← Authors

Nanyun Peng

202 papers · 2012–2026 · 17 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (14) 🌍 Conference Polyglot (17) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🏠 Conference Loyalist (49) 🀝 Dynamic Duo (56) πŸ‘‘ Triple Crown πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (47) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter ❓ The Questioner (11) πŸ—ƒοΈ Keyword Collector (752) πŸ’Ž Century Club (201) πŸ”₯ Unstoppable (12) πŸš€ Conference Pioneer ⚑ Prolific Year (43)

Conferences

EMNLP (69) ACL (49) NAACL (33) IJCNLP (11) NIPS (8) AAAI (7) ICML (7) COLING (3) CONLL (3) CVPR (3) EACL (2) ICLR (2) WACV (1) INTERSPEECH (1) IJCAI (1) ICCV (1) AACL (1)

Top co-authors

Kai-Wei Chang (56) Zi-Yi Dou (16) Yufei Tian (16) Te-Lin Wu (14) I-Hung Hsu (13) Jiao Sun (12) Kuan-Hao Huang (11) Tagyoung Chung (11) Jonathan May (11) Rujun Han (11)

Research topics

Privacy (2) Digital Humanities (1) Learning Types (1) Education (1)

Keywords

large language model (31) text generation (26) language model (18) event extraction (15) story generation (13) zero-shot learning (12) cross-lingual transfer (10) named entity recognition (10) vision-language model (9) multimodal learning (8) transfer learning (8) relation extraction (7) information extraction (7) question answering (7) dialogue system (7) text classification (7) gender bia (6) event detection (6) few-shot learning (6) structured prediction (6)

