Guodong Zhou

Orcid: 0000-0002-7887-5099

Affiliations:
  • Soochow University, College of Computer Science, Suzhou, China
  • National University of Singapore, Singapore (PhD 1999)


According to our database1, Guodong Zhou authored at least 267 papers between 1999 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
Dual-layer prompt ensembles: Leveraging system- and user-level instructions for robust LLM-based query expansion and rank fusion.
Inf. Fusion, 2026

Training-free and zero-shot regeneration for hallucination mitigation in MLLMs: Representation understanding perspective.
Expert Syst. Appl., 2026

DeepSVU: Towards In-depth Security-oriented Video Understanding via Unified Physical-world Regularized MoE.
Proceedings of the ACM Web Conference 2026, 2026

2025
Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective.
CoRR, September, 2025

DialoguePFM:Prompt-based Fusion Model for Emotion Recognition in Conversation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2025

Enhanced Generative Framework With LLMs for Multimodal Emotion-Cause Pair Extraction in Conversations.
IEEE Trans. Multim., 2025

Mixture of Hybrid Prompts for Cross-Domain Aspect Sentiment Triplet Extraction.
IEEE Trans. Affect. Comput., 2025

DTDA: Dual-channel Triple-to-quintuple Data Augmentation for Comparative Opinion Quintuple Extraction.
Knowl. Based Syst., 2025

Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion.
Expert Syst. Appl., 2025

OpenBA: an open-sourced 15B bilingual asymmetric Seq2Seq model pre-trained from scratch.
Sci. China Inf. Sci., 2025

Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM.
Proceedings of the ACM on Web Conference 2025, 2025

Omni-SILA: Towards Omni-scene Driven Visual Sentiment Identifying, Locating and Attributing in Videos.
Proceedings of the ACM on Web Conference 2025, 2025

Emotion across Modalities and Cultures: Multilingual Multimodal Emotion-Cause Analysis with Memory-inspired Framework.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Skynet-V1: Towards Early Warning of Video Abnormal Events via A Spatial-temporal Causal-enhanced MoE Framework.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

DlGR-KB: Dual-Level Graph Reasoning with Key Block Decoupling for Multi-party Dialogue Reading Comprehension.
Proceedings of the Database Systems for Advanced Applications, 2025

Exploring Unified Training Framework for Multimodal User Profiling.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Using Subtext to Enhance Generative IDRR.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks.
Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024
Self-augmented sequentiality-aware encoding for aspect term extraction.
Inf. Process. Manag., March, 2024

Response generation in multi-modal dialogues with split pre-generation and cross-modal contrasting.
Inf. Process. Manag., January, 2024

Exploring Scope Detection for Aspect-Based Sentiment Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning.
CoRR, 2024

Hawkeye: Discovering and Grounding Implicit Anomalous Sentiment in Recon-videos via Scene-enhanced Video Large Language Model.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Towards Emotion-enriched Text-to-Motion Generation via LLM-guided Limb-level Emotion Manipulating.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

ECFCON: Emotion Consequence Forecasting in Conversations.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Comment-aided Video-Language Alignment via Contrastive Pre-training for Short-form Video Humor Detection.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Decoupling and Refilling: A Simple Data Augmentation Method for Aspect Term Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2024

Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Bilingual Multimodal Graph Modeling for Text-Image Relation Inference.
Proceedings of the Database Systems for Advanced Applications, 2024

Demonstration Retrieval-Augmented Generative Event Argument Extraction.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Learning to Differentiate Pairwise-Argument Representations for Implicit Discourse Relation Recognition.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
A Benchmark for Hierarchical Emotion Cause Extraction in Spoken Dialogues.
IEEE Signal Process. Lett., 2023

OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch.
CoRR, 2023

A Text-Image Pair Is Not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Prompt-Free Few-Shot Learning with ELECTRA for Acceptability Judgment.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

GCN-based End-to-End Model for Comparative Opinion Quintuple Extraction.
Proceedings of the International Joint Conference on Neural Networks, 2023

Data Augmentation via Back-translation for Aspect Term Extraction.
Proceedings of the International Joint Conference on Neural Networks, 2023

Question Generation via Generative Adversarial Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

EBAMQ: Exposure Bias Alleviation via Moment Matching for Question Generation.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Mixture of Experts with Adaptive Semantic Encoding for Event Detection.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Unified MRC Framework with Multi-Query for Multi-modal Relation Triplets Extraction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Enhance Representational Differentiation Step by Step: A Two-Stage Encoder-Decoder Network for Implicit Discourse Relation Classification.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Feature Differentiation and Fusion for Semantic Text Matching.
Proceedings of the Advances in Information Retrieval, 2023

