Meishan Zhang

ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ACL 2026 Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026 Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment ACL 2026 Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ACL 2026 JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ACL 2026 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 Adaptive Detoxification: Safeguarding General Capabilities of LLMs through Toxicity-Aware Knowledge Editing ACL 2025 LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models ACL 2025 Reflection on Knowledge Graph for Large Language Models Reasoning ACL 2025 Language Models are Universal Embedders ACL 2025 When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025 LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics COLING 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025 AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024 Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024 Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training COLING 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 XNLP: An Interactive Demonstration System for Universal Structured NLP ACL 2024 Semantic Role Labeling from Chinese Speech via End-to-End Learning ACL 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 Towards Demonstration-Aware Large Language Models for Machine Translation ACL 2024 Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition ICML 2024 Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction ACL 2024 LLM-Driven Multimodal Opinion Expression Identification INTERSPEECH 2024 mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval EMNLP 2024 Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ACL 2023 LLM-enhanced Self-training for Cross-domain Constituency Parsing EMNLP 2023 Improving Simultaneous Machine Translation with Monolingual Data AAAI 2023 Grounded Entity-Landmark Adaptive Pre-Training for Vision-and-Language Navigation ICCV 2023 PromptST: Abstract Prompt Learning for End-to-End Speech Translation EMNLP 2023 Generating Visual Spatial Description via Holistic 3D Scene Understanding ACL 2023 Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023 A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023 On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022 Unified Named Entity Recognition as Word-Word Relation Classification AAAI 2022 Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion Role Labeling AAAI 2022 Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ACL 2022 RST Discourse Parsing with Second-Stage EDU-Level Pre-training ACL 2022 Domain-Specific NER via Retrieving Correlated Samples COLING 2022 LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model NIPS 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation EMNLP 2022 Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022 Matching Structure for Dual Learning ICML 2022 Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph IJCAI 2022 Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022 A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021 Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ACL 2021 A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition IJCNLP 2021 Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition IJCNLP 2021 End-to-end Semantic Role Labeling with Neural Transition-based Model AAAI 2021 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing EMNLP 2021 A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition ACL 2021 Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study EMNLP 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020 HiTrans: A Transformer-Based Context- and Speaker-Sensitive Model for Emotion Detection in Conversations COLING 2020 Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020 End to End Chinese Lexical Fusion Recognition with Sememe Knowledge COLING 2020 Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank IJCNLP 2019 Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank EMNLP 2019 Syntax-Aware Neural Semantic Role Labeling AAAI 2019 Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations NAACL 2019 Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling NAACL 2019 Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018 End-to-End Neural Relation Extraction with Global Optimization EMNLP 2017 Segmenting Chinese Microtext: Joint Informal-Word Detection and Segmentation with Neural Networks IJCAI 2017 Transition-Based Disfluency Detection using LSTMs EMNLP 2017 Joint Models for Extracting Adverse Drug Events from Biomedical Text IJCAI 2016 Tweet Sarcasm Detection Using Deep Neural Network COLING 2016 Transition-Based Neural Word Segmentation ACL 2016 A Transition-based Model for Joint Segmentation, POS-tagging and Normalization EMNLP 2015 Neural Networks for Open Domain Targeted Sentiment EMNLP 2015 Event-Driven Headline Generation ACL 2015 Event-Driven Headline Generation IJCNLP 2015 Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing EMNLP 2015 Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding ACL 2014 Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? COLING 2014 Character-Level Chinese Dependency Parsing ACL 2014 Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging EACL 2014 Chinese Parsing Exploiting Characters ACL 2013 SemEval-2012 Task 5: Chinese Semantic Dependency Parsing SEMEVAL 2012 Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing COLING 2012