Hai-Tao Zheng

CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction ACL 2026 GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment ACL 2026 Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction AAAI 2026 Read As Human: Compressing Context via Parallelizable Close Reading and Skimming ACL 2026 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025 CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ACL 2025 DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens ACL 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025 Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers AAAI 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs ICML 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 Position: LLMs Can be Good Tutors in English Education EMNLP 2025 RAISE: Reinforced Adaptive Instruction Selection For Large Language Models EMNLP 2025 Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025 Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks ICLR 2025 Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering COLING 2024 EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024 HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension EMNLP 2024 RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback CVPR 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters ACL 2024 When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models NeurIPS 2024 A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check EMNLP 2023 AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NeurIPS 2023 CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction EMNLP 2023 Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023 Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval AAAI 2023 MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction EMNLP 2023 Visually Grounded Commonsense Knowledge Acquisition AAAI 2023 CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022 Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ACL 2022 The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022 Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection AAAI 2021 Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Infobox-to-text Generation with Tree-like Planning based Attention Network IJCAI 2020 Integrating Linguistic Knowledge to Sentence Paraphrase Generation AAAI 2020 Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering AAAI 2020 Triple-to-Text Generation with an Anchor-to-Prototype Framework IJCAI 2020 ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design ECCV 2018