Xinyu Dai

Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning ACL 2026 RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025 Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment ACL 2025 A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024 MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations ACL 2024 Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024 Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ICML 2024 RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation EMNLP 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024 ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024 AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024 Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation NAACL 2024 A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023 M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis EMNLP 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 On Prefix-tuning for Lightweight Out-of-distribution Detection ACL 2023 Local Interpretation of Transformer Based on Linear Decomposition ACL 2023 Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction ACL 2023 Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain EMNLP 2023 Alleviating the Inequality of Attention Heads for Neural Machine Translation COLING 2022 latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022 Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2022 Towards Multi-label Unknown Intent Detection COLING 2022 Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022 Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification COLING 2022 Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022 Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection EMNLP 2022 Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022 Analyzing the Intensity of Complaints on Social Media NAACL 2022 Event Detection as Graph Parsing IJCNLP 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 Non-Autoregressive Translation by Learning Target Categorical Codes NAACL 2021 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost NAACL 2021 Energy-based Unknown Intent Detection with Data Manipulation ACL 2021 Event Detection as Graph Parsing ACL 2021 When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021 Energy-based Unknown Intent Detection with Data Manipulation IJCNLP 2021 When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation IJCNLP 2021 Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction EMNLP 2020 Integrating BERT and Score-based Feature Gates for Chinese Grammatical Error Diagnosis AACL 2020 Explicit Semantic Decomposition for Definition Generation ACL 2020 Dialogue State Tracking with Explicit Slot Connection Modeling ACL 2020 Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension COLING 2020 Attention Transfer Network for Aspect-level Sentiment Classification COLING 2020 A Reinforced Generation of Adversarial Examples for Neural Machine Translation ACL 2020 GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level EMNLP 2019 GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019 Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention NAACL 2018 Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation CONLL 2017 Neural Machine Translation with Word Predictions EMNLP 2017 Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017 AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles IJCAI 2017 Deep Matrix Factorization Models for Recommender Systems IJCAI 2017 Active Learning with Transfer Learning ACL 2012 Enhancing Statistical Machine Translation with Character Alignment ACL 2012 NJU-Parser: Achievements on Semantic Dependency Parsing SEMEVAL 2012 MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012 SEMEVAL 2012 Improving Word Alignment by Semi-Supervised Ensemble CONLL 2010