Wenpeng Yin

63 papers · 2012–2025 · 13 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (13) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (83) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (9) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (13) 🤝 Dynamic Duo (13) 👥 Mega-Team (40) 🧬 Topic Evolution 🏆 Keyword Champion (2) 📈 Trend Setter 🗃️ Keyword Collector (169) ⚡ Prolific Year (8) 🔥 Unstoppable (12) ❓ The Questioner 💎 Century Club (63)

Conferences

ACL (15) EMNLP (11) NAACL (9) COLING (8) IJCNLP (5) EACL (4) ICLR (3) AAAI (2) CONLL (2) AACL (1) ICCV (1) ICML (1) IJCAI (1)

Top co-authors

Hinrich Schütze (13) Dan Roth (9) Caiming Xiong (8) Congying Xia (8) Renze Lou (7) Jiangshu Du (6) Rui Zhang (6) Hanzi Xu (6) Lifu Huang (5) Muhao Chen (4)

Research topics

Keywords

large language model (9) textual entailment (9) natural language inference (6) zero-shot learning (6) instruction following (6) instruction tuning (5) question answering (5) few-shot learning (5) text classification (5) benchmark evaluation (3) entity linking (3) knowledge base (2) contrastive learning (2) weak supervision (2) semantic similarity (2) transfer learning (2) mathematical reasoning (2) coreference resolution (2) claim verification (2) multi-task learning (2)

Papers

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

TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering COLING 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

AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025

Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems AAAI 2025

X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024

Contrastive Instruction Tuning ACL 2024

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 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

Toward Zero-Shot Instruction Following EACL 2024

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following ICLR 2024

MT-Ranker: Reference-free machine translation evaluation by inter-system ranking ICLR 2024

Enhancing LLM Capabilities Beyond Scaling Up 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

Learning to Select from Multiple Options AAAI 2023

All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm AACL 2023

Indirectly Supervised Natural Language Processing ACL 2023

Robustness of Learning from Task Instructions ACL 2023

Event Linking: Grounding Event Mentions to Wikipedia EACL 2023

Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023

LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023

All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP 2023

OpenStance: Real-world Zero-shot Stance Detection EMNLP 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

Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System NAACL 2022

DocNLI: A Large-scale Dataset for Document-level Natural Language Inference IJCNLP 2021

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 ACL 2021

BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch ACL 2021

Learning to Synthesize Data for Semantic Parsing NAACL 2021

BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch IJCNLP 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

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

Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019

Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs COLING 2018

TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018

End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ACL 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

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 ACL 2015

LCCT: A Semi-supervised Model for Sentiment Classification NAACL 2015

Convolutional Neural Network for Paraphrase Identification NAACL 2015

MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity IJCNLP 2015

Discriminative Phrase Embedding for Paraphrase Identification NAACL 2015

Optimizing Sentence Modeling and Selection for Document Summarization IJCAI 2015

Online Updating of Word Representations for Part-of-Speech Tagging EMNLP 2015

Multichannel Variable-Size Convolution for Sentence Classification CONLL 2015

An Exploration of Embeddings for Generalized Phrases ACL 2014

SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization COLING 2012

A Supervised Aggregation Framework for Multi-Document Summarization COLING 2012

RelationListwise for Query-Focused Multi-Document Summarization COLING 2012