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| 2018 | A Unified Neural Network Model for Geolocating Twitter Users. Mohammad Ebrahimi, Elaheh Shafieibavani, Raymond E. Wong, Fang Chen |
| 2018 | Active Learning for Interactive Neural Machine Translation of Data Streams. Álvaro Peris, Francisco Casacuberta |
| 2018 | Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. Tong Niu, Mohit Bansal |
| 2018 | Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge. Pasquale Minervini, Sebastian Riedel |
| 2018 | Aggregated Semantic Matching for Short Text Entity Linking. Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan |
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| 2018 | Bidirectional Generative Adversarial Networks for Neural Machine Translation. Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen |
| 2018 | Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP). Trevor Cohen, Dominic Widdows |
| 2018 | Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus. Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib, Benno Stein |
| 2018 | Chinese Poetry Generation with a Salient-Clue Mechanism. Xiaoyuan Yi, Ruoyu Li, Maosong Sun |
| 2018 | Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann, Michael Baeriswyl, Claudiu Musat |
| 2018 | Commonsense Knowledge Base Completion and Generation. Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita |
| 2018 | Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension. Matthias Blohm, Glorianna Jagfeld, Ekta Sood, Xiang Yu, Ngoc Thang Vu |
| 2018 | Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games. Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo, Roger Levy |
| 2018 | Continuous Word Embedding Fusion via Spectral Decomposition. Tianfan Fu, Cheng Zhang, Stephan Mandt |
| 2018 | Corpus-Driven Thematic Hierarchy Induction. Ilia Kuznetsov, Iryna Gurevych |
| 2018 | DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. Min Li, Marina Danilevsky, Sara Noeman, Yunyao Li |
| 2018 | Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems. Van-Khanh Tran, Le-Minh Nguyen |
| 2018 | Embedded-State Latent Conditional Random Fields for Sequence Labeling. Dung Thai, Sree Harsha Ramesh, Shikhar Murty, Luke Vilnis, Andrew McCallum |
| 2018 | End-to-End Neural Entity Linking. Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann |
| 2018 | Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks. Edward Collins, Nikolai Rozanov, Bingbing Zhang |
| 2018 | From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. Hengru Xu, Shen Li, Renfen Hu, Si Li, Sheng Gao |
| 2018 | From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading. Stéphan Tulkens, Dominiek Sandra, Walter Daelemans |
| 2018 | Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction. Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell, Anders Søgaard |
| 2018 | Global Attention for Name Tagging. Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji |
| 2018 | Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis. Lishuang Li, Yang Liu, Anqiao Zhou |
| 2018 | Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge. Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann, Asja Fischer |
| 2018 | Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? Eylon Shoshan, Kira Radinsky |
| 2018 | Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation. Ander Barrena, Aitor Soroa, Eneko Agirre |
| 2018 | Learning to Actively Learn Neural Machine Translation. Ming Liu, Wray L. Buntine, Gholamreza Haffari |
| 2018 | Learning to Embed Semantic Correspondence for Natural Language Understanding. Sangkeun Jung, Jinsik Lee, Jiwon Kim |
| 2018 | Lessons Learned in Multilingual Grounded Language Learning. Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi |
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| 2018 | Modeling Composite Labels for Neural Morphological Tagging. Alexander Tkachenko, Kairit Sirts |
| 2018 | Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces. Thomas Ager, Ondrej Kuzelka, Steven Schockaert |
| 2018 | Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition. Rory Beard, Ritwik Das, Raymond W. M. Ng, P. G. Keerthana Gopalakrishnan, Luka Eerens, Pawel Swietojanski, Ondrej Miksik |
| 2018 | Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis. Yufei Chen, Sheng Huang, Fang Wang, Junjie Cao, Weiwei Sun, Xiaojun Wan |
| 2018 | Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. Maha Elbayad, Laurent Besacier, Jakob Verbeek |
| 2018 | Predefined Sparseness in Recurrent Sequence Models. Thomas Demeester, Johannes Deleu, Fréderic Godin, Chris Develder |
| 2018 | Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018 Anna Korhonen, Ivan Titov |
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| 2018 | Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! Katharina Kann, Sascha Rothe, Katja Filippova |
| 2018 | Sequence Classification with Human Attention. Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Søgaard |
| 2018 | Sequence to Sequence Mixture Model for Diverse Machine Translation. Xuanli He, Gholamreza Haffari, Mohammad Norouzi |
| 2018 | Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists. Taraka Rama |
| 2018 | Simple Unsupervised Keyphrase Extraction using Sentence Embeddings. Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl, Martin Jaggi |
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| 2018 | Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering. Deepak Gupta, Pabitra Lenka, Asif Ekbal, Pushpak Bhattacharyya |
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| 2018 | Unsupervised Sentence Compression using Denoising Auto-Encoders. Thibault Févry, Jason Phang |
| 2018 | Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit. Amrith Krishna, Bodhisattwa Prasad Majumder, Rajesh Shreedhar Bhat, Pawan Goyal |
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