mohit iyyer

@inproceedings{rlhf23,
author={Simeng Sun and Dhawal Gupta and Mohit Iyyer},
booktitle = {arXiv},
Year = "2023",
Title={Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF
},
}
            

@inproceedings{pearl23,
author={Simeng Sun and Yang Liu and Shuohang Wang and Chenguang Zhu and Mohit Iyyer},
booktitle = {arXiv},
Year = "2023",
Title={PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
},
}
            

@inproceedings{factscore23,
author={Sewon Min and Kalpesh Krishna and Xinxi Lyu and Mike Lewis and Wen-tau Yih and Pang Wei Koh and Mohit Iyyer and Luke Zettlemoyer and Hannaneh Hajishirzi},
booktitle = {arXiv},
Year = "2023",
Title={FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
},
}
            

@inproceedings{knnlm23,
author={Shufan Wang and Yixiao Song and Andrew Drozdov and Aparna Garimella and Varun Manjunatha and Mohit Iyyer},
booktitle = {arXiv},
Year = "2023",
Title={KNN-LM Does Not Improve Open-ended Text Generation
},
}
            

@inproceedings{litmt23,
author={Marzena Karpinska and  Mohit Iyyer},
booktitle = {arXiv},
Year = "2023",
Title={Large language models effectively leverage document-level context for literary translation, but critical errors persist
},
}
            

@inproceedings{ipt23,
author={Simeng Sun and Yang Liu and Dan Iter and Chenguang Zhu and Mohit Iyyer},
booktitle = {arXiv},
Year = "2023",
Title={How Does In-Context Learning Help Prompt Tuning?},
}
            

        @inproceedings{detect23,
        author={Kalpesh Krishna and Yixiao Song and Marzena Karpinska and John Wieting and  Mohit Iyyer},
        booktitle = {Conference on Neural Information Processing Systems},
        Year = "2023",
        Title={Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense
        },
        }
                    

@inproceedings{lfqa23,
author={Fangyuan Xu and Yixiao Song and Mohit Iyyer and Eunsol Choi},
Booktitle = {Association of Computational Linguistics},
Year = "2023",
Title={A Critical Evaluation of Evaluations for Long-form Question Answering},
}
                    

        @inproceedings{stealing23,
        author={Ali Naseh and Kalpesh Krishna and Mohit Iyyer and Amir Houmansadr},
        booktitle = {ACM Computer and Communications Security Conference},
        Year = "2023",
        Title={On the Risks of Stealing the Decoding Algorithms of Language Models},
        }
                    

@inproceedings{disco23,
author={Nader Akoury and Ronan Salz and Mohit Iyyer},
booktitle = {Workshop on Creative AI Across Modalities, AAAI 2023},
Year = "2023",
Title={Towards Grounded Dialogue Generation in Video Game Environments},
}
                    

@inproceedings{longeval23,
author={Kalpesh Krishna and Erin Bransom and Bailey Kuehl and Mohit Iyyer and Pradeep Dasigi and Arman Cohan and Kyle Lo},
booktitle = {European Chapter of the Association for Computational Linguistics},
Year = "2023",
Title={LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization},
}
                    

@inproceedings{coref23,
author={Ankita Gupta and Marzena Karpinska and Wenlong Zhao and Kalpesh Krishna and Jack Merullo and Luke Yeh and Mohit Iyyer and Brendan O'Connor},
booktitle = {Findings of European Chapter of the Association for Computational Linguistics},
Year = "2023",
Title={ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution},
}
                    

@inproceedings{rankgen22,
author={Kalpesh Krishna and Yapei Chang and John Wieting and Mohit Iyyer},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={RankGen: Improving Text Generation with Large Ranking Models},
}
                    

@inproceedings{multilingual22,
author={Tu Vu and Aditya Barua and Brian Lester and Daniel Cer and Mohit Iyyer and Noah Constant},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation},
}
                    

@inproceedings{par22,
author={Katherine Thai and Marzena Karpinska and Kalpesh Krishna and William Ray and Moira Inghilleri and John Wieting and Mohit Iyyer},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature},
}
                    

@inproceedings{sling22,
author={Yixiao Song and Kalpesh Krishna and Rajesh Bhatt and Mohit Iyyer},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={SLING: Sino Linguistic Evaluation of Large Language Models},
}
                    

@inproceedings{demetr22,
author={Marzena Karpinska and Nishant Raj and Katherine Thai and Yixiao Song and Ankita Gupta and Mohit Iyyer},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={DEMETR: Diagnosing Evaluation Metrics for Translation},
}
                    

@inproceedings{knnlm22,
author={Andrew Drozdov and Shufan Wang and Razieh Rahimi and Andrew McCallum and Hamed Zamani and Mohit Iyyer},
booktitle = {Empirical Methods in Natural Language Processing},
Year = "2022",
Title={You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the KNN-LM},
}
                    

@inproceedings{lfqa22,
author={Shufan Wang and Fangyuan Xu and Laure Thompson and Eunsol Choi and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2022",
Title={Modeling Exemplification in Long-form Question Answering via Retrieval},
}
                    

@inproceedings{chbrk22,
author={Simeng Sun and Katherine Thai and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2022",
Title={ChapterBreak: A Challenge Dataset for Long-Range Language Models},
}
                    

@inproceedings{relic22,
author={Katherine Thai and Yapei Chang and Kalpesh Krishna and Mohit Iyyer},
Booktitle = {Association of Computational Linguistics},
Year = "2022",
Title={RELiC: Retrieving Evidence for Literary Claims},
}
                    

@inproceedings{neg22,
author={Simeng Sun and Brian Dillon and Mohit Iyyer},
Booktitle = {Workshop on Insights from Negative Results in NLP @ ACL 2022},
Year = "2022",
Title={How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge?},
}
                    

@inproceedings{long21,
author={Simeng Sun and Kalpesh Krishna and Andrew Mattarella-Micke and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={Do Long-Range Language Models Actually Use Long-Range Context?},
}
                    

@inproceedings{strata21,
author={Tu Vu and Minh-Thang Luong and Quoc Le and Grady Simon and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={STraTA: Self-Training with Task Augmentation for Better Few-shot Learning.},
}
                    

@inproceedings{perils21,
author={Marzena Karpinska and Nader Akoury and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation.},
}
                    

@inproceedings{pb21,
author={Shufan Wang and Laure Thompson and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration.},
}
                    

@inproceedings{diora21,
author={Zhiyang Xu and Andrew Drozdov and Jay Yoon Lee and Tim O'Gorman and Subendhu Rongali and Dylan Finkbeiner and Shilpa Suresh and Mohit Iyyer and Andrew McCallum},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={Improved Latent Tree Induction with Distant Supervision via Span Constraints.},
}
                    

@inproceedings{iga21,
author={Simeng Sun and Wenlong Zhao and Varun Manjunatha and Rajiv Jain and Vlad Morariu and Franck Dernoncourt and Balaji Vasan Srinivasan and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2021",
Title={IGA: An Intent-Guided Authoring Assistant.},
}
                    

@inproceedings{enmt21,
author={Sumanta Bhattacharyya and Pedram Rooshenas and Subhajit Naskar and Simeng Sun and Mohit Iyyer and Andrew McCallum},
Booktitle = {Association for Computational Linguistics},
Year = "2021",
Title={Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.},
}
                    

@inproceedings{clinical21,
author={Iman Deznabi and Mohit Iyyer and Madalina Fiterau},
Booktitle = {Findings of the Association for Computational Linguistics},
Year = "2021",
Title={Predicting in-hospital mortality by combining clinical notes with time-series data},
}
                    

@inproceedings{wifimod21,
author={Amee Trivedi and Kate Silverstein and Emma Strubell and Mohit Iyyer and Prashant Shenoy},
Booktitle = {ACM COMPASS},
Year = "2021",
Title={WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing},
}
                    

@inproceedings{lfqa21,
author={Kalpesh Krishna and Aurko Roy and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2021",
Title={Hurdles to Progress in Long-form Question Answering},
}
                    

@inproceedings{tabbie21,
author={Hiroshi Iida and June Thai and Varun Manjunatha and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2021",
Title={TABBIE: Pretrained Representations of Tabular Data},
}
                    

@inproceedings{stupidlm21,
author={Simeng Sun and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2021",
Title={Revisiting Simple Neural Probabilistic Language Models},
}
                    

@inproceedings{eacl21,
author={Haw-Shiuan Chang and Jiaming Yuan and Mohit Iyyer and Andrew McCallum},
Booktitle = {European Chapter of the Association for Computational Linguistics},
Year = "2021",
Title={Changing the Mind of Transformers for Topically-Controllable Language Generation},
}
                    

@inproceedings{ecir20,
author={Chen Qu and Liu Yang and Cen Chen and W. Bruce Croft and Kalpesh Krishna and Mohit Iyyer},
Booktitle = {European Conference on Information Retrieval},
Year = "2021",
Title={Weakly-Supervised Open-Retrieval Conversational Question Answering},
}
                    

@inproceedings{tropes20,
author={Dhruvil Gala and Mohammad Omar Khursheed and Hannah Lerner and Brendan O'Connor and Mohit Iyyer},
Booktitle = {Workshop on NLP and CSS at EMNLP},
Year = "2020",
Title={Analyzing Gender Bias within Narrative Tropes},
}
                    

@inproceedings{transfer20,
author={Tu Vu and Tong Wang and Tsendsuren Munkhdalai and Alessandro Sordoni and Adam Trischler and Andrew Mattarella-Micke and Subhransu Maji and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2020",
Title={Exploring and Predicting Transferability across NLP Tasks},
}
                    

@inproceedings{style20,
author={Kalpesh Krishna and John Wieting and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2020",
Title={Reformulating Unsupervised Style Transfer as Paraphrase Generation},
}
                    

@inproceedings{storium20,
author={Nader Akoury and Shufan Wang and Josh Whiting and Stephen Hood and Nanyun Peng and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2020",
Title={STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation},
}
                    

@inproceedings{sdiora20,
author={Andrew Drozdov and Subendhu Rongali and Yi-Pei Chen and Tim O'Gorman and Mohit Iyyer and Andrew McCallum},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2020",
Title={Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders},
}
                    

@inproceedings{acl2020,
Author = {Weiqiu You and Simeng Sun and Mohit Iyyer},
Booktitle = {Association for Computational Linguistics},
Year = "2020",
Title = {Hard-Coded Gaussian Attention for Neural Machine Translation}
}
                    

@inproceedings{openconvqa,
Author = {Chen Qu and Liu Yang and Cen Chen and Minghui Qiu and W. Bruce Croft and Mohit Iyyer},
Booktitle = {43rd International ACM SIGIR Conference on Research and Development in Information Retrieval},
Year = "2020",
Title = {Open-Retrieval Conversational Question Answering}
}
                    

@inproceedings{lrec2020,
Author = {Fenfei Guo and Jordan Boyd-Graber and Mohit Iyyer and Leah Findlater},
Booktitle = {Language Resources and Evaluation Conference},
Year = "2020",
Title = {Which Evaluations Uncover Sense Representations that Actually Make Sense?}
}
                    

@inproceedings{thieves20,
Author = {Kalpesh Krishna and Gaurav Singh Tomar and Ankur Parikh and Nicolas Papernot and Mohit Iyyer},
Booktitle = {International Conference on Learning Representations},
Year = "2020",
Title = {Thieves on Sesame Street! Model Extraction of BERT-based APIs.}
}
                    

@inproceedings{football2019,
Author = {Jack Merullo and Luke Yeh and Abram Handler and Alvin Grissom II and Brendan O'Connor and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2019",
Title = {Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts.}
}
                    

@inproceedings{diora2_2019,
Author = {Andrew Drozdov and Patrick Verga and Yi-Pei Chen and Mohit Iyyer and Andrew McCallum},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2019",
Title = {Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders}
}
                    

