← Authors

Mohit Iyyer

86 papers · 2014–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (11) 🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (114) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (8) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (6) 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (35) 🀝 Dynamic Duo (17) πŸ”¬ Deep Specialist (17) πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (341) πŸš€ Conference Pioneer ⚑ Prolific Year (9) ❓ The Questioner (7) πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (86)

Conferences

EMNLP (35) ACL (18) NAACL (15) IJCNLP (6) EACL (5) ICLR (3) AACL (1) CVPR (1) ICML (1) NIPS (1)

Top co-authors

Kalpesh Krishna (17) Simeng Sun (12) Marzena Karpinska (11) Andrew McCallum (11) Jordan Boyd-Graber (9) Yixiao Song (9) Andrew Drozdov (9) Varun Manjunatha (7) Katherine Thai (6) Shufan Wang (6)

Research topics

Privacy (1)

Keywords

large language model (17) language model (11) text generation (10) question answering (8) constituency parsing (5) text classification (5) human evaluation (5) neural machine translation (4) few-shot learning (4) recursive autoencoder (4) unsupervised parsing (4) information retrieval (4) semantic similarity (4) contrastive learning (3) transfer learning (3) representation learning (3) factuality evaluation (3) language modeling (3) unsupervised learning (3) machine translation (3)

Papers

Whose story is it? Personalizing story generation by inferring author styles AACL 2025
People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text ACL 2025
VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025
Whose story is it? Personalizing story generation by inferring author styles IJCNLP 2025
Localizing and Mitigating Errors in Long-form Question Answering ACL 2025
Literary Evidence Retrieval via Long-Context Language Models ACL 2025
CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025
Suri: Multi-constraint Instruction Following in Long-form Text Generation EMNLP 2024
PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP 2024
BooookScore: A systematic exploration of book-length summarization in the era of LLMs ICLR 2024
TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation ACL 2024
GEE! Grammar Error Explanation with Large Language Models NAACL 2024
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024
How Does In-Context Learning Help Prompt Tuning? EACL 2024
VeriScore: Evaluating the factuality of verifiable claims in long-form text generation EMNLP 2024
One Thousand and One Pairs: A β€œnovel” challenge for long-context language models EMNLP 2024
PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023
Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors Persist EMNLP 2023
A Critical Evaluation of Evaluations for Long-form Question Answering ACL 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL 2023
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution EACL 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense NIPS 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation EMNLP 2023
kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023
A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games EMNLP 2023
ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
RankGen: Improving Text Generation with Large Ranking Models EMNLP 2022
SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
DEMETR: Diagnosing Evaluation Metrics for Translation EMNLP 2022
Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature EMNLP 2022
RELiC: Retrieving Evidence for Literary Claims ACL 2022
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
Modeling Exemplification in Long-form Question Answering via Retrieval NAACL 2022
Predicting in-hospital mortality by combining clinical notes with time-series data ACL 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models ACL 2021
Changing the Mind of Transformers for Topically-Controllable Language Generation EACL 2021
Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation EMNLP 2021
Improved Latent Tree Induction with Distant Supervision via Span Constraints EMNLP 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning EMNLP 2021
IGA: An Intent-Guided Authoring Assistant EMNLP 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration EMNLP 2021
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models IJCNLP 2021
Predicting in-hospital mortality by combining clinical notes with time-series data IJCNLP 2021
TABBIE: Pretrained Representations of Tabular Data NAACL 2021
Hurdles to Progress in Long-form Question Answering NAACL 2021
Revisiting Simple Neural Probabilistic Language Models NAACL 2021
Hard-Coded Gaussian Attention for Neural Machine Translation ACL 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs ICLR 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation EMNLP 2020
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP 2020
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation EMNLP 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
Analyzing Gender Bias within Narrative Tropes EMNLP 2020
Syntactically Supervised Transformers for Faster Neural Machine Translation ACL 2019
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders IJCNLP 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts IJCNLP 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts EMNLP 2019
Generating Question-Answer Hierarchies ACL 2019
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders NAACL 2019
Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism NAACL 2019
Proceedings of the First Workshop on Narrative Understanding NAACL 2019
Pathologies of Neural Models Make Interpretations Difficult EMNLP 2018
Revisiting the Importance of Encoding Logic Rules in Sentiment Classification EMNLP 2018
Deep contextualized word representations ICLR 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks NAACL 2018
Deep Contextualized Word Representations NAACL 2018
Learning to Color from Language NAACL 2018
QuAC: Question Answering in Context EMNLP 2018
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017
Search-based Neural Structured Learning for Sequential Question Answering ACL 2017
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing ICML 2016
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships NAACL 2016
Deep Unordered Composition Rivals Syntactic Methods for Text Classification IJCNLP 2015
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers NAACL 2015
Deep Unordered Composition Rivals Syntactic Methods for Text Classification ACL 2015
A Neural Network for Factoid Question Answering over Paragraphs EMNLP 2014
Political Ideology Detection Using Recursive Neural Networks ACL 2014