← Authors

Guodong Zhou

193 papers · 2000–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (25) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🐺 Lone Wolf (3) 🏠 Conference Loyalist (45) 🀝 Dynamic Duo (51) πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution πŸ† Keyword Champion (3) ⚑ Prolific Year (12) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (406) πŸ“ˆ Trend Setter πŸ’Ž Century Club (190) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (24)

Conferences

COLING (53) EMNLP (45) ACL (41) IJCNLP (22) CONLL (12) IJCAI (11) AAAI (6) NAACL (2) AACL (1)

Top co-authors

Shoushan Li (51) Qiaoming Zhu (47) Min Zhang (36) Zhongqing Wang (25) Junhui Li (24) Fang Kong (24) Peifeng Li (18) Jingjing Wang (17) Yu Hong (17) Jian Su (15)

Research topics

Cognitive Science (1)

Keywords

transfer learning (9) neural network (9) neural machine translation (7) abstract meaning representation (7) domain adaptation (7) multi-task learning (7) discourse parsing (6) aspect sentiment classification (6) text classification (5) document-level translation (5) adversarial learning (5) aspect-based sentiment analysis (5) emotion detection (5) large language model (5) emotion recognition (4) multimodal learning (4) attention mechanism (4) machine translation (4) sentiment analysis (4) sentiment classification (4)

