Wenpeng Yin

Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ACL 2026 Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems AAAI 2025 Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025 Catastrophic Failure of LLM Unlearning via Quantization ICLR 2025 HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 2025 Exploring Language Model Generalization in Low-Resource Extractive QA COLING 2025 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024 Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models ACL 2024 X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024 Contrastive Instruction Tuning ACL 2024 Toward Zero-Shot Instruction Following EACL 2024 Large Language Models for Mathematical Reasoning: Progresses and Challenges EACL 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024 MT-Ranker: Reference-free machine translation evaluation by inter-system ranking ICLR 2024 MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following ICLR 2024 Event Linking: Grounding Event Mentions to Wikipedia EACL 2023 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm AACL 2023 Indirectly Supervised Natural Language Processing ACL 2023 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP 2023 Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023 Robustness of Learning from Task Instructions ACL 2023 Learning to Select from Multiple Options AAAI 2023 LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023 Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022 Pairwise Representation Learning for Event Coreference NAACL 2022 OpenStance: Real-world Zero-shot Stance Detection CONLL 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 DocNLI: A Large-scale Dataset for Document-level Natural Language Inference IJCNLP 2021 BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch IJCNLP 2021 BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch ACL 2021 DocNLI: A Large-scale Dataset for Document-level Natural Language Inference ACL 2021 Learning to Synthesize Data for Semantic Parsing NAACL 2021 Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020 Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING 2020 Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019 Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims NAACL 2019 Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach IJCNLP 2019 Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018 End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL 2018 TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018 Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL 2017 Improved Neural Relation Detection for Knowledge Base Question Answering ACL 2017 Simple Question Answering by Attentive Convolutional Neural Network COLING 2016 Learning Word Meta-Embeddings ACL 2016 MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity IJCNLP 2015 Optimizing Sentence Modeling and Selection for Document Summarization IJCAI 2015 MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity ACL 2015 LCCT: A Semi-supervised Model for Sentiment Classification NAACL 2015 Convolutional Neural Network for Paraphrase Identification NAACL 2015 Discriminative Phrase Embedding for Paraphrase Identification NAACL 2015 Multichannel Variable-Size Convolution for Sentence Classification CONLL 2015 Online Updating of Word Representations for Part-of-Speech Tagging EMNLP 2015 An Exploration of Embeddings for Generalized Phrases ACL 2014 RelationListwise for Query-Focused Multi-Document Summarization COLING 2012 SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization COLING 2012 A Supervised Aggregation Framework for Multi-Document Summarization COLING 2012