Wenpeng Yin

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