Research Publications in
Past 10 Years
Ordered
By Topic Ordered
by Year
Full Publication List
Books and Book Chapters
2017
o Social Media Content Analysis: Natural Language Processing and Beyond, Series on Language Processing, Pattern Recognition, and Intelligent Systems, November, 2017.
Journal Publications
2024
o
Dialogue
Acts Enhanced Extract-Abstract Framework for Meeting Summarization, Information Processing and Management, 61(3), No. 103635, May, 2024. 
o
Alignment
Efficient Image-Sentence Retrieval Considering Transferable Cross-Modal
Representation Learning,
Frontiers of Computer Science, 18(1), No. 181335, 2024.
2023
o
Contextualized Knowledge Graph Embedding
for Explainable Talent Training Course Recommendation, ACM Transactions on Information Systems
(TOIS), 42(2), No. 33, September, 2023.
o
A Target-driven Planning
Approach for Goal-oriented Dialogue Systems, IEEE Transactions on Neural
Networks and Learning Systems (TNNLS), January, 2023.
2022
o
Geo-Tile2Vec:
A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics, ACM
Transactions on Spatial Algorithms and Systems, November 2022.
o
Mutually
Reinforced Network Embedding: An Integrated Approach to Research Paper
Recommendation, Expert Systems with Applications, 204, No. 117616, October
2022.
o
Social Attentive Deep
Q-networks for Recommender Systems, IEEE Transactions on Knowledge and Data
Engineering (TKDE), 34(5): 2443-2457, May 2022.
o
Joint Learning of User
Representation with Diffusion Sequence and Network Structure, IEEE
Transactions on Knowledge and Data Engineering (TKDE), 34(3):1275-1287, March
2022.
o
Dynamic Graph Reasoning for Conversational
Open-domain Question Answering, ACM Transactions on Information Systems
(TOIS), 40(4), No. 821, January 2022.
o
Hierarchical
Prediction and Adversarial Learning for Conditional Response Generation, IEEE Transactions on Knowledge and Data
Engineering (TKDE), 34(1):314-327, January 2022.
o Empathetic
Response Generation through Graph-based
Multi-hop Reasoning on Emotional Causality, Knowledge-based Systems (KBS), 233(5),
107547, December 2021.
o
Hierarchical
Attention Link Prediction Neural Network, Knowledge-based
Systems (KBS), 232(28), 107431, November 2021.
o
Neighborhood Attention
Networks with Adversarial Learning for Link Prediction, Accepted by IEEE Transactions on Neural
Network and Learning Systems (TNNLS), 32(8):3653-3663, August 2021.
o
Learning
Graph Representation with Generative Adversarial Nets, IEEE Transactions on Knowledge and Data
Engineering (TKDE), 33(8):3090-3103, August 2021.
o Affective Awareness in Neural Sentiment
Analysis, Knowledge-based Systems (KBS), 226(17),
No. 107137, August 2021.
o
Lexical
Data Augmentation for Sentiment Analysis, Journal of the Association for
Information Science and Technology (JASIST), 72(11):1432-1447, June, 2021.
2020
o
Tracking Dynamics of Opinion Behaviors with
Content-based Sequential Opinion Influence Model, IEEE Transactions on
Affective Computing (TAC), 11(4):627-639, October, 2020.
o
Visual-Textual Emotion Analysis with Deep
Coupled Video and Danmu Neural Networks, IEEE
Transactions on Multimedia (TMM), 22(6):1634-1646, June 2020.
o
Joint Model of Entity
Recognition and Relation Extraction with Self-attention Mechanism, ACM
Transactions on Asian Language Information Processing (TALIP), 19(4), No. 59,
May 2020.
2019
o
Interactive
Recommendation with User-specific Deep Reinforcement Learning, ACM
Transactions on Knowledge Discovery from Data (TKDD), 13(6), No. 31, October
2019.
o
Information Diffusion
Prediction with Network Regularized Role-based User Representation Learning,
ACM Transactions on Knowledge Discovery from Data (TKDD), 13(3), No. 29, June,
2019.
o
Exploring High-Order User Preference
on the Knowledge Graph for Recommender Systems, ACM Transactions on
Information Systems (TOIS), 37(3), No.
32, March, 2019.
o
An
Evolutionary Context-aware Sequential Model for Topic Evolution of Text Stream,
Information Sciences, 473:166-177, January 2019.
2018
o
A Three-Layered Mutually
Reinforced Model for Personalized Citation Recommendation, IEEE
Transactions on Neural Networks and Learning Systems (TNNLS), 29(12):6026-6037,
December, 2018.
o
A Confident Information
First Principle for Parametric Reduction and Model Selection of Boltzmann
Machines, IEEE Transactions on Neural Networks and Learning Systems
(TNNLS), 29(5):1608-1621, May, 2018.
2017
o
A
Quasi-Current Representation for Information Needs inspired by Two-State Vector
Formalism, Physica A: Statistical Mechanics and its Applications,
482(15):627-637, September 2017.
o
Social
Collaborative Filtering by Trust, IEEE Transactions on Pattern Analysis and
Machine Intelligence (TPAMI), 38(8):1633-1647, August, 2017.
o
Exploring Interpersonal
Influence through Tracking User Dynamic Interaction, IEEE Intelligent
Systems, 32(3):28-35, May, 2017.
2016
o
Featuring, Detecting, and
Visualizing Human Sentiment in Chinese Micro-blog, ACM Transactions on
Knowledge Discovery from Data (TKDD), 10(4):1-23, June, 2016.
o Information Ordering with an Event-Enriched Vector Space Model for Multi-Document News Summarization, Computational Intelligence (CI), 32(2):323-351, May, 2016.
o
Coherent
Narrative Summarization with a Cognitive Model, Computer Speech and
Language (CSL), 35(1):134-160, January 2016.
2015
o Cross-Lingual Sentiment Lexicon Learning with Bilingual Word Graph Label Propagation, Computational Linguistics (CL), 41(1):21-40, March 2015.
o Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction, IEEE Intelligent Systems, 30(2):26-33, March, 2015.
2014
o Feature-Frequency-Adaptive Online Training for Natural Language Processing with Massive Features, Computational Linguistics (CL), 40(3):563-586, September 2014.
o Enhancing Diversity and Coverage of Document Summaries through Subspace Clustering and Clustering-based Optimization, Information Science, 279(20):764-779, September, 2014.
o Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle, Entropy, 16(7):3670-3688, July, 2014.
o Quadratic Tsallis Entropy Bias and Generalized Maximum Entropy Models, Computational Intelligence (CI), 30(2):233-262, May, 2014.
o Sequential Summarization: A Full View of Twitter Trending Topics, IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 22(2):293-302, February, 2014.
2013
o Combining Co-clustering with Noise Detection for Theme-based Summarization, ACM Transactions on Speech and Language Processing (TSLP), 10(4), Number 16, December, 2013.
o Latent Structured Perceptrons for Large-Scale Learning with Hidden Information, IEEE Transactions on Knowledge and Data Engineering (TKDE), 25(9):2063-2075, September, 2013.
o Mining Pure High-Order Word Association via Information Geometry for Information Retrieval, ACM Transactions on Information Systems (TOIS), 31(3), Number 12, July, 2013.
o Ranking through Clustering: An Integrated Approach to Multi-Document Summarization, IEEE Transactions on Audio, Speech and Language Processing (TASLP), 21(7):1424-1433, July, 2013.
o Exploring Hypergraph-based Semi-supervised Ranking for Query-oriented Summarization, Information Science (IS), 237(10):71-286, July, 2013.
o Towards Content-level Coherence with Aspect-Guided Summarization, ACM Transactions on Speech and Language Processing (TSLP), 10(1), Number 2, March, 2013.
o Automatic Twitter Topic Summarization with Speech Acts, IEEE Transactions on Audio, Speech and Language Processing (TASLP), 21(3):649-658, March, 2013.
o A Progressive Sentence Selection Strategy for Document Summarization, Information Processing and Management (IPM), 49(1):213-221 January, 2013.