Intention-Aware Neural Networks for Question Paraphrase Identification.
Proceedings of the Advances in Information Retrieval, 2023

Comment-Aware Multi-Modal Heterogeneous Pre-Training for Humor Detection in Short-Form Videos.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
One Type Context Is Not Enough: Global Context-aware Neural Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2022

Neural Emotion Detection via Personal Attributes.
J. Comput. Sci. Technol., 2022

Towards better entity linking.
Frontiers Comput. Sci., 2022

Cognition-driven multimodal personality classification.
Sci. China Inf. Sci., 2022

Implicit Discourse Relation Recognition Based on Multi-granularity Context Fusion Mechanism.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Event Detection with Cross-Sentence Graph Convolutional Networks.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Enhancing Implicit Discourse Relation Classification by Perceiving External Semantics and Convolving Internal Semantics.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Enhancing Neural Aspect Term Extraction Using Part-Of-Speech and Syntactic Dependency Features.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Pre-trained Token-replaced Detection Model as Few-shot Learner.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Language Adaptation for Entity Relation Classification via Adversarial Neural Networks.
J. Comput. Sci. Technol., 2021

Domanial and dimensional adversarial learning for emotion regression.
Neurocomputing, 2021

Document structure model for survey generation using neural network.
Frontiers Comput. Sci., 2021

Improving neural sentence alignment with word translation.
Frontiers Comput. Sci., 2021

Sentiment classification via user and product interactive modeling.
Sci. China Inf. Sci., 2021

Extraction of causal relations based on SBEL and BERT model.
Database J. Biol. Databases Curation, 2021

Coreference Resolution: Are the Eliminated Spans Totally Worthless?
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Cognition-Driven Real-Time Personality Detection via Language-Guided Contrastive Visual Attention.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CVAE-based Re-anchoring for Implicit Discourse Relation Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

More than Text: Multi-modal Chinese Word Segmentation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Neural Stance Detection With Hierarchical Linguistic Representations.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Speech-Driven End-to-End Language Discrimination toward Chinese Dialects.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Global Encoding for Long Chinese Text Summarization.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Chinese Zero Pronoun Resolution: A Chain-to-chain Approach.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Explicitly Modeling Word Translations in Neural Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Neural Co-training for Sentiment Classification with Product Attributes.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Word-Pair Relevance Modeling with Multi-View Neural Attention Mechanism for Sentence Alignment.
J. Comput. Sci. Technol., 2020

Multi-Modal Sentiment Classification With Independent and Interactive Knowledge via Semi-Supervised Learning.
IEEE Access, 2020

Event Detection with Document Structure and Graph Modelling.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Syntax-Guided Sequence to Sequence Modeling for Discourse Segmentation.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Multi-layer Joint Learning of Chinese Nested Named Entity Recognition Based on Self-attention Mechanism.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Adversarial BiLSTM-CRF Architectures for Extra-Propositional Scope Resolution.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Modeling both Intra- and Inter-modal Influence for Real-Time Emotion Detection in Conversations.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Transformer-based Label Set Generation for Multi-modal Multi-label Emotion Detection.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Speaker Personality Recognition With Multimodal Explicit Many2many Interactions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Multi-modal Multi-label Emotion Detection with Modality and Label Dependence.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Improving AMR Parsing with Sequence-to-Sequence Pre-training.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Sentiment Forecasting in Dialog.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

NUT-RC: Noisy User-generated Text-oriented Reading Comprehension.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Multimodal Topic-Enriched Auxiliary Learning for Depression Detection.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Aspect Sentiment Classification with Document-level Sentiment Preference Modeling.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Hierarchical sequence labeling for extracting BEL statements from biomedical literature.
BMC Medical Informatics Decis. Mak., 2019

基于LSTM和多特征组合的电影评论专业程度分类 (Movie Review Professionalism Classification Using LSTM and Features Fusion).
计算机科学, 2019

Stance detection via sentiment information and neural network model.
Frontiers Comput. Sci., 2019

Cursor momentum for fascination measurement.
Frontiers Comput. Sci., 2019

Focus-sensitive relation disambiguation for implicit discourse relation detection.
Frontiers Comput. Sci., 2019

Chemical-induced disease relation extraction via attention-based distant supervision.
BMC Bioinform., 2019

Combining relation extraction with function detection for BEL statement extraction.
Database J. Biol. Databases Curation, 2019

