Hang Yan

MUR: Momentum Uncertainty guided Reasoning for Large Language Models ACL 2026 What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026 DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization EACL 2026 ReAttention: Training-Free Infinite Context with Finite Attention Scope ICLR 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law ACL 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025 LongWanjuan: Towards Systematic Measurement for Long Text Quality EMNLP 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024 Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024 Identifying Semantic Induction Heads to Understand In-Context Learning ACL 2024 AdaLomo: Low-memory Optimization with Adaptive Learning Rate ACL 2024 Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024 Balanced Data Sampling for Language Model Training with Clustering ACL 2024 Length Generalization of Causal Transformers without Position Encoding ACL 2024 Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NIPS 2024 Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024 Scaling Laws of RoPE-based Extrapolation ICLR 2024 Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback ICML 2024 Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What’s Next? ACL 2023 An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition ACL 2023 UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction ACL 2023 CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP 2023 Unified Demonstration Retriever for In-Context Learning ACL 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 Watermarking LLMs with Weight Quantization EMNLP 2023 Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022 Contrast and Generation Make BART a Good Dialogue Emotion Recognizer AAAI 2022 Waymo Open Dataset: Panoramic Video Panoptic Segmentation ECCV 2022 DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022 fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP IJCNLP 2021 A Unified Generative Framework for Various NER Subtasks ACL 2021 A Unified Generative Framework for Aspect-based Sentiment Analysis ACL 2021 Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021 SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check EMNLP 2021 fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021 Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL 2021 Accelerating BERT Inference for Sequence Labeling via Early-Exit IJCNLP 2021 A Unified Generative Framework for Aspect-based Sentiment Analysis IJCNLP 2021 A Unified Generative Framework for Various NER Subtasks IJCNLP 2021 BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP 2020 FLAT: Chinese NER Using Flat-Lattice Transformer ACL 2020 Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020 Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder EMNLP 2020 RIDI: Robust IMU Double Integration ECCV 2018 Turning an Urban Scene Video Into a Cinemagraph CVPR 2017