Asli Celikyilmaz

206 papers A* 23A 15B 4C 4Misc 5Journal 99Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cold-Start Personalization via Training-Free Priors from Structured World Models. CoRR Avinandan Bose, Shuyue Stella Li, Faeze Brahman, Pang Wei Koh, Simon Shaolei Du, Yulia Tsvetkov, Maryam Fazel, Lin Xiao, Asli Celikyilmaz
2026	J	`jnl`	Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents. CoRR Zhihan Liu, Lin Guan, Yixin Nie, Kai Zhang, Zhuoqun Hao, Lin Chen, Asli Celikyilmaz, Zhaoran Wang, Na Zhang
2025	J	`jnl`	45 SPS Members Elevated to Fellow [Society News]. IEEE Signal Process. Mag. Tülay Adali, Xiang Bai, Christoph Busch, Stefano Buzzi, Liqun Chen, Yiqiang Chen, Xun Chen, Zoran D. Cvetkovic, Rodrigo C. de Lamare, Fang Deng, Kutluyil Dogancay, Marek Domanski, Yuming Fang, Gang Feng, Mustafa C. Gursoy, Yu-Wen Huang, Ioannis Katsavounidis, Usman A. Khan, Ercan E. Kuruoglu, Chiman Kwan, Lifeng Lai, Daniel L. Lau, Xiaohui Liang, Joseph C. Liberti, Liang Liu, Durga P. Malladi, Christoph F. Mecklenbräuker, Joseph A. Paradiso, Vishal M. Patel, Yuxin Peng, Boaz Rafaely, Alejandro R. Ribeiro, Yong Man Ro, Saeed Sanei, George A. Saon, Stephan Schlamminger, Farhana Sheikh, Chao Shen, Brian Telfer, Wenwu Wang, Jing Yang, Yi Yang, Kai Yu, Wei Yu, Xiaojun Yuan, Jun Zhou, Asli Celikyilmaz, Hao Wang
2025	J	`jnl`	Cognitive Foundations for Reasoning and Their Manifestation in LLMs. CoRR Priyanka Kargupta, Shuyue Stella Li, Haocheng Wang, Jinu Lee, Shan Chen, Orevaoghene Ahia, Dean Light, Thomas L. Griffiths, Max Kleiman-Weiner, Jiawei Han, Asli Celikyilmaz, Yulia Tsvetkov
2025	B	`conf`	Efficient Tool Use with Chain-of-Abstraction Reasoning. COLING Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang
2025	J	`jnl`	EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos. CoRR Yuxuan Li, Vijay Veerabadran, Michael L. Iuzzolino, Brett D. Roads, Asli Celikyilmaz, Karl Ridgeway
2025	J	`jnl`	Embodied AI Agents: Modeling the World. CoRR Pascale Fung, Yoram Bachrach, Asli Celikyilmaz, Kamalika Chaudhuri, Delong Chen, Willy Chung, Emmanuel Dupoux, Hervé Jégou, Alessandro Lazaric, Arjun Majumdar, Andrea Madotto, Franziska Meier, Florian Metze, Théo Moutakanni, Juan Pino, Basile Terver, Joseph Tighe, Jitendra Malik
2025	A*	`conf`	Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning. ICLR Melanie Sclar, Jane Dwivedi-Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz
2025	J	`jnl`	Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework. CoRR Dong Wang, Yang Li, Ansong Ni, Ching-Feng Yeh, Youssef Emad, Xinjie Lei, Liam Robbins, Karthik Padthe, Hu Xu, Xian Li, Asli Celikyilmaz, Ramya Raghavendra, Lifei Huang, Carole-Jean Wu, Shang-wen Li
2025	J	`jnl`	PrefPalette: Personalized Preference Modeling with Latent Attributes. CoRR Shuyue Stella Li, Melanie Sclar, Hunter Lang, Ansong Ni, Jacqueline He, Puxin Xu, Andrew Cohen, Chan Young Park, Yulia Tsvetkov, Asli Celikyilmaz
2025	J	`jnl`	The Majority is not always right: RL training for solution aggregation. CoRR Wenting Zhao, Pranjal Aggarwal, Swarnadeep Saha, Asli Celikyilmaz, Jason Weston, Ilia Kulikov
2025	A*	`conf`	reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. EMNLP Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad
2025	J	`jnl`	reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs. CoRR Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad
2024	—	`conf`	ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization. ACL (Findings) David Wan, Koustuv Sinha, Srini Iyer, Asli Celikyilmaz, Mohit Bansal, Ramakanth Pasunuru
2024	J	`jnl`	Adaptive Decoding via Latent Preference Optimization. CoRR Shehzaad Dhuliawala, Ilia Kulikov, Ping Yu, Asli Celikyilmaz, Jason Weston, Sainbayar Sukhbaatar, Jack Lanchantin
2024	J	`jnl`	An Introduction to Vision-Language Modeling. CoRR Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra
2024	—	`conf`	Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. NAACL-HLT Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
2024	—	`conf`	Chain-of-Verification Reduces Hallucination in Large Language Models. ACL (Findings) Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
2024	J	`jnl`	Efficient Tool Use with Chain-of-Abstraction Reasoning. CoRR Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang
2024	J	`jnl`	Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning. CoRR Melanie Sclar, Jane A. Yu, Maryam Fazel-Zarandi, Yulia Tsvetkov, Yonatan Bisk, Yejin Choi, Asli Celikyilmaz
2024	A*	`conf`	Open-Domain Text Evaluation via Contrastive Distribution Methods. ICML Sidi Lu, Hongyi Liu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng
2024	—	`conf`	RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. NAACL-HLT Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz
2024	A*	`conf`	RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. ICLR Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian
2024	—	`conf`	The ART of LLM Refinement: Ask, Refine, and Trust. NAACL-HLT Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
2024	J	`jnl`	Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models. CoRR Yi-Lin Tuan, Xilun Chen, Eric Michael Smith, Louis Martin, Soumya Batra, Asli Celikyilmaz, William Yang Wang, Daniel M. Bikel
2023	—	`conf`	ALERT: Adapt Language Models to Reasoning Tasks. ACL (1) Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
2023	J	`jnl`	Augmented Language Models: a Survey. CoRR Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
2023	J	`jnl`	Augmented Language Models: a Survey. Trans. Mach. Learn. Res. Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
2023	J	`jnl`	Branch-Solve-Merge Improves Large Language Model Evaluation and Generation. CoRR Swarnadeep Saha, Omer Levy, Asli Celikyilmaz, Mohit Bansal, Jason Weston, Xian Li
2023	J	`jnl`	Chain-of-Verification Reduces Hallucination in Large Language Models. CoRR Shehzaad Dhuliawala, Mojtaba Komeili, Jing Xu, Roberta Raileanu, Xian Li, Asli Celikyilmaz, Jason Weston
2023	—	`conf`	Complementary Explanations for Effective In-Context Learning. ACL (Findings) Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Veselin Stoyanov, Greg Durrett, Ramakanth Pasunuru
2023	A*	`conf`	Crystal: Introspective Reasoners Reinforced with Self-Feedback. EMNLP Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz
2023	J	`jnl`	Crystal: Introspective Reasoners Reinforced with Self-Feedback. CoRR Jiacheng Liu, Ramakanth Pasunuru, Hannaneh Hajishirzi, Yejin Choi, Asli Celikyilmaz
2023	J	`jnl`	DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi
2023	A*	`conf`	Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
2023	J	`jnl`	Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
2023	J	`jnl`	How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN. Trans. Assoc. Comput. Linguistics R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz
2023	J	`jnl`	Large Language Model Programs. CoRR Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston, Jürgen Schmidhuber, Xian Li
2023	A*	`conf`	Look-back Decoding for Open-Ended Text Generation. EMNLP Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma
2023	J	`jnl`	Look-back Decoding for Open-Ended Text Generation. CoRR Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma
2023	—	`conf`	MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. ACL (Findings) Swarnadeep Saha, Xinyan Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz
2023	J	`jnl`	Making PPO even better: Value-Guided Monte-Carlo Tree Search decoding. CoRR Jiacheng Liu, Andrew Cohen, Ramakanth Pasunuru, Yejin Choi, Hannaneh Hajishirzi, Asli Celikyilmaz
2023	A	`conf`	Methods for Measuring, Updating, and Visualizing Factual Beliefs in Language Models. EACL Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
2023	J	`jnl`	OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models. CoRR Badr AlKhamissi, Siddharth Verma, Ping Yu, Zhijing Jin, Asli Celikyilmaz, Mona T. Diab
2023	J	`jnl`	Open-Domain Text Evaluation via Meta Distribution Modeling. CoRR Sidi Lu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng
2023	J	`jnl`	PathFinder: Guided Search over Multi-Step Reasoning Paths. CoRR Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2023	A*	`conf`	RECKONING: Reasoning through Dynamic Knowledge Encoding. NeurIPS Zeming Chen, Gail Weiss, Eric Mitchell, Asli Celikyilmaz, Antoine Bosselut
2023	J	`jnl`	RECKONING: Reasoning through Dynamic Knowledge Encoding. CoRR Zeming Chen, Gail Weiss, Eric Mitchell, Asli Celikyilmaz, Antoine Bosselut
2023	J	`jnl`	RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. CoRR Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian
2023	A*	`conf`	ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. ICLR Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2023	J	`jnl`	Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models. CoRR Song Jiang, Zahra Shakeri, Aaron Chan, Maziar Sanjabi, Hamed Firooz, Yinglong Xia, Bugra Akyildiz, Yizhou Sun, Jinchao Li, Qifan Wang, Asli Celikyilmaz
2023	J	`jnl`	Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan
2023	J	`jnl`	Shepherd: A Critic for Language Model Generation. CoRR Tianlu Wang, Ping Yu, Xiaoqing Ellen Tan, Sean O'Brien, Ramakanth Pasunuru, Jane Dwivedi-Yu, Olga Golovneva, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2023	—	`conf`	Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. EMNLP (Findings) Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li
2023	J	`jnl`	Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks. CoRR Zixuan Ke, Bing Liu, Wenhan Xiong, Asli Celikyilmaz, Haoran Li
2023	J	`jnl`	The ART of LLM Refinement: Ask, Refine, and Trust. CoRR Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ram Pasunuru, Mrinmaya Sachan, Jason Weston, Asli Celikyilmaz
2023	—	`conf`	Understanding In-Context Learning via Supportive Pretraining Data. ACL (1) Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang
2023	J	`jnl`	Understanding In-Context Learning via Supportive Pretraining Data. CoRR Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz, Tianlu Wang
2023	J	`jnl`	Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading. CoRR Howard Chen, Ramakanth Pasunuru, Jason Weston, Asli Celikyilmaz
2022	J	`jnl`	A Review on Language Models as Knowledge Bases. CoRR Badr AlKhamissi, Millicent Li, Asli Celikyilmaz, Mona T. Diab, Marjan Ghazvininejad
2022	J	`jnl`	ALERT: Adapting Language Models to Reasoning Tasks. CoRR Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissy, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
2022	—	`conf`	CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. NAACL-HLT Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev
2022	J	`jnl`	Complementary Explanations for Effective In-Context Learning. CoRR Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Ves Stoyanov, Greg Durrett, Ramakanth Pasunuru
2022	A*	`conf`	Discourse-Aware Soft Prompting for Text Generation. EMNLP Marjan Ghazvininejad, Vladimir Karpukhin, Vera Gor, Asli Celikyilmaz
2022	J	`jnl`	ED-FAITH: Evaluating Dialogue Summarization on Faithfulness. CoRR Sicong Huang, Asli Celikyilmaz, Haoran Li
2022	J	`jnl`	Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences. CoRR Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz
2022	—	`conf`	Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries. NAACL-HLT Xiangru Tang, Alexander R. Fabbri, Haoran Li, Ziming Mao, Griffin Adams, Borui Wang, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev
2022	—	`conf`	Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics. EMNLP (Findings) Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2022	J	`jnl`	MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. CoRR Swarnadeep Saha, Xinyan Velocity Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz
2022	J	`jnl`	OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization. CoRR Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru, Todor Mihaylov, Daniel Simig, Ping Yu, Kurt Shuster, Tianlu Wang, Qing Liu, Punit Singh Koura, Xian Li, Brian O'Horo, Gabriel Pereyra, Jeff Wang, Christopher Dewan, Asli Celikyilmaz, Luke Zettlemoyer, Ves Stoyanov
2022	J	`jnl`	ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. CoRR Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2022	A*	`conf`	STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. EMNLP Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev
2022	J	`jnl`	STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension. CoRR Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev
2022	J	`jnl`	Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky
2022	A*	`conf`	ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. EMNLP Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
2022	J	`jnl`	ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection. CoRR Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona T. Diab
2021	A	`conf`	AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. EACL Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz
2021	—	`conf`	An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. EMNLP (Findings) Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	An Exploratory Study on Long Dialogue Summarization: What Works and What's Next. CoRR Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir R. Radev
2021	J	`jnl`	CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning. CoRR Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir R. Radev
2021	J	`jnl`	CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance. CoRR Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2021	A	`conf`	Contrastive Multi-document Question Generation. EACL Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
2021	A*	`conf`	Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. AAAI Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao
2021	J	`jnl`	Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. CoRR Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, Jianfeng Gao
2021	A	`conf`	Discourse Understanding and Factual Consistency in Abstractive Summarization. EACL Saadia Gabriel, Antoine Bosselut, Jeff Da, Ari Holtzman, Jan Buys, Kyle Lo, Asli Celikyilmaz, Yejin Choi
2021	J	`jnl`	Discourse-Aware Prompt Design for Text Generation. CoRR Marjan Ghazvininejad, Vladimir Karpukhin, Asli Celikyilmaz
2021	J	`jnl`	Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs. CoRR Peter Hase, Mona T. Diab, Asli Celikyilmaz, Xian Li, Zornitsa Kozareva, Veselin Stoyanov, Mohit Bansal, Srinivasan Iyer
2021	—	`conf`	EmailSum: Abstractive Email Thread Summarization. ACL/IJCNLP (1) Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal
2021	J	`jnl`	EmailSum: Abstractive Email Thread Summarization. CoRR Shiyue Zhang, Asli Celikyilmaz, Jianfeng Gao, Mohit Bansal
2021	—	`conf`	Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
2021	J	`jnl`	Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
2021	—	`conf`	GO FIGURE: A Meta Evaluation of Factuality in Summarization. ACL/IJCNLP (Findings) Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
2021	J	`jnl`	How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN. CoRR R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz
2021	—	`conf`	QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. NAACL-HLT Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
2021	J	`jnl`	QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization. CoRR Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
2021	J	`jnl`	Vision-Language Navigation Policy Learning and Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
2020	A*	`conf`	A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. ACL Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan
2020	J	`jnl`	A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks. CoRR Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan
2020	J	`jnl`	AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. CoRR Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz
2020	—	`conf`	Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization. Eval4NLP Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov, Kieran McDonald
2020	J	`jnl`	Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization. CoRR Rahul Jha, Keping Bi, Yang Li, Mahdi Pakdaman, Asli Celikyilmaz, Ivan Zhiboedov, Kieran McDonald
2020	J	`jnl`	Evaluation of Text Generation: A Survey. CoRR Asli Celikyilmaz, Elizabeth Clark, Jianfeng Gao
2020	J	`jnl`	Go Figure! A Meta Evaluation of Factuality in Summarization. CoRR Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
2020	J	`jnl`	Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang
2020	—	`conf`	PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. EMNLP (1) Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao
2020	J	`jnl`	PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking. CoRR Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao
2020	—	`ed.`	Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, ACL 2020, Online, July 5-10, 2020 ACL (demo) Asli Celikyilmaz, Tsung-Hsien Wen
2020	—	`conf`	Quality and Relevance Metrics for Selection of Multimodal Pretraining Data. CVPR Workshops Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan
2020	—	`conf`	RMM: A Recursive Mental Model for Dialog Navigation. EMNLP (Findings) Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao
2020	J	`jnl`	RMM: A Recursive Mental Model for Dialog Navigation. CoRR Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao
2020	J	`jnl`	Reparameterized Variational Divergence Minimization for Stable Imitation. CoRR Dilip Arumugam, Debadeepta Dey, Alekh Agarwal, Asli Celikyilmaz, Elnaz Nouri, Bill Dolan
2020	—	`conf`	Substance over Style: Document-Level Targeted Content Transfer. EMNLP (1) Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan
2020	J	`jnl`	Substance over Style: Document-Level Targeted Content Transfer. CoRR Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan
2020	—	`conf`	The Amazing World of Neural Language Generation. EMNLP (Tutorial Abstracts) Yangfeng Ji, Antoine Bosselut, Thomas Wolf, Asli Celikyilmaz
2020	A*	`conf`	Working Memory Graphs. ICML Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
2019	—	`conf`	COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. ACL (1) Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi
2019	J	`jnl`	COMET: Commonsense Transformers for Automatic Knowledge Graph Construction. CoRR Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi
2019	J	`jnl`	Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow. CoRR Saadia Gabriel, Antoine Bosselut, Ari Holtzman, Kyle Lo, Asli Celikyilmaz, Yejin Choi
2019	—	`conf`	Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. NAACL-HLT (1) Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin
2019	J	`jnl`	Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. CoRR Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin
2019	J	`jnl`	Efficient Adaptation of Pretrained Transformers for Abstractive Summarization. CoRR Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi
2019	A*	`conf`	Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. AAAI Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He
2019	—	`conf`	Learning Compressed Sentence Representations for On-Device Text Processing. ACL (1) Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
2019	J	`jnl`	Learning Compressed Sentence Representations for On-Device Text Processing. CoRR Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin
2019	A*	`conf`	Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. CVPR Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
2019	—	`conf`	Robust Navigation with Language Pretraining and Stochastic Sampling. EMNLP/IJCNLP (1) Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah A. Smith, Yejin Choi
2019	J	`jnl`	Robust Navigation with Language Pretraining and Stochastic Sampling. CoRR Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah A. Smith, Yejin Choi
2019	—	`conf`	Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts. ACL (1) Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith
2019	—	`conf`	Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. ACL (1) Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin
2019	J	`jnl`	Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. CoRR Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin
2019	J	`jnl`	Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator. CoRR Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan
2019	J	`jnl`	Working Memory Graphs. CoRR Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
2018	—	`conf`	Deep Communicating Agents for Abstractive Summarization. NAACL-HLT Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi
2018	J	`jnl`	Deep Communicating Agents for Abstractive Summarization. CoRR Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi
2018	—	`conf`	Deep Learning for Dialogue Systems. COLING (Tutorials) Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür
2018	—	`conf`	Discourse-Aware Neural Rewards for Coherent Text Generation. NAACL-HLT Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi
2018	J	`jnl`	Discourse-Aware Neural Rewards for Coherent Text Generation. CoRR Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi
2018	J	`jnl`	Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. CoRR Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He
2018	—	`conf`	Learning and Analyzing Vector Encoding of Symbolic Representation. ICLR (Workshop) Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh
2018	J	`jnl`	Learning and analyzing vector encoding of symbolic representations. CoRR Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky
2018	J	`jnl`	Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. CoRR Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
2017	A*	`conf`	Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning. EMNLP Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
2017	J	`jnl`	Composite Task-Completion Dialogue System via Hierarchical Deep Reinforcement Learning. CoRR Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong
2017	—	`conf`	Deep Learning for Dialogue Systems. ACL (Tutorial Abstracts) Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür
2017	—	`conf`	End-to-End Task-Completion Neural Dialogue Systems. IJCNLP(1) Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz
2017	J	`jnl`	Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. CoRR Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz
2017	J	`jnl`	Scaffolding Networks for Teaching and Learning to Comprehend. CoRR Asli Celikyilmaz, Li Deng, Lihong Li, Chong Wang
2017	J	`jnl`	Spoken language understanding and interaction: machine learning for human-like conversational systems. Comput. Speech Lang. Milica Gasic, Dilek Hakkani-Tür, Asli Celikyilmaz
2016	A	`conf`	A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding. INTERSPEECH Asli Celikyilmaz, Ruhi Sarikaya, Dilek Hakkani-Tür, Xiaohu Liu, Nikhil Ramesh, Gökhan Tür
2016	J	`jnl`	An Empirical Investigation of Word Class-Based Features for Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. Asli Celikyilmaz, Ruhi Sarikaya, Minwoo Jeong, Anoop Deoras
2016	—	`conf`	An overview of end-to-end language understanding and dialog management for personal digital assistants. SLT Ruhi Sarikaya, Paul A. Crook, Alex Marin, Minwoo Jeong, Jean-Philippe Robichaud, Asli Celikyilmaz, Young-Bum Kim, Alexandre Rochette, Omar Zia Khan, Xiaohu Liu, Daniel Boies, Tasos Anastasakos, Zhaleh Feizollahi, Nikhil Ramesh, Hisami Suzuki, Roman Holenstein, Elizabeth Krawczyk, Vasiliy Radostev
2016	J	`jnl`	Associative Adversarial Networks. CoRR Tarik Arici, Asli Celikyilmaz
2016	—	`conf`	Intent detection using semantically enriched word embeddings. SLT Joo-Kyung Kim, Gökhan Tür, Asli Celikyilmaz, Bin Cao, Ye-Yi Wang
2016	J	`jnl`	Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	A	`conf`	Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang
2016	—	`conf`	Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	—	`conf`	Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform. HLT-NAACL Demos Paul A. Crook, Alex Marin, Vipul Agarwal, Khushboo Aggarwal, Tasos Anastasakos, Ravi Bikkula, Daniel Boies, Asli Celikyilmaz, Senthilkumar Chandramohan, Zhaleh Feizollahi, Roman Holenstein, Minwoo Jeong, Omar Zia Khan, Young-Bum Kim, Elizabeth Krawczyk, Xiaohu Liu, Danko Panic, Vasiliy Radostev, Nikhil Ramesh, Jean-Philippe Robichaud, Alexandre Rochette, Logan Stromberg, Ruhi Sarikaya
2015	C	`conf`	A universal model for flexible item selection in conversational dialogs. ASRU Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
2015	—	`conf`	Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. AAAI Spring Symposia Asli Celikyilmaz, Dilek Hakkani-Tür, Panupong Pasupat, Ruhi Sarikaya
2015	Misc	`conf`	Investigation of ensemble models for sequence learning. ICASSP Asli Celikyilmaz, Dilek Hakkani-Tür
2015	C	`conf`	Natural language understanding for partial queries. ASRU Xiaohu Liu, Asli Celikyilmaz, Ruhi Sarikaya
2014	Misc	`conf`	A variational Bayesian model for user intent detection. ICASSP Yangfeng Ji, Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür
2014	B	`conf`	Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions. ICMI Dilek Hakkani-Tür, Malcolm Slaney, Asli Celikyilmaz, Larry P. Heck
2014	A	`conf`	Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding. INTERSPEECH Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür, Geoffrey Zweig
2014	A*	`conf`	Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces. EMNLP Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
2014	A	`conf`	Shrinkage based features for slot tagging with conditional random fields. INTERSPEECH Ruhi Sarikaya, Asli Celikyilmaz, Anoop Deoras, Minwoo Jeong
2013	A	`conf`	A weakly-supervised approach for discovering new user intents from search query logs. INTERSPEECH Dilek Hakkani-Tür, Asli Celikyilmaz, Larry P. Heck, Gökhan Tür
2013	Misc	`conf`	Easy contextual intent prediction and slot detection. ICASSP Aditya Bhargava, Asli Celikyilmaz, Dilek Hakkani-Tür, Ruhi Sarikaya
2013	A	`conf`	IsNL? a discriminative approach to detect natural language like queries for conversational understanding. INTERSPEECH Asli Celikyilmaz, Gökhan Tür, Dilek Hakkani-Tür
2013	Misc	`conf`	Latent semantic modeling for slot filling in conversational understanding. ICASSP Gökhan Tür, Asli Celikyilmaz, Dilek Hakkani-Tür
2013	—	`conf`	Learning to Relate Literal and Sentimental Descriptions of Visual Properties. HLT-NAACL Mark Yatskar, Svitlana Volkova, Asli Celikyilmaz, Bill Dolan, Luke Zettlemoyer
2013	—	`conf`	Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression. ACL (1) Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ruhi Sarikaya
2012	A	`conf`	A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System. INTERSPEECH Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Celikyilmaz
2012	—	`conf`	A Joint Model for Discovery of Aspects in Utterances. ACL (1) Asli Celikyilmaz, Dilek Hakkani-Tür