A Recursive Information Flow Gated Model for RST-Style Text-Level Discourse Parsing.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Many vs. Many Query Matching with Hierarchical BERT and Transformer.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Triple-Joint Modeling for Question Generation Using Cross-Task Autoencoder.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Multi-grain Representation Learning for Implicit Discourse Relation Recognition.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Chinese Event Factuality Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Hierarchical-Gate Multimodal Network for Human Communication Comprehension.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Event Factuality Detection in Discourse.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Effective Sentiment-relevant Word Selection for Multi-modal Sentiment Analysis in Spoken Language.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-Modal Language Analysis with Hierarchical Interaction-Level and Selection-Level Attentions.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Modeling the Clause-Level Structure to Multimodal Sentiment Analysis via Reinforcement Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Modeling Graph Structure in Transformer for Better AMR-to-Text Generation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Emotion Detection with Neural Personal Discrimination.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Negative Focus Detection via Contextual Attention Mechanism.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Adversarial Attention Modeling for Multi-dimensional Emotion Regression.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Domain-specific Named Entity Recognition with Document-Level Optimization.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

基于字词融合特征的微博情绪识别方法 (Emotion Recognition on Microblog Based on Character and Word Features).
计算机科学, 2018

基于双通道LSTM模型的用户性别分类方法研究 (User Gender Classification with Dual-channel LSTM).
计算机科学, 2018

Cross-Lingual Emotion Classification with Auxiliary and Attention Neural Networks.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Overview of NLPCC 2018 Shared Task 1: Emotion Detection in Code-Switching Text.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Semi-supervised Sentiment Classification Based on Auxiliary Task Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Recognizing Macro Chinese Discourse Structure on Label Degeneracy Combination Model.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Employing Multiple Decomposable Attention Networks to Resolve Event Coreference.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Event Factuality Identification via Hybrid Neural Networks.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Review Rating with Both Positive and Negative Sentiment Intensity Measurements.
Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Sentiment Classification towards Question-Answering with Hierarchical Matching Network.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial Feature Adaptation for Cross-lingual Relation Classification.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

One vs. Many QA Matching with both Word-level and Sentence-level Attention Network.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Cross-media User Profiling with Joint Textual and Social User Embedding.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Two-Target Stance Detection with Target-Related Zone Modeling.
Proceedings of the Information Retrieval - 24th China Conference, 2018

Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Emotion Analysis in Code-Switching Text With Joint Factor Graph Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

A CDT-Styled End-to-End Chinese Discourse Parser.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

An Emotion Cause Corpus for Chinese Microblogs with Multiple-User Structures.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017

基于句法信息的微博情绪识别方法研究 (Emotion Recognition of Chinese Microblogs with Syntactic Information).
计算机科学, 2017

Personal summarization from profile networks.
Frontiers Comput. Sci., 2017

Chemical-induced disease relation extraction via convolutional neural network.
Database J. Biol. Databases Curation, 2017

Opinion Target Understanding in Event-Level Sentiment Analysis.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Supervised Domain Adaptation for Sentiment Regression.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Active Learning for Chinese Word Segmentation on Judgements.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Review Rating with Joint Classification and Regression Model.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Towards Better Chinese Zero Pronoun Resolution from Discourse Perspective.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Chinese Zero Pronoun Resolution: A Chain to Chain Approach.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Joint Learning on Relevant User Attributes in Micro-blog.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Employing Auto-annotated Data for Person Name Recognition in Judgment Documents.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Modeling Source Syntax for Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Joint Argument Inference in Chinese Event Extraction with Argument Consistency and Event Relevance.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Minimally Supervised Chinese Event Extraction from Multiple Views.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammars in Statistical Machine Translation.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Research on Chinese negation and speculation: corpus annotation and identification.
Frontiers Comput. Sci., 2016

Chemical-induced disease relation extraction with various linguistic features.
Database J. Biol. Databases Curation, 2016

A Case Study on Active Learning for Event Extraction.
Proceedings of the Social Media Processing - 5th National Conference, 2016

A Novel Approach for Relation Extraction with Few Labeled Data.
Proceedings of the Social Media Processing - 5th National Conference, 2016

A Micro-topic Model for Coreference Resolution Based on Theme-Rheme Structure.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Exploring Various Linguistic Features for Stance Detection.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Bilingual Parallel Active Learning Between Chinese and English.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

A CDT-Styled End-to-End Chinese Discourse Parser.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Corpus Fusion for Emotion Classification.
Proceedings of the COLING 2016, 2016