Papers

RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026
Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios AAAI 2026
PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025
One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue ACL 2025
A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective EMNLP 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025
Exploring Unified Training Framework for Multimodal User Profiling COLING 2025
Using Subtext to Enhance Generative IDRR ACL 2025
Aspect-based Sentiment Analysis via Synthetic Image Generation EMNLP 2025
Exploring Artificial Image Generation for Stance Detection EMNLP 2025
Transition-based Opinion Generation for Aspect-based Sentiment Analysis ACL 2024
TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024
ChatASU: Evoking LLM’s Reflexion to Truly Understand Aspect Sentiment in Dialogues COLING 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
How to Understand β€œSupport”? 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
End-to-End Emotion Semantic Parsing ACL 2024
A Unified Framework for Synaesthesia Analysis 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
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023
Exploring Graph Pre-training for Aspect-based Sentiment Analysis EMNLP 2023
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
Towards Discourse-Aware Document-Level Neural Machine Translation IJCAI 2022
Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022
Discourse Parsing Enhanced by Discourse Dependence Perception AACL 2022
Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning COLING 2022
Semantic Simplification for Sentiment Classification EMNLP 2022
Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
Discourse Parsing Enhanced by Discourse Dependence Perception IJCNLP 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
Sentiment Forecasting in Dialog COLING 2020
Multimodal Topic-Enriched Auxiliary Learning for Depression Detection 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
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
NUT-RC: Noisy User-generated Text-oriented Reading Comprehension 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
Emotion Detection with Neural Personal Discrimination IJCNLP 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning 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
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
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING 2018
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018
Adversarial Feature Adaptation for Cross-lingual Relation Classification 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
Global Inference to Chinese Temporal Relation Extraction COLING 2016
Semi-supervised Gender Classification with Joint Textual and Social Modeling COLING 2016
User Classification with Multiple Textual Perspectives COLING 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
SoNLP-DP System for ConLL-2016 English Shallow Discourse Parsing CONLL 2016
SoNLP-DP System for ConLL-2016 Chinese Shallow Discourse Parsing CONLL 2016
Speculation and Negation Scope Detection via Convolutional Neural Networks EMNLP 2016
Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information ACL 2015
The SoNLP-DP System in the CoNLL-2015 shared Task CONLL 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
Negation and Speculation Identification in Chinese Language IJCNLP 2015
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar EMNLP 2015
Unsupervised Negation Focus Identification with Word-Topic Graph Model EMNLP 2015
Negation and Speculation Identification in Chinese Language ACL 2015
Interactive Gender Inference with Integer Linear Programming IJCAI 2015
Sentence-level Emotion Classification with Label and Context Dependence ACL 2015
Semi-Stacking for Semi-supervised Sentiment Classification ACL 2015
Employing Event Inference to Improve Semi-Supervised Chinese Event Extraction COLING 2014
Negation Focus Identification with Contextual Discourse Information ACL 2014
Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora ACL 2014
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing EMNLP 2014
Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure EMNLP 2014
Skill Inference with Personal and Skill Connections COLING 2014
Bilingual Event Extraction: a Case Study on Trigger Type Determination ACL 2014
A Clause-Level Hybrid Approach to Chinese Empty Element Recovery IJCAI 2013
Active Learning for Cross-Domain Sentiment Classification IJCAI 2013
Argument Inference from Relevant Event Mentions in Chinese Argument Extraction ACL 2013
Tree Kernel-based Negation and Speculation Scope Detection with Structured Syntactic Parse Features EMNLP 2013
Joint Modeling of News Reader’s and Comment Writer’s Emotions ACL 2013
Joint Modeling of Argument Identification and Role Determination in Chinese Event Extraction with Discourse-Level Information IJCAI 2013
Collective Personal Profile Summarization with Social Networks EMNLP 2013
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction CONLL 2012
Unified Dependency Parsing of Chinese Morphological and Syntactic Structures CONLL 2012
Bilingual Lexicon Construction from Comparable Corpora via Dependency Mapping COLING 2012
N-gram-based Tense Models for Statistical Machine Translation CONLL 2012
Active Learning for Imbalanced Sentiment Classification CONLL 2012
Head-Driven Hierarchical Phrase-based Translation ACL 2012
A Unified Framework for Discourse Argument Identification via Shallow Semantic Parsing COLING 2012
Active Learning for Imbalanced Sentiment Classification EMNLP 2012
N-gram-based Tense Models for Statistical Machine Translation EMNLP 2012
Unified Dependency Parsing of Chinese Morphological and Syntactic Structures EMNLP 2012
Employing Compositional Semantics and Discourse Consistency in Chinese Event Extraction 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
Exploring Local and Global Semantic Information for Event Pronoun Resolution COLING 2012
Active Learning for Chinese Word Segmentation COLING 2012
Phrase-Based Evaluation for Machine Translation COLING 2012
Classifier-Based Tense Model for SMT COLING 2012
Using Cross-Entity Inference to Improve Event Extraction ACL 2011
Cache-based Document-level Statistical Machine Translation EMNLP 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
Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification ACL 2010
Hedge Detection and Scope Finding by Sequence Labeling with Procedural Feature Selection CONLL 2010
Joint Syntactic and Semantic Parsing of Chinese ACL 2010
Dependency-driven Anaphoricity Determination for Coreference Resolution COLING 2010
Sentiment Classification and Polarity Shifting COLING 2010
Learning the Scope of Negation via Shallow Semantic Parsing COLING 2010
Dependency-Driven Feature-based Learning for Extracting Protein-Protein Interactions from Biomedical Text COLING 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
Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing CONLL 2009
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
Cross Language Dependency Parsing using a Bilingual Lexicon IJCNLP 2009
Cross Language Dependency Parsing using a Bilingual Lexicon ACL 2009
Semi-Supervised Learning for Semantic Relation Classification using Stratified Sampling Strategy EMNLP 2009
Improving Nominal SRL in Chinese Language with Verbal SRL Information and Automatic Predicate Recognition EMNLP 2009
Context-Sensitive Convolution Tree Kernel for Pronoun Resolution IJCNLP 2008
Dependency Tree-based SRL with Proper Pruning and Extensive Feature Engineering CONLL 2008
Exploiting Constituent Dependencies for Tree Kernel-Based Semantic Relation Extraction COLING 2008
Semi-Supervised Learning for Relation Extraction IJCNLP 2008
Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information CONLL 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 EMNLP 2007
Modeling Commonality among Related Classes in Relation Extraction COLING 2006
A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features COLING 2006
A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features ACL 2006
Modeling Commonality among Related Classes in Relation Extraction ACL 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
Discriminative Hidden Markov Modeling with Long State Dependence using a kNN Ensemble COLING 2004
Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates ACL 2004
An NP-Cluster Based Approach to Coreference Resolution COLING 2004
Multi-Criteria-based Active Learning for Named Entity Recognition ACL 2004
A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent Strategy COLING 2004
Modeling of Long Distance Context Dependency COLING 2004
Coreference Resolution Using Competition Learning Approach ACL 2003
Named Entity Recognition using an HMM-based Chunk Tagger ACL 2002
Hybrid Text Chunking CONLL 2000
Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon EMNLP 2000
Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon ACL 2000