NLPExplorer

Nanyun Peng

Number of Papers:- 138

Number of Citations:- 82

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NUSE

NAACL

SIGDIAL

CoNLL

COLING

EMNLP

Findings

SocialNLP

PANDL

Rep4NLP

TACL

Story-NLP

ACL

KnowLLM

EACL

IJCNLP

Co-Authors:-

Abhilasha Ravichander

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Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking F i n d i n g s - N A A C L

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL

Haoyi Qiu | Kung-Hsiang Huang | Jingnong Qu | Nanyun Peng |

VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models F i n d i n g s - A C L

Haoyi Qiu | Wenbo Hu | Zi-Yi Dou | Nanyun Peng |

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation F i n d i n g s - A C L

Event Detection from Social Media for Epidemic Prediction NAACL

Improving Event Definition Following For Zero-Shot Event Detection ACL

PhonologyBench: Evaluating Phonological Skills of Large Language Models KnowLLM WS

Ashima Suvarna | Harshita Khandelwal | Nanyun Peng |

Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL

Tracking the Newsworthiness of Public Documents ACL

Contextual Label Projection for Cross-Lingual Structured Prediction NAACL

Argument-Aware Approach To Event Linking F i n d i n g s - A C L

MacGyver: Are Large Language Models Creative Problem Solvers? NAACL

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction F i n d i n g s - A C L

Detecting Machine-Generated Long-Form Content with Latent-Space Variables F i n d i n g s - E M N L P

Yufei Tian | Zeyu Pan | Nanyun Peng |

LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning F i n d i n g s - E M N L P

Measuring Psychological Depth in Language Models EMNLP

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP

LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints F i n d i n g s - E M N L P

Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP

Control Large Language Models via Divide and Conquer EMNLP

VDebugger: Harnessing Execution Feedback for Debugging Visual Programs F i n d i n g s - E M N L P

Explaining Mixtures of Sources in News Articles F i n d i n g s - E M N L P

Uncertainty Calibration for Tool-Using Language Agents F i n d i n g s - E M N L P

Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP

Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs EMNLP

Alexander Spangher | Nanyun Peng | Sebastian Gehrmann | Mark Dredze |

QUDSELECT: Selective Decoding for Questions Under Discussion Parsing EMNLP

Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP

SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness EMNLP

MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems SIGDIAL

Investigating the Representation of Open Domain Dialogue Context for Transformer Models SIGDIAL

Code-Switched Text Synthesis in Unseen Language Pairs F i n d i n g s - A C L

Evaluating Large Language Models on Controlled Generation Tasks EMNLP

Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems F i n d i n g s - E M N L P

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ACL

“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters F i n d i n g s - E M N L P

Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL

ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP

Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP

Creative Natural Language Generation EMNLP

Tuhin Chakrabarty | Vishakh Padmakumar | He He | Nanyun Peng |

Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP

Te-Lin Wu | Yu Zhou | Nanyun Peng |

Identifying Informational Sources in News Articles EMNLP

Alexander Spangher | Nanyun Peng | Emilio Ferrara | Jonathan May |

Masked Path Modeling for Vision-and-Language Navigation F i n d i n g s - E M N L P

Zi-Yi Dou | Feng Gao | Nanyun Peng |

Harnessing Black-Box Control to Boost Commonsense in LM’s Generation EMNLP

Yufei Tian | Felix Zhang | Nanyun Peng |

GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL

Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP

DOC: Improving Long Story Coherence With Detailed Outline Control ACL

Kevin Yang | Dan Klein | Nanyun Peng | Yuandong Tian |

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL

LEAF: Linguistically Enhanced Event Temporal Relation Framework PANDL WS

Stanley Lim | Da Yin | Nanyun Peng |

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL

evision PDF of 'Unsupervised Melody-to-Lyrics Generation ACL

TAGPRIME: A Unified Framework for Relational Structure Extraction ACL

Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL

Po-Nien Kung | Nanyun Peng |

DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL

Mingyu Derek Ma | Alexander Taylor | Wei Wang | Nanyun Peng |

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL Findings

Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL

DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ACL

Sarik Ghazarian | Nuan Wen | Aram Galstyan | Nanyun Peng |

Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL

Sibylvariant Transformations for Robust Text Classification ACL Findings

Fabrice Harel-Canada | Muhammad Ali Gulzar | Nanyun Peng | Miryung Kim |

Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals ACL

NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL

Alexander Spangher | Xiang Ren | Jonathan May | Nanyun Peng |

FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL

Zi-Yi Dou | Nanyun Peng |

AmbiPun: Generating Humorous Puns with Ambiguous Context NAACL

Anirudh Mittal | Yufei Tian | Nanyun Peng |

DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL

Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL

Rujun Han | Hong Chen | Yufei Tian | Nanyun Peng |

Socially Aware Bias Measurements for Hindi Language Representations NAACL

Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features NAACL

Yufei Tian | Nanyun Peng |

Paraphrase Generation as Unsupervised Machine Translation COLING

On Measures of Biases and Harms in NLP F i n d i n g s - A A C L

Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts F i n d i n g s - E M N L P

Arshiya Aggarwal | Jiao Sun | Nanyun Peng |

ExPUNations: Augmenting Puns with Keywords and Explanations EMNLP

EnDex: Evaluation of Dialogue Engagingness at Scale F i n d i n g s - E M N L P

A Unified Framework for Pun Generation with Humor Principles F i n d i n g s - E M N L P

Yufei Tian | Divyanshu Sheth | Nanyun Peng |

Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP

Kevin Yang | Yuandong Tian | Nanyun Peng | Dan Klein |

Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP

Context-Situated Pun Generation EMNLP

Sequentially Controlled Text Generation F i n d i n g s - E M N L P

Alexander Spangher | Yao Ming | Xinyu Hua | Nanyun Peng |

Scientific Discourse Tagging for Evidence Extraction EACL

Xiangci Li | Gully Burns | Nanyun Peng |

EventPlus: A Temporal Event Understanding Pipeline NAACL

evision PDF of 'Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation NAACL

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation NAACL

Identifying Distributional Perspectives from Colingual Groups NAACL SocialNLP

Yufei Tian | Tuhin Chakrabarty | Fred Morstatter | Nanyun Peng |

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop NAACL

Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects EMNLP

James Mullenbach | Jonathan Gordon | Nanyun Peng | Jonathan May |