Mohit Iyyer
University of Massachusetts Amherst
H-index: 36
North America-United States
Top articles of Mohit Iyyer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
FABLES: Evaluating faithfulness and content selection in book-length summarization | arXiv preprint arXiv:2404.01261 | Yekyung Kim Yapei Chang Marzena Karpinska Aparna Garimella Varun Manjunatha | 2024/4/1 |
Gee! grammar error explanation with large language models | Yixiao Song Kalpesh Krishna Rajesh Bhatt Kevin Gimpel Mohit Iyyer | 2024 | |
TopicGPT: A prompt-based topic modeling framework | arXiv preprint arXiv:2311.01449 | Chau Minh Pham Alexander Hoyle Simeng Sun Mohit Iyyer | 2023/11/2 |
BooookScore: A systematic exploration of book-length summarization in the era of LLMs | Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer | 2024 | |
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images | arXiv preprint arXiv:2404.13784 | Ali Naseh Katherine Thai Mohit Iyyer Amir Houmansadr | 2024/4/21 |
How does in-context learning help prompt tuning? | arXiv preprint arXiv:2302.11521 | Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer | 2023/2/22 |
KNN-LM Does Not Improve Open-ended Text Generation | Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha | 2023/5/24 | |
A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games | Nader Akoury Qian Yang Mohit Iyyer | 2023/12 | |
LongEval: Guidelines for human evaluation of faithfulness in long-form summarization | Kalpesh Krishna Erin Bransom Bailey Kuehl Mohit Iyyer Pradeep Dasigi | 2023/1/30 | |
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation | arXiv preprint arXiv:2305.14251 | Sewon Min Kalpesh Krishna Xinxi Lyu Mike Lewis Wen-tau Yih | 2023/5/23 |
Multistage Collaborative Knowledge Distillation from Large Language Models | arXiv preprint arXiv:2311.08640 | Jiachen Zhao Wenlong Zhao Andrew Drozdov Benjamin Rozonoyer Md Arafat Sultan | 2023/11/15 |
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents | arXiv preprint arXiv:2305.14564 | Simeng Sun Yang Liu Shuohang Wang Chenguang Zhu Mohit Iyyer | 2023/5/23 |
Large language models effectively leverage document-level context for literary translation, but critical errors persist | Marzena Karpinska Mohit Iyyer | 2023/4/6 | |
Freshllms: Refreshing large language models with search engine augmentation | arXiv preprint arXiv:2310.03214 | Tu Vu Mohit Iyyer Xuezhi Wang Noah Constant Jerry Wei | 2023/10/5 |
Towards Grounded Dialogue Generation in Video Game Environments | Creative AI Across Modalities Workshop, AAAI | Nader Akoury Ronan Salz Mohit Iyyer | 2023 |
Paraphrasing evades detectors of ai-generated text, but retrieval is an effective defense | Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer | 2023/3/23 | |
Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of rlhf | arXiv preprint arXiv:2309.09055 | Simeng Sun Dhawal Gupta Mohit Iyyer | 2023/9/16 |
Stealing the Decoding Algorithms of Language Models | Ali Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr | 2023/3/8 | |
A critical evaluation of evaluations for long-form question answering | Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi | 2023/5/29 | |
PaRaDe: Passage Ranking using Demonstrations with LLMs | Andrew Drozdov Honglei Zhuang Zhuyun Dai Zhen Qin Razieh Rahimi | 2023/12/1 |
Co-Authors
