara, Kentaro Inui, Satoshi Sekine, Akiko Aizawa |
| 2018 | What can we learn from Semantic Tagging? Mostafa Abdou, Artur Kulmizev, Vinit Ravishankar, Lasha Abzianidze, Johan Bos |
| 2018 | What do character-level models learn about morphology? The case of dependency parsing. Clara Vania, Andreas Grivas, Adam Lopez |
| 2018 | When data permutations are pathological: the case of neural natural language inference. Natalie Schluter, Daniel Varab |
| 2018 | Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures. Gongbo Tang, Mathias Müller, Annette Rios, Rico Sennrich |
| 2018 | Why Swear? Analyzing and Inferring the Intentions of Vulgar Expressions. Eric Holgate, Isabel Cachola, Daniel Preotiuc-Pietro, Junyi Jessy Li |
| 2018 | Why is unsupervised alignment of English embeddings from different algorithms so hard? Mareike Hartmann, Yova Kementchedjhieva, Anders Søgaard |
| 2018 | WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse. Manaal Faruqui, Ellie Pavlick, Ian Tenney, Dipanjan Das |
| 2018 | WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community. Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli, Nithum Thain, Jeffery Sorensen, Lucas Dixon |
| 2018 | Word Embeddings for Code-Mixed Language Processing. Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram |
| 2018 | Word Mover's Embedding: From Word2Vec to Document Embedding. Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock |
| 2018 | Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings. Hong-You Chen, Cheng-Syuan Lee, Keng-Te Liao, Shou-De Lin |
| 2018 | Word Sense Induction with Neural biLM and Symmetric Patterns. Asaf Amrami, Yoav Goldberg |
| 2018 | Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection. Sudhanshu Kasewa, Pontus Stenetorp, Sebastian Riedel |
| 2018 | XL-NBT: A Cross-lingual Neural Belief Tracking Framework. Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu, Xifeng Yan, William Yang Wang |
| 2018 | XNLI: Evaluating Cross-lingual Sentence Representations. Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov |
| 2018 | Zero-Shot Open Entity Typing as Type-Compatible Grounding. Ben Zhou, Daniel Khashabi, Chen-Tse Tsai, Dan Roth |
| 2018 | Zero-shot User Intent Detection via Capsule Neural Networks. Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu |
| 2018 | emrQA: A Large Corpus for Question Answering on Electronic Medical Records. Anusri Pampari, Preethi Raghavan, Jennifer J. Liang, Jian Peng |
| 2018 | simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun |