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NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics


Dec 16, 2021
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi


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PROMPT WAYWARDNESS: The Curious Case of Discretized Interpretation of Continuous Prompts


Dec 15, 2021
Daniel Khashabi, Shane Lyu, Sewon Min, Lianhui Qin, Kyle Richardson, Sameer Singh, Sean Welleck, Hannaneh Hajishirzi, Tushar Khot, Ashish Sabharwal, Yejin Choi

* Work in Progress 

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Time Waits for No One! Analysis and Challenges of Temporal Misalignment


Nov 14, 2021
Kelvin Luu, Daniel Khashabi, Suchin Gururangan, Karishma Mandyam, Noah A. Smith

* 9 pages, 6 figures, 3 tables 

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Learning to Solve Complex Tasks by Talking to Agents


Oct 16, 2021
Tushar Khot, Kyle Richardson, Daniel Khashabi, Ashish Sabharwal


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Reframing Instructional Prompts to GPTk's Language


Sep 16, 2021
Swaroop Mishra, Daniel Khashabi, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi

* 9 pages 

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Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions?


Jun 02, 2021
Jieyu Zhao, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Kai-Wei Chang

* 9 pages, Findings of ACL-IJCNLP 2021 

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Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions


Apr 18, 2021
Swaroop Mishra, Daniel Khashabi, Chitta Baral, Hannaneh Hajishirzi

* 18 pages 

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GooAQ: Open Question Answering with Diverse Answer Types


Apr 18, 2021
Daniel Khashabi, Amos Ng, Tushar Khot, Ashish Sabharwal, Hannaneh Hajishirzi, Chris Callison-Burch


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Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge


Feb 05, 2021
Sumithra Bhakthavatsalam, Daniel Khashabi, Tushar Khot, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Peter Clark


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GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation


Jan 17, 2021
Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld


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Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies


Jan 06, 2021
Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant

* Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2021. Author's final version 

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ParsiNLU: A Suite of Language Understanding Challenges for Persian


Dec 11, 2020
Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh

* (work in progress) 

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UnQovering Stereotyping Biases via Underspecified Questions


Oct 10, 2020
Tao Li, Tushar Khot, Daniel Khashabi, Ashish Sabharwal, Vivek Srikumar

* Accepted at Findings of EMNLP 2020 

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Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models


Sep 01, 2020
Tushar Khot, Daniel Khashabi, Kyle Richardson, Peter Clark, Ashish Sabharwal


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Temporal Common Sense Acquisition with Minimal Supervision


May 08, 2020
Ben Zhou, Qiang Ning, Daniel Khashabi, Dan Roth

* Accepted by ACL 2020 

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UnifiedQA: Crossing Format Boundaries With a Single QA System


May 02, 2020
Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter Clark, Hannaneh Hajishirzi


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TransOMCS: From Linguistic Graphs to Commonsense Knowledge


May 01, 2020
Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

* Accepted by IJCAI 2020 

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Natural Perturbation for Robust Question Answering


Apr 09, 2020
Daniel Khashabi, Tushar Khot, Ashish Sabharwal


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Evaluating NLP Models via Contrast Sets


Apr 06, 2020
Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hanna Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou


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Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses


Nov 10, 2019
Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth


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From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project


Sep 11, 2019
Peter Clark, Oren Etzioni, Daniel Khashabi, Tushar Khot, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Niket Tandon, Sumithra Bhakthavatsalam, Dirk Groeneveld, Michal Guerquin, Michael Schmitz

* v2 add authors (content unchanged) 

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"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding


Sep 06, 2019
Ben Zhou, Daniel Khashabi, Qiang Ning, Dan Roth

* EMNLP 2019 (short paper). arXiv admin note: text overlap with arXiv:1908.04926 

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Reasoning-Driven Question-Answering for Natural Language Understanding


Aug 14, 2019
Daniel Khashabi

* PhD Dissertation; Presented to Computer and Information Sciences department, at the University of Pennsylvania 

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Solving Hard Coreference Problems


Jul 11, 2019
Haoruo Peng, Daniel Khashabi, Dan Roth

* NAACL 2015. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 

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Zero-Shot Open Entity Typing as Type-Compatible Grounding


Jul 07, 2019
Ben Zhou, Daniel Khashabi, Chen-Tse Tsai, Dan Roth

* 16 pages, 5 figures, Accepted at EMNLP 2018 

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PerspectroScope: A Window to the World of Diverse Perspectives


Jun 11, 2019
Sihao Chen, Daniel Khashabi, Chris Callison-Burch, Dan Roth

* To appear in ACL 2019 system demonstration track 

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Question Answering as Global Reasoning over Semantic Abstractions


Jun 09, 2019
Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth

* Appeared in AAAI'18 

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Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims


Jun 08, 2019
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth

* In Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2019) 

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On the Capabilities and Limitations of Reasoning for Natural Language Understanding


Jan 08, 2019
Daniel Khashabi, Erfan Sadeqi Azer, Tushar Khot, Ashish Sabharwal, Dan Roth


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Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks


Jul 25, 2017
Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi, Christos Christodoulopoulos, Mark Summons, Saurabh Sinha, Dan Roth

* Seventh International Workshop on Statistical Relational AI, 2017 

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