Nanyun Peng
- Papers
- 48
Cite
Notes
Only stored in your browser.
Authored papers
48LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues
arXiv 2026
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis
arXiv 2026
OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks
arXiv 2026
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement
arXiv 2025
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs
arXiv 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
arXiv 2025
FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback
arXiv 2025
DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation
arXiv 2025
MMGR: Multi-Modal Generative Reasoning Benchmark and Evaluation
arXiv 2025
Matryoshka Query Transformer for Large Vision-Language Models
arXiv 2024
Adaptable Logical Control for Large Language Models
arXiv 2024
On Prompt-Driven Safeguarding for Large Language Models
arXiv 2024
Weak-to-Strong Extrapolation Expedites Alignment
arXiv 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
arXiv 2024
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
arXiv 2024
New Job, New Gender? Measuring the Social Bias in Image Generation Models
arXiv 2024
Verbalized Representation Learning for Interpretable Few-Shot Generalization
ICCV 2025
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
arXiv 2024
Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks?
arXiv 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization
arXiv 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
arXiv 2024
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
arXiv 2024
Evaluating Cultural and Social Awareness of LLM Web Agents
arXiv 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
arXiv 2024
On the Loss of Context-awareness in General Instruction Fine-tuning
arXiv 2024
RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment
arXiv 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
arXiv 2023
Tractable Control for Autoregressive Language Generation
arXiv 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
arXiv 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos
arXiv 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
arXiv 2023
Identifying Informational Sources in News Articles
arXiv 2023
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters
arXiv 2023
Evaluating Large Language Models on Controlled Generation Tasks
arXiv 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
arXiv 2023
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge
arXiv 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
TMLR
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
coarse-to-fine-vision-language-pre-training-1
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension
arXiv 2022
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge
arXiv 2022
Controllable Text Generation with Neurally-Decomposed Oracle
arXiv 2022
Generalized Decoding for Pixel, Image, and Language
CVPR 2023 1
Re3: Generating Longer Stories With Recursive Reprompting and Revision
arXiv 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
ACL 2022 5
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles
arXiv 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
NAACL 2022 7
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
Findings (ACL) 2022 5
Socially Aware Bias Measurements for Hindi Language Representations
NAACL 2022 7
Affiliations
Frequent co-authors
10from 48 papers