Papers

Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations EACL 2026
Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention WACV 2025
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression NAACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025
Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking ACL 2025
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025
SYNTHIA: Novel Concept Design with Affordance Composition ACL 2025
Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence ACL 2025
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025
Model Extrapolation Expedites Alignment ACL 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025
VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding COLING 2025
Evaluating Cultural and Social Awareness of LLM Web Agents NAACL 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025
Creative Planning with Language Models: Practice, Evaluation and Applications NAACL 2025
REFFLY: Melody-Constrained Lyrics Editing Model NAACL 2025
Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? NAACL 2025
Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety NAACL 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025
DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning EMNLP 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
DRS: Deep Question Reformulation With Structured Output ACL 2025
Contrastive Visual Data Augmentation ICML 2025
Scaling Probabilistic Circuits via Monarch Matrices ICML 2025
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline EMNLP 2025
Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs EMNLP 2025
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways AAAI 2024
Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking NAACL 2024
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing EMNLP 2024
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
Contextual Label Projection for Cross-Lingual Structured Prediction NAACL 2024
MacGyver: Are Large Language Models Creative Problem Solvers? NAACL 2024
Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL 2024
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation NAACL 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NIPS 2024
Adaptable Logical Control for Large Language Models NIPS 2024
SafeWorld: Geo-Diverse Safety Alignment NIPS 2024
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models ACL 2024
Argument-Aware Approach To Event Linking ACL 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024
PhonologyBench: Evaluating Phonological Skills of Large Language Models ACL 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
On Prompt-Driven Safeguarding for Large Language Models ICML 2024
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ICML 2024
DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models ICML 2024
Open-Domain Text Evaluation via Contrastive Distribution Methods ICML 2024
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment ICLR 2024
ARMADA: Attribute-Based Multimodal Data Augmentation EMNLP 2024
PG-Story: Taxonomy, Dataset, and Evaluation for Ensuring Child-Safe Content for Story Generation EMNLP 2024
Uncertainty Calibration for Tool-Using Language Agents EMNLP 2024
Explaining Mixtures of Sources in News Articles EMNLP 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints EMNLP 2024
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning EMNLP 2024
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs EMNLP 2024
Are Large Language Models Capable of Generating Human-Level Narratives? EMNLP 2024
Measuring Psychological Depth in Language Models EMNLP 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
Control Large Language Models via Divide and Conquer EMNLP 2024
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness EMNLP 2024
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models AAAI 2024
Matryoshka Query Transformer for Large Vision-Language Models NIPS 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
Tracking the Newsworthiness of Public Documents ACL 2024
DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023
Code-Switched Text Synthesis in Unseen Language Pairs ACL 2023
Generalized Decoding for Pixel, Image, and Language CVPR 2023
β€œKelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Evaluating Large Language Models on Controlled Generation Tasks EMNLP 2023
Tractable Control for Autoregressive Language Generation ICML 2023
Creative Natural Language Generation EMNLP 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL 2023
Unsupervised Melody-to-Lyrics Generation ACL 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams ACL 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
DOC: Improving Long Story Coherence With Detailed Outline Control ACL 2023
Learning Action Conditions from Instructional Manuals for Instruction Understanding ACL 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning INTERSPEECH 2023
LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023
Masked Path Modeling for Vision-and-Language Navigation EMNLP 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023
Harnessing Black-Box Control to Boost Commonsense in LM’s Generation EMNLP 2023
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP 2023
Identifying Informational Sources in News Articles EMNLP 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
ExPUNations: Augmenting Puns with Keywords and Explanations EMNLP 2022
Controllable Text Generation with Neurally-Decomposed Oracle NIPS 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022
On Measures of Biases and Harms in NLP AACL 2022
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ACL 2022
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals ACL 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
Sibylvariant Transformations for Robust Text Classification ACL 2022
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022
Paraphrase Generation as Unsupervised Machine Translation COLING 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP 2022
InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model NIPS 2022
Context-Situated Pun Generation EMNLP 2022
Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022
A Unified Framework for Pun Generation with Humor Principles EMNLP 2022
EnDex: Evaluation of Dialogue Engagingness at Scale EMNLP 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts EMNLP 2022
Sequentially Controlled Text Generation EMNLP 2022
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge NAACL 2022
Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022
AmbiPun: Generating Humorous Puns with Ambiguous Context NAACL 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features NAACL 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning EMNLP 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Scientific Discourse Tagging for Evidence Extraction EACL 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences ACL 2021
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia ACL 2021
Societal Biases in Language Generation: Progress and Challenges IJCNLP 2021
Metaphor Generation with Conceptual Mappings IJCNLP 2021
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia IJCNLP 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences IJCNLP 2021
Metaphor Generation with Conceptual Mappings ACL 2021
β€œNice Try, Kiddo”: Investigating Ad Hominems in Dialogue Responses NAACL 2021
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding NAACL 2021
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation NAACL 2021
DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation NAACL 2021
EventPlus: A Temporal Event Understanding Pipeline NAACL 2021
Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies NAACL 2021
Identifying Distributional Perspectives from Colingual Groups NAACL 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021
Societal Biases in Language Generation: Progress and Challenges ACL 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021
HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations EMNLP 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
Document-level Entity-based Extraction as Template Generation EMNLP 2021
AESOP: Paraphrase Generation with Adaptive Syntactic Control EMNLP 2021
Rˆ3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge ACL 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering EMNLP 2020
Towards Controllable Biases in Language Generation EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation EMNLP 2020
Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation EMNLP 2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020
Content Planning for Neural Story Generation with Aristotelian Rescoring EMNLP 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020
Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training ACL 2020
Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems AAAI 2020
Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings NAACL 2019
Pun Generation with Surprise NAACL 2019
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019
Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation NAACL 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019
Plan-and-Write: Towards Better Automatic Storytelling AAAI 2019
Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019) EMNLP 2019
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects EMNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis EMNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation EMNLP 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019
Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects IJCNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis IJCNLP 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction IJCNLP 2019
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Deep Structured Neural Network for Event Temporal Relation Extraction CONLL 2019
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing IJCNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
Stack-Pointer Networks for Dependency Parsing ACL 2018
Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018
Towards Controllable Story Generation NAACL 2018
Learning to Converse with Noisy Data: Generation with Calibration IJCAI 2018
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning ACL 2016
A Concrete Chinese NLP Pipeline NAACL 2015
Dual Decomposition Inference for Graphical Models over Strings EMNLP 2015
Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings EMNLP 2015
An Empirical Study of Chinese Name Matching and Applications IJCNLP 2015
An Empirical Study of Chinese Name Matching and Applications ACL 2015
Stochastic Contextual Edit Distance and Probabilistic FSTs ACL 2014
Learning Polylingual Topic Models from Code-Switched Social Media Documents ACL 2014
Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks ACL 2012
Online Plagiarized Detection Through Exploiting Lexical, Syntax, and Semantic Information ACL 2012