Guodong Zhou

RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026 GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval ACL 2026 S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA ACL 2026 PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026 Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios AAAI 2026 A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025 Exploring Artificial Image Generation for Stance Detection EMNLP 2025 Using Subtext to Enhance Generative IDRR ACL 2025 Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025 Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025 Aspect-based Sentiment Analysis via Synthetic Image Generation EMNLP 2025 Exploring Unified Training Framework for Multimodal User Profiling COLING 2025 Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025 One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025 End-to-End Emotion Semantic Parsing ACL 2024 Transition-based Opinion Generation for Aspect-based Sentiment Analysis ACL 2024 Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024 Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024 How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024 Leveraging AMR Graph Structure for Better Sequence-to-Sequence AMR Parsing COLING 2024 Structure-aware Generation Model for Cross-Domain Aspect-based Sentiment Classification COLING 2024 TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024 ChatASU: Evoking LLM’s Reflexion to Truly Understand Aspect Sentiment in Dialogues COLING 2024 Exploring Graph Pre-training for Aspect-based Sentiment Analysis EMNLP 2023 A Unified Framework for Synaesthesia Analysis EMNLP 2023 Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023 Opinion Tree Parsing for Aspect-based Sentiment Analysis ACL 2023 Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023 Semantic Simplification for Sentiment Classification EMNLP 2022 Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022 Discourse Parsing Enhanced by Discourse Dependence Perception AACL 2022 Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation COLING 2022 One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification COLING 2022 Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022 Towards Discourse-Aware Document-Level Neural Machine Translation IJCAI 2022 Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022 Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022 Discourse Parsing Enhanced by Discourse Dependence Perception IJCNLP 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Feature-level Incongruence Reduction for Multimodal Translation NAACL 2021 More than Text: Multi-modal Chinese Word Segmentation IJCNLP 2021 Adversarial Learning for Discourse Rhetorical Structure Parsing IJCNLP 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training IJCNLP 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021 Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021 Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 [RETRACTED] Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ACL 2021 Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021 More than Text: Multi-modal Chinese Word Segmentation ACL 2021 EDTC: A Corpus for Discourse-Level Topic Chain Parsing EMNLP 2021 CVAE-based Re-anchoring for Implicit Discourse Relation Classification EMNLP 2021 Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection EMNLP 2021 Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation EMNLP 2021 RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance AAAI 2021 NUT-RC: Noisy User-generated Text-oriented Reading Comprehension COLING 2020 Sentiment Forecasting in Dialog COLING 2020 Multi-modal Multi-label Emotion Detection with Modality and Label Dependence EMNLP 2020 Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020 Multimodal Topic-Enriched Auxiliary Learning for Depression Detection COLING 2020 Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020 A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure ACL 2020 Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020 Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition COLING 2020 Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation EMNLP 2019 Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese ACL 2019 Adversarial Attention Modeling for Multi-dimensional Emotion Regression ACL 2019 Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations IJCAI 2019 Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation IJCNLP 2019 A Discrete CVAE for Response Generation on Short-Text Conversation IJCNLP 2019 Negative Focus Detection via Contextual Attention Mechanism IJCNLP 2019 Modeling Graph Structure in Transformer for Better AMR-to-Text Generation IJCNLP 2019 Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019 Document-Level Event Factuality Identification via Adversarial Neural Network NAACL 2019 Emotion Detection with Neural Personal Discrimination IJCNLP 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning IJCNLP 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019 Emotion Detection with Neural Personal Discrimination EMNLP 2019 Modeling Graph Structure in Transformer for Better AMR-to-Text Generation EMNLP 2019 Negative Focus Detection via Contextual Attention Mechanism EMNLP 2019 A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019 Adversarial Feature Adaptation for Cross-lingual Relation Classification COLING 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING 2018 Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018 Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank COLING 2018 Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches COLING 2018 Cross-media User Profiling with Joint Textual and Social User Embedding COLING 2018 Stance Detection with Hierarchical Attention Network COLING 2018 One vs. Many QA Matching with both Word-level and Sentence-level Attention Network COLING 2018 MCDTB: A Macro-level Chinese Discourse TreeBank COLING 2018 Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018 Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018 Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification IJCAI 2018 Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks IJCAI 2018 Modeling Source Syntax for Neural Machine Translation ACL 2017 Joint Learning on Relevant User Attributes in Micro-blog IJCAI 2017 SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing CONLL 2016 SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing CONLL 2016 Two-View Label Propagation to Semi-supervised Reader Emotion Classification COLING 2016 Corpus Fusion for Emotion Classification COLING 2016 A Bilingual Attention Network for Code-switched Emotion Prediction COLING 2016 Global Inference to Chinese Temporal Relation Extraction COLING 2016 Semi-supervised Gender Classification with Joint Textual and Social Modeling COLING 2016 Speculation and Negation Scope