2012	—	`conf`	Mining Search Query Logs for Spoken Language Understanding. SDCTD@NAACL-HLT Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz
2012	—	`conf`	Statistical semantic interpretation modeling for spoken language understanding with enriched semantic features. SLT Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür
2011	A	`conf`	Approximate Inference for Domain Detection in Spoken Language Understanding. INTERSPEECH Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür
2011	Misc	`conf`	Concept-based classification for multi-document summarization. ICASSP Asli Celikyilmaz, Dilek Hakkani-Tür
2011	A*	`conf`	Discovery of Topically Coherent Sentences for Extractive Summarization. ACL Asli Celikyilmaz, Dilek Hakkani-Tür
2011	C	`conf`	Employing web search query click logs for multi-domain spoken language understanding. ASRU Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy
2011	C	`conf`	Exploiting distance based similarity in topic models for user intent detection. ASRU Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür, Ashley Fidler, Dustin Hillard
2011	A	`conf`	Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding. INTERSPEECH Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gökhan Tür
2011	A	`conf`	Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling. INTERSPEECH Gökhan Tür, Dilek Hakkani-Tür, Dustin Hillard, Asli Celikyilmaz
2010	A*	`conf`	A Hybrid Hierarchical Model for Multi-Document Summarization. ACL Asli Celikyilmaz, Dilek Hakkani-Tür
2010	J	`jnl`	Decision making with imprecise parameters. Int. J. Approx. Reason. Asli Celikyilmaz, I. Burhan Türksen
2010	A	`conf`	Extractive summarization using a latent variable model. INTERSPEECH Asli Celikyilmaz, Dilek Hakkani-Tür
2010	—	`conf`	Probabilistic model-based sentiment analysis of twitter messages. SLT Asli Celikyilmaz, Dilek Hakkani-Tür, Junlan Feng
2009	J	`jnl`	A Genetic Fuzzy System Based On Improved Fuzzy Functions. J. Comput. Asli Celikyilmaz, I. Burhan Türksen
2009	—	`conf`	A Graph-based Semi-Supervised Learning for Question-Answering. ACL/IJCNLP Asli Celikyilmaz, Marcus Thint, Zhiheng Huang
2009	J	`jnl`	A Soft-Link Spectral Model for Link Prediction. Int. J. Semantic Comput. Asli Celikyilmaz
2009	A*	`conf`	Accurate Semantic Class Classifier for Coreference Resolution. EMNLP Zhiheng Huang, Guangping Zeng, Weiqun Xu, Asli Celikyilmaz
2009	J	`jnl`	Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions. Expert Syst. Appl. Asli Celikyilmaz, I. Burhan Türksen, Ramazan Aktas, M. Mete Doganay, N. Basak Ceylan
2009	A*	`conf`	Investigation of Question Classifier in Question Answering. EMNLP Zhiheng Huang, Marcus Thint, Asli Celikyilmaz
2009	—	`book`	Modeling Uncertainty with Fuzzy Logic - With Recent Theory and Applications Asli Celikyilmaz, I. Burhan Türksen
2009	—	`conf`	Soft-Link Spectral Clustering for Information Extraction. ICSC Asli Celikyilmaz
2009	—	`conf`	Spectral Learning with Type-2 Fuzzy Numbers for Question/Answering System. IFSA/EUSFLAT Conf. Asli Celikyilmaz, I. Burhan Türksen
2008	J	`jnl`	Enhanced Fuzzy System Models With Improved Fuzzy Clustering Algorithm. IEEE Trans. Fuzzy Syst. Asli Celikyilmaz, I. Burhan Türksen
2008	—	`conf`	Semantic approach to text entailment for question answering - new domain for uncertainty modeling. IEEE ICCI Asli Celikyilmaz, Marcus Thint
2008	J	`jnl`	Uncertainty Modeling of Improved Fuzzy Functions With Evolutionary Systems. IEEE Trans. Syst. Man Cybern. Part B Asli Celikyilmaz, I. Burhan Türksen
2008	B	`conf`	Uncertainty bounds of Fuzzy C-Regression Method. FUZZ-IEEE Asli Celikyilmaz, I. Burhan Türksen
2008	J	`jnl`	Validation criteria for enhanced fuzzy clustering. Pattern Recognit. Lett. Asli Celikyilmaz, I. Burhan Türksen
2007	—	`conf`	A New Classifier Design with Fuzzy Functions. RSFDGrC Asli Celikyilmaz, I. Burhan Türksen, Ramazan Aktas, M. Mete Doganay, N. Basak Ceylan
2007	—	`conf`	Evolution of Fuzzy System Models: An Overview and New Directions. RSFDGrC Asli Celikyilmaz, I. Burhan Türksen
2007	B	`conf`	Evolutionary fuzzy system models with improved fuzzy functions and its application to industrial process. SMC Asli Celikyilmaz, I. Burhan Türksen
2007	J	`jnl`	Fuzzy functions with support vector machines. Inf. Sci. Asli Celikyilmaz, I. Burhan Türksen
2007	—	`ch.`	New Cluster Validity Index with Fuzzy Functions. Analysis and Design of Intelligent Systems using Soft Computing Techniques Asli Celikyilmaz, I. Burhan Türksen