Mohit Iyyer

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 141

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry W. Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V. Le, Thang Luong
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. ACL (Findings) (2024)
Chau Minh Pham, Simeng Sun, Mohit Iyyer
Suri: Multi-constraint Instruction Following for Long-form Text Generation. CoRR (2024)
Yapei Chang, Kyle Lo, Tanya Goyal, Mohit Iyyer
BooookScore: A systematic exploration of book-length summarization in the era of LLMs. ICLR (2024)
Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer
FABLES: Evaluating faithfulness and content selection in book-length summarization. CoRR (2024)
Prasanna Lakkur Subramanyam, Mohit Iyyer, Brian Neil Levine
Triage of Messages and Conversations in a Large-Scale Child Victimization Corpus. WWW (2024)
Yapei Chang, Kalpesh Krishna, Amir Houmansadr, John Wieting, Mohit Iyyer
PostMark: A Robust Blackbox Watermark for Large Language Models. CoRR (2024)
Ali Naseh, Katherine Thai, Mohit Iyyer, Amir Houmansadr
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images. CoRR (2024)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
How Does In-Context Learning Help Prompt Tuning? EACL (Findings) (2024)
Shane Arora, Marzena Karpinska, Hung-Ting Chen, Ipsita Bhattacharjee, Mohit Iyyer, Eunsol Choi
CaLMQA: Exploring culturally specific long-form question answering across 23 languages. CoRR (2024)
Yixiao Song, Yekyung Kim, Mohit Iyyer
VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation. CoRR (2024)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation. ACL (1) (2024)
Rachneet Sachdeva, Yixiao Song, Mohit Iyyer, Iryna Gurevych
Fine-grained Hallucination Detection and Mitigation in Long-form Question Answering. CoRR (2024)
Simeng Sun, Yang Liu, Shuohang Wang, Dan Iter, Chenguang Zhu, Mohit Iyyer
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. EACL (1) (2024)
Garima Dhanania, Sheshera Mysore, Chau Minh Pham, Mohit Iyyer, Hamed Zamani, Andrew McCallum
Interactive Topic Models with Optimal Transport. CoRR (2024)
Marzena Karpinska, Katherine Thai, Kyle Lo, Tanya Goyal, Mohit Iyyer
One Thousand and One Pairs: A "novel" challenge for long-context language models. CoRR (2024)
Chau Pham, Alexander Miserlis Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. NAACL-HLT (2024)
Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, Hannaneh Hajishirzi
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation. EMNLP (2023)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
kNN-LM Does Not Improve Open-ended Text Generation. EMNLP (2023)
Chau Minh Pham, Alexander Hoyle, Simeng Sun, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. CoRR (2023)
Simeng Sun, Dhawal Gupta, Mohit Iyyer
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHF. CoRR (2023)
Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense. CoRR (2023)
Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan O'Connor
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. EACL (Findings) (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with Large Language Models. CoRR (2023)
Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization. CoRR (2023)
Fangyuan Xu, Yixiao Song, Mohit Iyyer, Eunsol Choi
A Critical Evaluation of Evaluations for Long-form Question Answering. ACL (1) (2023)
Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr
On the Risks of Stealing the Decoding Algorithms of Language Models. CoRR (2023)
Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, Hannaneh Hajishirzi
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation. CoRR (2023)
Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense. NeurIPS (2023)
Marzena Karpinska, Mohit Iyyer
Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors Persist. WMT (2023)
Fangyuan Xu, Yixiao Song, Mohit Iyyer, Eunsol Choi
A Critical Evaluation of Evaluations for Long-form Question Answering. CoRR (2023)
Yapei Chang, Kyle Lo, Tanya Goyal, Mohit Iyyer
BooookScore: A systematic exploration of book-length summarization in the era of LLMs. CoRR (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with LLMs. EMNLP (Findings) (2023)
Marzena Karpinska, Mohit Iyyer
Large language models effectively leverage document-level context for literary translation, but critical errors persist. CoRR (2023)
Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Kevin Gimpel, Mohit Iyyer
GEE! Grammar Error Explanation with Large Language Models. CoRR (2023)
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer
How Does In-Context Learning Help Prompt Tuning? CoRR (2023)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
KNN-LM Does Not Improve Open-ended Text Generation. CoRR (2023)
Simeng Sun, Yang Liu, Shuohang Wang, Chenguang Zhu, Mohit Iyyer
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents. CoRR (2023)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from Large Language Models. CoRR (2023)
Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr
Stealing the Decoding Algorithms of Language Models. CCS (2023)
Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry W. Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V. Le, Thang Luong
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. CoRR (2023)
Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization. EACL (2023)
Nader Akoury, Qian Yang, Mohit Iyyer
A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games. EMNLP (Findings) (2023)
Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer
Modeling Exemplification in Long-form Question Answering via Retrieval. NAACL-HLT (2022)
Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer
RankGen: Improving Text Generation with Large Ranking Models. CoRR (2022)
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. CoRR (2022)
Simeng Sun, Katherine Thai, Mohit Iyyer
ChapterBreak: A Challenge Dataset for Long-Range Language Models. NAACL-HLT (2022)
Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer
DEMETR: Diagnosing Evaluation Metrics for Translation. CoRR (2022)
Katherine Thai, Marzena Karpinska, Kalpesh Krishna, Bill Ray, Moira Inghilleri, John Wieting, Mohit Iyyer
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature. EMNLP (2022)
Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer
RankGen: Improving Text Generation with Large Ranking Models. EMNLP (2022)
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. EMNLP (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM. CoRR (2022)
Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Mohit Iyyer
SLING: Sino Linguistic Evaluation of Large Language Models. EMNLP (2022)
Katherine Thai, Yapei Chang, Kalpesh Krishna, Mohit Iyyer
RELiC: Retrieving Evidence for Literary Claims. ACL (1) (2022)
Simeng Sun, Brian Dillon, Mohit Iyyer
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? Insights@ACL (2022)
Katherine Thai, Marzena Karpinska, Kalpesh Krishna, Bill Ray, Moira Inghilleri, John Wieting, Mohit Iyyer
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature. CoRR (2022)
Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer
DEMETR: Diagnosing Evaluation Metrics for Translation. EMNLP (2022)
Katherine Thai, Yapei Chang, Kalpesh Krishna, Mohit Iyyer
RELIC: Retrieving Evidence for Literary Claims. CoRR (2022)
Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan T. O'Connor
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. CoRR (2022)
Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer
Modeling Exemplification in Long-form Question Answering via Retrieval. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM. EMNLP (Findings) (2022)
Simeng Sun, Katherine Thai, Mohit Iyyer
ChapterBreak: A Challenge Dataset for Long-Range Language Models. CoRR (2022)
Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, Mohit Iyyer
SLING: Sino Linguistic Evaluation of Large Language Models. CoRR (2022)
Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant J. Shenoy, Mohit Iyyer
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing. COMPASS (2021)
Tu Vu, Minh-Thang Luong, Quoc V. Le, Grady Simon, Mohit Iyyer
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning. EMNLP (1) (2021)
Simeng Sun, Mohit Iyyer
Revisiting Simple Neural Probabilistic Language Models. NAACL-HLT (2021)
Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer
Weakly-Supervised Open-Retrieval Conversational Question Answering. ECIR (1) (2021)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. EMNLP (1) (2021)
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer
TABBIE: Pretrained Representations of Tabular Data. NAACL-HLT (2021)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
IGA : An Intent-Guided Authoring Assistant. CoRR (2021)
Iman Deznabi, Mohit Iyyer, Madalina Fiterau
Predicting in-hospital mortality by combining clinical notes with time-series data. ACL/IJCNLP (Findings) (2021)
Shufan Wang, Laure Thompson, Mohit Iyyer
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration. CoRR (2021)
Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer
Weakly-Supervised Open-Retrieval Conversational Question Answering. CoRR (2021)
Marzena Karpinska, Nader Akoury, Mohit Iyyer
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation. CoRR (2021)
Simeng Sun, Mohit Iyyer
Revisiting Simple Neural Probabilistic Language Models. CoRR (2021)
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
Hurdles to Progress in Long-form Question Answering. CoRR (2021)
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP (1) (2021)
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. ACL/IJCNLP (1) (2021)
Shufan Wang, Laure Thompson, Mohit Iyyer
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration. EMNLP (1) (2021)
Marzena Karpinska, Nader Akoury, Mohit Iyyer
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation. EMNLP (1) (2021)
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
Hurdles to Progress in Long-form Question Answering. NAACL-HLT (2021)
Tu Vu, Minh-Thang Luong, Quoc V. Le, Grady Simon, Mohit Iyyer
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning. CoRR (2021)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. CoRR (2021)
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer
TABBIE: Pretrained Representations of Tabular Data. CoRR (2021)
Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, Mohit Iyyer
Do Long-Range Language Models Actually Use Long-Range Context? CoRR (2021)
Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum
Changing the Mind of Transformers for Topically-Controllable Language Generation. CoRR (2021)
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad I. Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
IGA: An Intent-Guided Authoring Assistant. EMNLP (1) (2021)
Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum
Changing the Mind of Transformers for Topically-Controllable Language Generation. EACL (2021)
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. CoRR (2020)
Weiqiu You, Simeng Sun, Mohit Iyyer
Hard-Coded Gaussian Attention for Neural Machine Translation. CoRR (2020)
Jordan L. Boyd-Graber, Fenfei Guo, Leah Findlater, Mohit Iyyer
Which Evaluations Uncover Sense Representations that Actually Make Sense? LREC (2020)
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. CoRR (2020)
Kalpesh Krishna, John Wieting, Mohit Iyyer
Reformulating Unsupervised Style Transfer as Paraphrase Generation. CoRR (2020)
Weiqiu You, Simeng Sun, Mohit Iyyer
Hard-Coded Gaussian Attention for Neural Machine Translation. ACL (2020)
Dhruvil Gala, Mohammad Omar Khursheed, Hannah Lerner, Brendan O'Connor, Mohit Iyyer
Analyzing Gender Bias within Narrative Tropes. CoRR (2020)
Kalpesh Krishna, John Wieting, Mohit Iyyer
Reformulating Unsupervised Style Transfer as Paraphrase Generation. EMNLP (1) (2020)
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. EMNLP (1) (2020)
Tu Vu, Tong Wang, Tsendsuren Munkhdalai, Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer
Exploring and Predicting Transferability across NLP Tasks. CoRR (2020)
Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer
Open-Retrieval Conversational Question Answering. SIGIR (2020)
Andrew Drozdov, Subendhu Rongali, Yi-Pei Chen, Tim O'Gorman, Mohit Iyyer, Andrew McCallum
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders. EMNLP (1) (2020)
Kalpesh Krishna, Gaurav Singh Tomar, Ankur P. Parikh, Nicolas Papernot, Mohit Iyyer
Thieves on Sesame Street! Model Extraction of BERT-based APIs. ICLR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mohit Iyyer