Heyan Huang

Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation ACL 2026 Do Retrieval Augmented Language Models Know When They Don’t Know? AAAI 2026 EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ACL 2026 EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ACL 2026 Identifying and Analyzing Performance-Critical Tokens in Large Language Models AAAI 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation ACL 2026 Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners AAAI 2026 Understanding Temporal Logic Consistency in Video-Language Models through Cross-Modal Attention Discriminability CVPR 2026 A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation ACL 2025 Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025 CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025 Consistent Client Simulation for Motivational Interviewing-based Counseling ACL 2025 Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement ACL 2025 DocMEdit: Towards Document-Level Model Editing ACL 2025 FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference ACL 2025 gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification SemEval 2025 Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025 PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025 ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks AAAI 2025 SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection ACL 2025 SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements EMNLP 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment COLING 2024 CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling EMNLP 2024 CriticEval: Evaluating Large-scale Language Model as Critic NeurIPS 2024 Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024 Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey ACL 2024 How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024 Mix-Initiative Response Generation with Dynamic Prefix Tuning NAACL 2024 ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024 Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent ACL 2024 SciMRC: Multi-perspective Scientific Machine Reading Comprehension COLING 2024 Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024 Span Graph Transformer for Document-Level Named Entity Recognition AAAI 2024 Speaker Verification in Agent-generated Conversations ACL 2024 Teaching Large Language Models to Translate on Low-resource Languages with Textbook Prompting COLING 2024 Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024 AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking ACL 2023 Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023 Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension ACL 2023 Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023 Copy is All You Need ICLR 2023 Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023 Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue EMNLP 2023 TemplateGEC: Improving Grammatical Error Correction with Detection Template ACL 2023 Towards Faithful Dialogues via Focus Learning ACL 2023 Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022 Cross-Lingual Phrase Retrieval ACL 2022 Dynamic Prefix-Tuning for Generative Template-based Event Extraction ACL 2022 ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension COLING 2022 OneRel: Joint Entity and Relation Extraction with One Module in One Step AAAI 2022 On the Representation Collapse of Sparse Mixture of Experts NeurIPS 2022 PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization COLING 2022 Relational Triple Extraction: One Step is Enough IJCAI 2022 Revisiting Grammatical Error Correction Evaluation and Beyond EMNLP 2022 Unsupervised Question Answering via Answer Diversifying COLING 2022 XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL 2022 A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition AAAI 2021 Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? ACL 2021 Cross-Lingual Abstractive Summarization with Limited Parallel Resources ACL 2021 Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation EMNLP 2021 Exploring Explainable Selection to Control Abstractive Summarization AAAI 2021 Hashing based Efficient Inference for Image-Text Matching ACL 2021 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021 InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training NAACL 2021 mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs EMNLP 2021 Prediction or Comparison: Toward Interpretable Qualitative Reasoning ACL 2021 Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking ACL 2021 Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation AAAI 2021 Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL 2020 Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020 Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020 Concept Pointer Network for Abstractive Summarization EMNLP 2019 Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019 Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis IJCAI 2019 Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CoNLL 2019 Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019 Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction EMNLP 2018 Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation EMNLP 2018 Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018 Task-oriented Word Embedding for Text Classification COLING 2018 Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets SemEval 2018 BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity SemEval 2017 QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base SemEval 2017 A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016 BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content SemEval 2016 CSE: Conceptual Sentence Embeddings based on Attention Model ACL 2016 Cross-Domain Collaborative Filtering with Review Text IJCAI 2015 Re-Ranking Voting-Based Answers by Discarding User Behavior Biases IJCAI 2015 Chinese Word Sense Disambiguation based on Context Expansion COLING 2012