@inproceedings{cikm2019,
Author = {Chen Qu and Liu Yang and Minghui Qiu and Yongfeng Zhang and Cen Chen and W. Bruce Croft and Mohit Iyyer},
Booktitle = {Conference on Information and Knowledge Management},
Year = "2019",
Title = {Attentive History Selection for Conversational Question Answering} 
                    

@inproceedings{synst2019,
Author = {Nader Akoury and Kalpesh Krishna and Mohit Iyyer},
Booktitle = {Association for Computational Linguistics},
Year = "2019",
Title = {Syntactically Supervised Transformers for Faster Neural Machine Translation}
}
                    

@inproceedings{squash2019,
Author = {Kalpesh Krishna and Mohit Iyyer},
Booktitle = {Association for Computational Linguistics},
Year = "2019",
Title = {Generating Question-Answer Hierarchies}
}
                    

@inproceedings{paraemb2019,
Author = {Tu Vu and Mohit Iyyer},
Booktitle = {Association for Computational Linguistics},
Year = "2019",
Title = {Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification}
}
                    

@inproceedings{QB2019,
Author = {Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan Boyd-Graber},
Booktitle = {arXiv},
Year = "2019",
Title = {Quizbowl: The Case for Incremental Question Answering}
}
                    

@inproceedings{ConvQA2019,
Author = {Chen Qu and Liu Yang and Minghui Qiu and W. Bruce Croft and Yongfeng Zhang and Mohit Iyyer},
Booktitle = {42nd International ACM SIGIR Conference on Research and Development in Information Retrieval},
Year = "2019",
Title = {BERT with History Modeling for Conversational Question Answering}
}
                    

@inproceedings{DIORA2019,
Author = {Andrew Drozdov and Patrick Verga and Mohit Yadav and Mohit Iyyer and Andrew McCallum},
Booktitle = {North American Association for Computational Linguistics},
Year = "2019",
Title = {Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders}
}
                    

@inproceedings{Wang2019,
Author = {Shufan Wang and Mohit Iyyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2019",
Title = {Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism}
}
                    

@inproceedings{ChoiQuAC2018,
Author = {Eunsol Choi and He He and Mohit Iyyer and Mark Yatskar and Wen-tau Yih and Yejin Choi and Percy Liang and Luke Zettlemoyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2018",
Title = {QuAC: Question Answering in Context}
}
                    

@inproceedings{FengRAWR2018,
Author = {Shi Feng and Eric Wallace and Alvin Grissom II and Mohit Iyyer and Pedro Rodriguez and Jordan Boyd-Graber},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2018",
Title = {Pathologies of Neural Models Make Interpretation Difficult}
}
                    

@inproceedings{KrishnaRevisit2018,
Author = {Kalpesh Krishna and Preethi Jyothi and Mohit Iyyer},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = "2018",
Title = {Revisiting the Importance of Encoding Logic Rules in Sentiment Classification}
                    

@inproceedings{IyyerSCPN2018,
Author = {Mohit Iyyer and John Wieting and Kevin Gimpel and Luke Zettlemoyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2018",
Title = {Adversarial Example Generation with Syntactically Controlled Paraphrase Networks}
}
                    

@inproceedings{PetersELMo2018,
Author = {Matthew E. Peters and Mark Neumann and Mohit Iyyer and Matt Gardner and Christopher Clark and Kenton Lee and Luke Zettlemoyer},
Booktitle = {North American Association for Computational Linguistics},
Year = "2018",
Title = {Deep contextualized word representations}
}
                    

@inproceedings{Manjunatha2018,
Author = {Varun Manjunatha and Mohit Iyyer and Jordan Boyd-Graber and Larry Davis},
Booktitle = {North American Association for Computational Linguistics},
Year = "2018",
Title = {Learning to Color from Language}
}
                    

@inproceedings{IyyerSQA2016,
Author = {Mohit Iyyer and Wen-tau Yih and Ming-Wei Chang},
Booktitle = {Association for Computational Linguistics},
Year = "2017",
Title = {Search-based Neural Structured Learning for Sequential Question Answering}
}
                    

