Zuchao Li

End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering AAAI 2026 Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026 From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons ACL 2026 Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models ACL 2026 TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding ACL 2026 Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures AAAI 2026 BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores ACL 2026 PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ACL 2026 Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025 ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025 Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025 XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression EMNLP 2025 Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025 SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away AAAI 2025 NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025 Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025 KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025 Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025 DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025 IAM: Efficient Inference through Attention Mapping between Different-scale LLMs ACL 2025 Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025 SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers ACL 2025 What Limits Bidirectional Model’s Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning ICML 2025 CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models EMNLP 2025 AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders EMNLP 2025 From Parameters to Performance: A Data-Driven Study on LLM Structure and Development EMNLP 2025 Can Large Language Models Be Good Language Teachers? EMNLP 2025 A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis AAAI 2024 Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024 Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024 Sparse is Enough in Fine-tuning Pre-trained Large Language Models ICML 2024 N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024 Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024 GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024 VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024 SirLLM: Streaming Infinite Retentive LLM ACL 2024 Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024 Selective Prefix Tuning for Pre-trained Language Models ACL 2024 The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024 GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment ACL 2024 Contextualized Semantic Distance between Highly Overlapped Texts ACL 2023 Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023 FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023 Enhancing Ancient Chinese Understanding with Derived Noisy Syntax Trees ACL 2023 Learning Event-aware Measures for Event Coreference Resolution ACL 2023 Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers ICML 2023 iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning IJCAI 2023 Explicit Alignment Learning for Neural Machine Translation IJCAI 2022 Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022 BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning COLING 2022 Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing EMNLP 2022 Restricted or Not: A General Training Framework for Neural Machine Translation ACL 2022 What Works and Doesn’t Work, A Deep Decoder for Neural Machine Translation ACL 2022 Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model EMNLP 2021 MiSS: An Assistant for Multi-Style Simultaneous Translation EMNLP 2021 MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021 Grammatical Error Correction as GAN-like Sequence Labeling IJCNLP 2021 NICT’s Neural Machine Translation Systems for the WAT21 Restricted Translation Task IJCNLP 2021 Multilingual Pre-training with Universal Dependency Learning NIPS 2021 NICT’s Neural Machine Translation Systems for the WAT21 Restricted Translation Task ACL 2021 Grammatical Error Correction as GAN-like Sequence Labeling ACL 2021 Unsupervised Neural Machine Translation with Universal Grammar EMNLP 2021 Neural Machine Translation with Universal Visual Representation ICLR 2020 High-order Semantic Role Labeling EMNLP 2020 Semantics-Aware BERT for Language Understanding AAAI 2020 Reference Language based Unsupervised Neural Machine Translation EMNLP 2020 Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020 Global Greedy Dependency Parsing AAAI 2020 SJTU-NICT’s Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020 Data-dependent Gaussian Prior Objective for Language Generation ICLR 2020 Explicit Sentence Compression for Neural Machine Translation AAAI 2020 Syntax-aware Multilingual Semantic Role Labeling EMNLP 2019 Dependency or Span, End-to-End Uniform Semantic Role Labeling AAAI 2019 Syntax-aware Multilingual Semantic Role Labeling IJCNLP 2019 SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing CONLL 2019 A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018 Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ACL 2018 Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018 Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing CONLL 2018 Seq2seq Dependency Parsing COLING 2018 A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? COLING 2018