Yin Zhang

Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026 Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 2026 Vector Calligrapher: Generating Scalable Vector Graphics via Structured Linguistic Supervision ACL 2026 AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs ACL 2026 VideoPro: Adaptive Program Reasoning for Long Video Understanding ACL 2026 UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025 UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task AACL 2025 A Survey on LLMs for Story Generation EMNLP 2025 Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024 Improving Multi-agent Reinforcement Learning with Stable Prefix Policy IJCAI 2024 EFEVD: Enhanced Feature Extraction for Smart Contract Vulnerability Detection IJCAI 2024 ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024 DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NIPS 2024 PowerPM: Foundation Model for Power Systems NIPS 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency COLING 2024 Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024 Parallelizing Model-based Reinforcement Learning Over the Sequence Length NIPS 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 Mixed Distillation Helps Smaller Language Models Reason Better EMNLP 2024 WYWEB: A NLP Evaluation Benchmark For Classical Chinese ACL 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023 Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning CVPR 2023 Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023 Back-Modality: Leveraging Modal Transformation for Data Augmentation NIPS 2023 Boosting Multi-agent Reinforcement Learning via Contextual Prompting JMLR 2023 DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022 ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022 Continual Few-shot Intent Detection COLING 2022 OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Reinforced History Backtracking for Conversational Question Answering AAAI 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021 Disentangled Code Representation Learning for Multiple Programming Languages ACL 2021 Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021 Disentangled Code Representation Learning for Multiple Programming Languages IJCNLP 2021 Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources COLING 2020 Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020 Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition EMNLP 2020 Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020 MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020 PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge EMNLP 2020 Task-Oriented Conversation Generation Using Heterogeneous Memory Networks IJCNLP 2019 Task-Oriented Conversation Generation Using Heterogeneous Memory Networks EMNLP 2019 Fast Similarity Search via Optimal Sparse Lifting NIPS 2018