NLPExplorer

Mohit Iyyer

Number of Papers:- 73

Number of Citations:- 288

First ACL Paper:- 2014

Latest ACL Paper:- 2024

Venues:-

NUSE

NAACL

EMNLP

Findings

LREC

NLP+CSS

insights

ACL

EACL

WMT

dialdoc

WNU

IJCNLP

Co-Authors:-

Similar Authors:-

GEE! Grammar Error Explanation with Large Language Models F i n d i n g s - N A A C L

How Does In-Context Learning Help Prompt Tuning? F i n d i n g s - E A C L

PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL

FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation F i n d i n g s - A C L

TopicGPT: A Prompt-based Topic Modeling Framework NAACL

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL

PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP

Suri: Multi-constraint Instruction Following in Long-form Text Generation F i n d i n g s - E M N L P

Chau Minh Pham | Simeng Sun | Mohit Iyyer |

One Thousand and One Pairs: A “novel” challenge for long-context language models EMNLP

VeriScore: Evaluating the factuality of verifiable claims in long-form text generation F i n d i n g s - E M N L P

Yixiao Song | Yekyung Kim | Mohit Iyyer |

LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL

ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution F i n d i n g s - E A C L

Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors Persist WMT

Marzena Karpinska | Mohit Iyyer |

PaRaDe: Passage Ranking using Demonstrations with LLMs F i n d i n g s - E M N L P

A Critical Evaluation of Evaluations for Long-form Question Answering ACL

Fangyuan Xu | Yixiao Song | Mohit Iyyer | Eunsol Choi |

kNN-LM Does Not Improve Open-ended Text Generation EMNLP

A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games F i n d i n g s - E M N L P

Nader Akoury | Qian Yang | Mohit Iyyer |

FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP

RELiC: Retrieving Evidence for Literary Claims ACL

Katherine Thai | Yapei Chang | Kalpesh Krishna | Mohit Iyyer |

How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL insights

Simeng Sun | Brian Dillon | Mohit Iyyer |

Modeling Exemplification in Long-form Question Answering via Retrieval NAACL

Proceedings of the 4th Workshop of Narrative Understanding (WNU2022) NAACL WNU

Elizabeth Clark | Faeze Brahman | Mohit Iyyer |

ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL

Simeng Sun | Katherine Thai | Mohit Iyyer |

SLING: Sino Linguistic Evaluation of Large Language Models EMNLP

Yixiao Song | Kalpesh Krishna | Rajesh Bhatt | Mohit Iyyer |

Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature EMNLP

Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP

RankGen: Improving Text Generation with Large Ranking Models EMNLP

Kalpesh Krishna | Yapei Chang | John Wieting | Mohit Iyyer |

DEMETR: Diagnosing Evaluation Metrics for Translation EMNLP

You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM F i n d i n g s - E M N L P

Changing the Mind of Transformers for Topically-Controllable Language Generation EACL

Haw-Shiuan Chang | Jiaming Yuan | Mohit Iyyer | Andrew McCallum |

Proceedings of the Third Workshop on Narrative Understanding NAACL NUSE

Revisiting Simple Neural Probabilistic Language Models NAACL

Simeng Sun | Mohit Iyyer |

TABBIE: Pretrained Representations of Tabular Data NAACL

Hiroshi Iida | Dung Thai | Varun Manjunatha | Mohit Iyyer |

Hurdles to Progress in Long-form Question Answering NAACL

Kalpesh Krishna | Aurko Roy | Mohit Iyyer |

Improved Latent Tree Induction with Distant Supervision via Span Constraints EMNLP

Do Long-Range Language Models Actually Use Long-Range Context? EMNLP

Simeng Sun | Kalpesh Krishna | Andrew Mattarella-Micke | Mohit Iyyer |

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc 2021) ACL IJCNLP dialdoc

IGA: An Intent-Guided Authoring Assistant EMNLP

Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP

Shufan Wang | Laure Thompson | Mohit Iyyer |

The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation EMNLP

Marzena Karpinska | Nader Akoury | Mohit Iyyer |

Predicting in-hospital mortality by combining clinical notes with time-series data Findings

Iman Deznabi | Mohit Iyyer | Madalina Fiterau |

Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models ACL IJCNLP

STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP

Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events ACL NUSE WS

Hard-Coded Gaussian Attention for Neural Machine Translation ACL

Weiqiu You | Simeng Sun | Mohit Iyyer |

Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP

Reformulating Unsupervised Style Transfer as Paraphrase Generation EMNLP

Kalpesh Krishna | John Wieting | Mohit Iyyer |

STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation EMNLP

Analyzing Gender Bias within Narrative Tropes EMNLP NLP+CSS

Exploring and Predicting Transferability across NLP Tasks EMNLP

Which Evaluations Uncover Sense Representations that Actually Make Sense? LREC

Jordan Boyd-Graber | Fenfei Guo | Leah Findlater | Mohit Iyyer |

Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP

Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts EMNLP

Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders NAACL

Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism NAACL

Shufan Wang | Mohit Iyyer |

Syntactically Supervised Transformers for Faster Neural Machine Translation ACL

Nader Akoury | Kalpesh Krishna | Mohit Iyyer |

Generating Question-Answer Hierarchies ACL

Kalpesh Krishna | Mohit Iyyer |

Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL

Tu Vu | Mohit Iyyer |

Proceedings of the First Workshop on Narrative Understanding NAACL WS

QuAC: Question Answering in Context EMNLP

Pathologies of Neural Models Make Interpretations Difficult EMNLP

Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP

Kalpesh Krishna | Preethi Jyothi | Mohit Iyyer |

Adversarial Example Generation with Syntactically Controlled Paraphrase Networks NAACL

Mohit Iyyer | John Wieting | Kevin Gimpel | Luke Zettlemoyer |

Deep Contextualized Word Representations NAACL

Learning to Color from Language NAACL

Varun Manjunatha | Mohit Iyyer | Jordan Boyd-Graber | Larry Davis |

Search-based Neural Structured Learning for Sequential Question Answering ACL

Mohit Iyyer | Wen-tau Yih | Ming-Wei Chang |

Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships NAACL

Proceedings of the Workshop on Human-Computer Question Answering WS

Mohit Iyyer | He He | Jordan Boyd-Graber | Hal Daumé III |

“A Distorted Skull Lies in the Bottom Center...” Identifying Paintings from Text Descriptions WS

Anupam Guha | Mohit Iyyer | Jordan Boyd-Graber |

Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers NAACL

Anupam Guha | Mohit Iyyer | Danny Bouman | Jordan Boyd-Graber |

Deep Unordered Composition Rivals Syntactic Methods for Text Classification ACL IJCNLP

Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III |

A Neural Network for Factoid Question Answering over Paragraphs EMNLP

Political Ideology Detection Using Recursive Neural Networks ACL

Mohit Iyyer | Peter Enns | Jordan Boyd-Graber | Philip Resnik |