Detection via Convolutional Neural Networks EMNLP 2016 User Classification with Multiple Textual Perspectives COLING 2016 Negation and Speculation Identification in Chinese Language IJCNLP 2015 Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information IJCNLP 2015 Semi-Stacking for Semi-supervised Sentiment Classification IJCNLP 2015 Sentence-level Emotion Classification with Label and Context Dependence IJCNLP 2015 The SoNLP-DP System in the CoNLL-2015 shared Task CONLL 2015 Negation and Speculation Identification in Chinese Language ACL 2015 Sentence-level Emotion Classification with Label and Context Dependence ACL 2015 Semi-Stacking for Semi-supervised Sentiment Classification ACL 2015 Interactive Gender Inference with Integer Linear Programming IJCAI 2015 Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information ACL 2015 Unsupervised Negation Focus Identification with Word-Topic Graph Model EMNLP 2015 Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar EMNLP 2015 Bilingual Event Extraction: a Case Study on Trigger Type Determination ACL 2014 A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing EMNLP 2014 Negation Focus Identification with Contextual Discourse Information ACL 2014 Skill Inference with Personal and Skill Connections COLING 2014 Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction COLING 2014 Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure EMNLP 2014 Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora ACL 2014 Active Learning for Cross-Domain Sentiment Classification IJCAI 2013 Collective Personal Profile Summarization with Social Networks EMNLP 2013 Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features EMNLP 2013 A Clause-Level Hybrid Approach to Chinese Empty Element Recovery IJCAI 2013 Joint Modeling of Argument Identification and Role Determination in Chinese Event Extraction with Discourse-Level Information IJCAI 2013 Joint Modeling of News Reader’s and Comment Writer’s Emotions ACL 2013 Argument Inference from Relevant Event Mentions in Chinese Argument Extraction ACL 2013 Active Learning for Chinese Word Segmentation COLING 2012 Classifier-Based Tense Model for SMT COLING 2012 A Unified Framework for Discourse Argument Identification via Shallow Semantic Parsing COLING 2012 Active Learning for Imbalanced Sentiment Classification EMNLP 2012 Joint Modeling of Trigger Identification and Event Type Determination in Chinese Event Extraction COLING 2012 Employing Morphological Structures and Sememes for Chinese Event Extraction COLING 2012 N-gram-based Tense Models for Statistical Machine Translation CONLL 2012 Head-Driven Hierarchical Phrase-based Translation ACL 2012 Exploring Local and Global Semantic Information for Event Pronoun Resolution COLING 2012 Active Learning for Imbalanced Sentiment Classification CONLL 2012 Bilingual Lexicon Construction from Comparable Corpora via Dependency Mapping COLING 2012 Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction CONLL 2012 Unified Dependency Parsing of Chinese Morphological and Syntactic Structures CONLL 2012 Phrase-Based Evaluation for Machine Translation COLING 2012 N-gram-based Tense Models for Statistical Machine Translation EMNLP 2012 Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction EMNLP 2012 Unified Dependency Parsing of Chinese Morphological and Syntactic Structures EMNLP 2012 Using Cross-Entity Inference to Improve Event Extraction ACL 2011 Dependency-directed Tree Kernel-based Protein-Protein Interaction Extraction from Biomedical Literature IJCNLP 2011 Transductive Minimum Error Rate Training for Statistical Machine Translation IJCNLP 2011 Cache-based Document-level Statistical Machine Translation EMNLP 2011 Joint Syntactic and Semantic Parsing of Chinese ACL 2010 Dependency-Driven Feature-based Learning for Extracting Protein-Protein Interactions from Biomedical Text COLING 2010 Learning the Scope of Negation via Shallow Semantic Parsing COLING 2010 Sentiment Classification and Polarity Shifting COLING 2010 Dependency-driven Anaphoricity Determination for Coreference Resolution COLING 2010 Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification ACL 2010 A Tree Kernel-Based Unified Framework for Chinese Zero Anaphora Resolution EMNLP 2010 A Unified Framework for Scope Learning via Simplified Shallow Semantic Parsing EMNLP 2010 Clustering-Based Stratified Seed Sampling for Semi-Supervised Relation Classification EMNLP 2010 Hedge Detection and Scope Finding by Sequence Labeling with Procedural Feature Selection CONLL 2010 Employing the Centering Theory in Pronoun Resolution from the Semantic Perspective EMNLP 2009 Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation EMNLP 2009 Improving Nominal SRL in Chinese Language with Verbal SRL Information and Automatic Predicate Recognition EMNLP 2009 Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy EMNLP 2009 Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing CONLL 2009 Cross Language Dependency Parsing using a Bilingual Lexicon IJCNLP 2009 Cross Language Dependency Parsing using a Bilingual Lexicon ACL 2009 Exploiting Constituent Dependencies for Tree Kernel-Based Semantic Relation Extraction COLING 2008 Dependency Tree-based SRL with Proper Pruning and Extensive Feature Engineering CONLL 2008 Context-Sensitive Convolution Tree Kernel for Pronoun Resolution IJCNLP 2008 Semi-Supervised Learning for Relation Extraction IJCNLP 2008 Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information EMNLP 2007 A Grammar-driven Convolution Tree Kernel for Semantic Role Classification ACL 2007 Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information CONLL 2007 Modeling Commonality among Related Classes in Relation Extraction COLING 2006 Modeling Commonality among Related Classes in Relation Extraction ACL 2006 A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features ACL 2006 A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features COLING 2006 Exploring Various Knowledge in Relation Extraction ACL 2005 Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering IJCNLP 2005 A Chunking Strategy Towards Unknown Word Detection in Chinese Word Segmentation IJCNLP 2005 Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates ACL 2004 Discriminative Hidden Markov Modeling with Long State Dependence using a kNN Ensemble COLING 2004 Modeling of Long Distance Context Dependency COLING 2004 An NP-Cluster Based Approach to Coreference Resolution COLING 2004 A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent Strategy COLING 2004 Multi-Criteria-based Active Learning for Named Entity Recognition ACL 2004 Coreference Resolution Using Competition Learning Approach ACL 2003 Named Entity Recognition using an HMM-based Chunk Tagger ACL 2002 Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon EMNLP 2000 Hybrid Text Chunking CONLL 2000 Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon ACL 2000