User Classification with Multiple Textual Perspectives.
Proceedings of the COLING 2016, 2016

A Bilingual Attention Network for Code-switched Emotion Prediction.
Proceedings of the COLING 2016, 2016

Two-View Label Propagation to Semi-supervised Reader Emotion Classification.
Proceedings of the COLING 2016, 2016

Semi-supervised Gender Classification with Joint Textual and Social Modeling.
Proceedings of the COLING 2016, 2016

Active Learning for Age Regression in Social Media.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2016

Parallel Corpus-based Bilingual Co-training for Relation Classification.
Proceedings of the Chinese Lexical Semantics - 17th Workshop, 2016

2015
Document-Level Machine Translation Evaluation Metrics Enhanced with Simplified Lexical Chain.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

A Convolutional Deep Neural Network for Coreference Resolution via Modeling Hierarchical Features.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Interactive Gender Inference with Integer Linear Programming.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Pattern-based rule disambiguation.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Document-Level Machine Translation Evaluation with Gist Consistency and Text Cohesion.
Proceedings of the Second Workshop on Discourse in Machine Translation, 2015

Interactive Gender Inference in Social Media.
Proceedings of the Database Systems for Advanced Applications, 2015

Leveraging Interactive Knowledge and Unlabeled Data in Gender Classification with Co-training.
Proceedings of the Database Systems for Advanced Applications, 2015

Joint Sentiment and Emotion Classification with Integer Linear Programming.
Proceedings of the Database Systems for Advanced Applications, 2015

Emotion Corpus Construction on Microblog Text.
Proceedings of the Chinese Lexical Semantics - 16th Workshop, 2015

Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Semi-Stacking for Semi-supervised Sentiment Classification.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Sentence-level Emotion Classification with Label and Context Dependence.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Using compositional semantics and discourse consistency to improve Chinese trigger identification.
Inf. Process. Manag., 2014

Expanding Native Training Data for Implicit Discourse Relation Classification.
Proceedings of the Social Media Processing - Third National Conference, 2014

Negation and Speculation Target Identification.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Random Walks for Opinion Summarization on Conversations.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Chinese Comma Disambiguation on K-best Parse Trees.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

Skill Inference with Personal and Skill Connections.
Proceedings of the COLING 2014, 2014

A Joint Learning Approach to Explicit Discourse Parsing via Structured Perceptron.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2014

Semi-supervised Sentiment Classification with Self-training on Feature Subspaces.
Proceedings of the Chinese Lexical Semantics - 15th Workshop, 2014

Bilingual Event Extraction: a Case Study on Trigger Type Determination.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Improving Syntactic Parsing of Chinese with Empty Element Recovery.
J. Comput. Sci. Technol., 2013

Sentence Compression Based on ILP Decoding Method.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Active Learning for Cross-domain Sentiment Classification.
Proceedings of the IJCAI 2013, 2013

Collective Personal Profile Summarization with Social Networks.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Joint learning on sentiment and emotion classification.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Joint Modeling of News Reader's and Comment Writer's Emotions.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Toward a Unified Framework for Standard and Update Multi-Document Summarization.
ACM Trans. Asian Lang. Inf. Process., 2012

Independent spanning trees on twisted cubes.
J. Parallel Distributed Comput., 2012

Tree kernel-based protein-protein interaction extraction from biomedical literature.
J. Biomed. Informatics, 2012

What reviews are satisfactory: novel features for automatic helpfulness voting.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Multi-view Learning for Semi-supervised Sentiment Classification.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

Active Learning for Imbalanced Sentiment Classification.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

N-gram-based Tense Models for Statistical Machine Translation.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Active Learning for Chinese Word Segmentation.
Proceedings of the COLING 2012, 2012

Classifier-Based Tense Model for SMT.
Proceedings of the COLING 2012, 2012

Elementary Discourse Unit in Chinese Discourse Structure Analysis.
Proceedings of the Chinese Lexical Semantics - 13th Workshop, 2012

Dual word and document seed selection for semi-supervised sentiment classification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Cross-argument inference for implicit discourse relation recognition.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Opinion Target Extraction Using a Shallow Semantic Parsing Framework.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Employing Constituent Dependency Information for Tree Kernel-Based Semantic Relation Extraction between Named Entities.
ACM Trans. Asian Lang. Inf. Process., 2011

Unified Semantic Role Labeling for Verbal and Nominal Predicates in the Chinese Language.
ACM Trans. Asian Lang. Inf. Process., 2011

