Hai-Tao Zheng
46 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (11) π Renaissance Researcher (8) πΊοΈ Taxonomy Completionist (87)
π
Conference Polyglot
(11)
π
Academic Marathon
(7)
πΊοΈ
Taxonomy Completionist
(87)
π₯
Mega-Team
(20)
π
Grand Slam
π€
Dynamic Duo
(19)
π§¬
Topic Evolution
π₯
Unstoppable
(6)
π
Century Club
(42)
ποΈ
Keyword Collector
(175)
π
Conference Pioneer
β‘
Prolific Year
(15)
Conferences
AAAI (13)
EMNLP (10)
ACL (9)
ICLR (4)
COLING (2)
IJCAI (2)
NIPS (2)
CVPR (1)
ECCV (1)
ICML (1)
NAACL (1)
Top co-authors
Research topics
Keywords
large language model
(11)
text generation
(6)
grammatical error correction
(5)
instruction tuning
(4)
continual learning
(3)
language model
(3)
data augmentation
(3)
question answering
(3)
context compression
(3)
text editing
(3)
contrastive learning
(3)
knowledge distillation
(3)
catastrophic forgetting
(3)
natural language processing
(3)
knowledge base
(2)
evaluation metric
(2)
reinforcement learning
(2)
attention mechanism
(2)
multi-task learning
(2)
named entity recognition
(2)
Papers
CL2GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
ACL 2026
Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction
AAAI 2026
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
ACL 2026
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
ACL 2026
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
EMNLP 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
EMNLP 2025
MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
EMNLP 2025
Position: LLMs Can be Good Tutors in English Education
EMNLP 2025
Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks
ICLR 2025
Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers
AAAI 2025
EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
AAAI 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
ICLR 2025
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
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
Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
ACL 2025
A Survey of RAG-Reasoning Systems in Large Language Models
EMNLP 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
NAACL 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
ICML 2025
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation
EMNLP 2024
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
NIPS 2024
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
AAAI 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
AAAI 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
Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering
COLING 2024
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
CVPR 2024
MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
EMNLP 2024
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
NIPS 2023
A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check
EMNLP 2023
MixEdit: Revisiting Data Augmentation and Beyond for Grammatical Error Correction
EMNLP 2023
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction
EMNLP 2023
Global Mixup: Eliminating Ambiguity with Clustering
AAAI 2023
Visually Grounded Commonsense Knowledge Acquisition
AAAI 2023
Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval
AAAI 2023
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking
ACL 2022
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
Prototypical Representation Learning for Relation Extraction
ICLR 2021
Learning to Augment for Data-scarce Domain BERT Knowledge Distillation
AAAI 2021
Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection
AAAI 2021
Integrating Linguistic Knowledge to Sentence Paraphrase Generation
AAAI 2020
Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering
AAAI 2020
Infobox-to-text Generation with Tree-like Planning based Attention Network
IJCAI 2020
Triple-to-Text Generation with an Anchor-to-Prototype Framework
IJCAI 2020
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
ECCV 2018