@inproceedings{IyyerComics2016,
Author = {Mohit Iyyer and Varun Manjunatha and Anupam Guha and Yogarshi Vyas and Jordan Boyd-Graber 
and Hal {Daum\'{e} III} and Larry Davis},
Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},
Year = "2017",
Title = {The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives}
}
                    

@inproceedings{Chaturvedi:Iyyer:Daume-III-2016,
Author = {Snigdha Chaturvedi and Mohit Iyyer and Hal {Daum\'{e} III}},
Booktitle = {Association for the Advancement of Artificial Intelligence},
Year = {2017},
Title = {Unsupervised Learning of Evolving Relationships Between Literary Characters},
}
                    

@inproceedings{Iyyer:Guha:Chaturvedi:Boyd-Graber:Daume-III-2016,
Author = {Mohit Iyyer and Anupam Guha and Snigdha Chaturvedi and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
Booktitle = {North American Association for Computational Linguistics},
Location = {San Diego, CA},
Year = {2016},
Title = {Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships},
}
                    

@inproceedings{Guha:Iyyer:Boyd-Graber-2016,
Author = {Anupam Guha and Mohit Iyyer and Jordan Boyd-Graber},
Booktitle = {NAACL Human-Computer Question Answering Workshop},
Location = {San Diego},
Year = {2016},
Title = {A Distorted Skull Lies in the Bottom Center: Identifying Paintings from Text Descriptions},
}
                    

@inproceedings{DMN2016,
Author = {Ankit Kumar and Ozan Irsoy and Peter Ondruska and Mohit Iyyer and James Bradbury and Ishaan Gulrajani and Victor Zhong and Romain Paulus and Richard Socher}, 
Booktitle = {International Conference on Machine Learning},
Year = {2016}, 
Title = {Ask Me Anything: Dynamic Memory Networks for Natural Language Processing},
}
                    

@inproceedings{Boyd-Graber:Iyyer:He:Daume-III-2015,
Author = {Jordan Boyd-Graber and Mohit Iyyer and He He and Hal {Daum\'{e} III}},
Booktitle = {Neural Information Processing Systems},
Location = {Montreal, Canada},
Year = {2015},
Title = {Interactive Incremental Question Answering},
}
                    

@inproceedings{Iyyer:Manjunatha:Boyd-Graber:III}-2015,
Title = {Deep Unordered Composition Rivals Syntactic Methods for Text Classification},
Booktitle = {Association for Computational Linguistics},
Author = {Mohit Iyyer and Varun Manjunatha and Jordan Boyd-Graber and Hal {Daum\'{e} III}},
Year = {2015},
Location = {Beijing, China}
}
                    

@inproceedings{Guha:Iyyer:Bouman:Boyd-Graber-2015,
Title = {Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers.},
Author = {Anupam Guha and Mohit Iyyer and Danny Bouman and Jordan Boyd-Graber},
Booktitle = {North American Association for Computational Linguistics},
Year = {2015},
Location = {Denver, Colorado}
}
                

@inproceedings{Iyyer:Boyd-Graber:Daume-2014,
Title = {Generating Sentences from Semantic Vector Space Representations},
Author = {Mohit Iyyer and Jordan Boyd-Graber and Hal {Daum\'e III}},
Booktitle = {NIPS Workshop on Learning Semantics},
Year = {2014},
Location = {Montreal, Canada}
}
                

@inproceedings{Iyyer:Boyd-Graber:Claudino:Socher:Daume-2014,
Title = {A Neural Network for Factoid Question Answering over Paragraphs},
Author = {Mohit Iyyer and Jordan Boyd-Graber and Leonardo Claudino and Richard Socher and Hal {Daum\'e III}},
Booktitle = {Empirical Methods in Natural Language Processing},
Year = {2014},
Location = {Doha, Qatar},
}
                

@inproceedings{Iyyer:Enns:Boyd-Graber:Resnik-2014,
Title = {Political Ideology Detection Using Recursive Neural Networks},
Author = {Mohit Iyyer and Peter Enns and Jordan Boyd-Graber and Philip Resnik},
Booktitle = {Association for Computational Linguistics},
Year = {2014},
Location = {Baltimore, Maryland},
}