Kernel-based semantic relation detection and classification via enriched parse tree structure.
J. Comput. Sci. Technol., 2011

Learning Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation.
J. Comput. Sci. Technol., 2011

Tree kernel-based semantic role labeling with enriched parse tree structure.
Inf. Process. Manag., 2011

Semi-Supervised Learning for Imbalanced Sentiment Classification.
Proceedings of the IJCAI 2011, 2011

Improve Tree Kernel-Based Event Pronoun Resolution with Competitive Information.
Proceedings of the IJCAI 2011, 2011

Polarity Shifting: Corpus Construction and Analysis.
Proceedings of the International Conference on Asian Language Processing, 2011

Imbalanced Sentiment Classification with Multi-strategy Ensemble Learning.
Proceedings of the International Conference on Asian Language Processing, 2011

Cache-based Document-level Statistical Machine Translation.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Imbalanced sentiment classification.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Using Cross-Entity Inference to Improve Event Extraction.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Tree kernel-based semantic relation extraction with rich syntactic and semantic information.
Inf. Sci., 2010

Sentiment Classification and Polarity Shifting.
Proceedings of the COLING 2010, 2010

Employing Personal/Impersonal Views in Supervised and Semi-Supervised Sentiment Classification.
Proceedings of the ACL 2010, 2010

2009
Diagnosable evaluation of DCC linear congruential graphs under the PMC diagnostic model.
Inf. Sci., 2009

Label propagation via bootstrapped support vectors for semantic relation extraction between named entities.
Comput. Speech Lang., 2009

2008
Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel.
IEEE Trans. Speech Audio Process., 2008

Hierarchical learning strategy in semantic relation extraction.
Inf. Process. Manag., 2008

Exploring syntactic structured features over parse trees for relation extraction using kernel methods.
Inf. Process. Manag., 2008

Syntactic Parsing with Hierarchical Modeling.
Proceedings of the Information Retrieval Technology, 2008

2007
Extracting relation information from text documents by exploring various types of knowledge.
Inf. Process. Manag., 2007

Building a Collocation Net.
Int. J. Comput. Process. Orient. Lang., 2007

Tree Kernel-Based Relation Extraction with Context-Sensitive Structured Parse Tree Information.
Proceedings of the EMNLP-CoNLL 2007, 2007

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification.
Proceedings of the ACL 2007, 2007

2006
A Unified Framework for Text Analysis in Chinese TTS.
Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006

A Novel Hierarchical Document Clustering Algorithm Based on a kNN Connection Graph.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Building a Collocation Net.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

A Hybrid Approach to Chinese Abbreviation Expansion.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

Hierarchical Learning Strategy in Relation Extraction Using Support Vector Machines.
Proceedings of the Information Retrieval Technology, 2006

Automatic Expansion of Abbreviations in Chinese News Text.
Proceedings of the Information Retrieval Technology, 2006

Modeling Commonality among Related Classes in Relation Extraction.
Proceedings of the ACL 2006, 2006

A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features.
Proceedings of the ACL 2006, 2006

Chinese Word Segmentation and Named Entity Recognition Based on a Context-Dependent Mutual Information Independence Model.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005
Direct modelling of output context dependence in discriminative hidden Markov model.
Pattern Recognit. Lett., 2005

Machine learning-based named entity recognition via effective integration of various evidences.
Nat. Lang. Eng., 2005

Recognition of protein/gene names from text using an ensemble of classifiers.
BMC Bioinform., 2005

A Chunking Strategy Towards Unknown Word Detection in Chinese Word Segmentation.
Proceedings of the Natural Language Processing, 2005

Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering.
Proceedings of the Natural Language Processing, 2005

Mutual Information Independence Model Using Kernel Density Estimation for Segmenting and Labeling Sequential Data.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Resolution of Data Sparseness in Named Entity Recognition Using Hierarchical Features and Feature Relaxation Principle.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Exploring Various Knowledge in Relation Extraction.
Proceedings of the ACL 2005, 2005

2004
Enhancing HMM-based biomedical named entity recognition by studying special phenomena.
J. Biomed. Informatics, 2004

Recognizing names in biomedical texts: a machine learning approach.
Bioinform., 2004

Improving Noun Phrase Coreference Resolution by Matching Strings.
Proceedings of the Natural Language Processing, 2004

A Collaborative Ability Measurement for Co-training.
Proceedings of the Natural Language Processing, 2004

1999
Interpolation of n-gram and mutual-information based trigger pair language models for Mandarin speech recognition.
Comput. Speech Lang., 1999


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