Conference Publication
2024
o SCREEN: A Benchmark for Situated
Conversational Recommendation, to appear in Proceedings of ACM Multimedia 2024
(MM'2024), Melbourne, Australia, 28 October - 1 November 2024.
o A Causal Approach for Counterfactual
Reasoning in Narratives, to appear in Proceedings of the 62nd Annual Meeting of
the Association for Computational Linguistics (ACL'2024), Bangkok, Thailand,
August 11-16, 2024.
o Generating Contrastive Narratives Using the
Brownian Bridge Process for Narrative Coherence Learning, to appear in Proceedings
of the 62nd Annual Meeting of the Association for Computational Linguistics
(ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Instruct Once, Chat Consistently in
Multiple Rounds: An Efficient Tuning Framework for Dialogue, to appear in
Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Generative Cross-Modal Retrieval:
Memorizing Images in Multimodal Language Models for Retrieval and Beyond, to
appear in Proceedings of the 62nd Annual Meeting of the Association for
Computational Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Distillation Enhanced Generative Retrieval,
to appear in Findings of the 62nd Annual Meeting of the Association for
Computational Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Muffin: Mitigating Unhelpfulness in
Emotional Support Conversations with Multifaceted AI Feedback, to appear in
Findings of the 62nd Annual Meeting of the Association for Computational
Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Prompt Chaining or Stepwise Prompt?
Refinement in Text Summarization, to appear in Findings of the 62nd Annual
Meeting of the Association for Computational Linguistics (ACL'2024), Bangkok,
Thailand, August 11-16, 2024.
o The Critique of Critique, to appear in
Findings of the 62nd Annual Meeting of the Association for Computational
Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Reasoning Like a Doctor: Improving Medical
Dialogue Systems via Diagnostic Reasoning Process Alignment, to appear in Findings
of the 62nd Annual Meeting of the Association for Computational Linguistics
(ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o Unlocking Efficiency in Large Language
Model Inference: A Comprehensive Survey of Speculative Decoding, to appear in
Findings of the 62nd Annual Meeting of the Association for Computational
Linguistics (ACL'2024), Bangkok, Thailand, August 11-16, 2024.
o
Contrastive
Preference Learning for Neural Machine Translation, to appear in Findings of
the 2024 Annual Conference of the North American Chapter of the Association for
Computational Linguistics (NAACL'2024) Mexico City, Mexico, June 16-21, 2024.
o
Learning
to Rank in Generative Retrieval, in Proceedings of the 38th AAAI Conference on
Artificial Intelligence (AAAI¡¯2024), Vancouver, Canada, February 20-27, 2024.
o
Cooper:
Coordinating Specialized Agents towards A Complex Dialogue Goal, in Proceedings
of the 38th AAAI Conference on Artificial Intelligence (AAAI¡¯2024), Vancouver,
Canada, February 20-27, 2024.
2023
o
Target-oriented
Proactive Dialogue with Personalization: Problem Formulation and Dataset
Curation, to appear in Proceedings of the 2023 Conference on Empirical Methods
in Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.
o
VIBE:
Topic-Driven Temporal Adaptation for Twitter Classification, to appear in
Proceedings of the 2023 Conference on Empirical Methods in Natural Language
Processing (EMNLP'2023), Singapore, December 10-16, 2023.
o
RECAP:
Towards Precise Radiology Report Generation via Dynamic Disease Progression
Reasoning, to appear in Findings of the 2023 Conference on Empirical Methods in
Natural Language Processing (EMNLP'2023), Singapore, December 10-16, 2023.
o
Selection
Curriculum for Abstractive Text Summarization, to appear in Findings of the
2023 Conference on Empirical Methods in Natural Language Processing
(EMNLP'2023), Singapore, December 10-16, 2023.
o
KBioXLM: A Knowledge-Anchored Biomedical
Multilingual Pretrained Model, to appear in Findings of the 2023 Conference on
Empirical Methods in Natural Language Processing (EMNLP'2023), Singapore,
December 10-16, 2023.
o
Aligning
Language Models with Human Preferences via a Bayesian Approach, to appear in
Proceedings of the 37th Conference on Neural Information Processing Systems
(NeurIPS'2023), December 10-16, 2023, Louisiana, USA.
o
Multiview
Identifiers Enhanced Generative Retrieval, in Proceedings of the 61st Annual
Meeting of the Association for Computational Linguistics (ACL'2023), Toronto,
Canada, July 9-14, 2023.
o
ORGAN:
Observation-Guided Radiology Report Generation via Tree Reasoning, in
Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.
o
Enhancing
Event Causality Identification with Counterfactual Reasoning, in Proceedings of
the 61st Annual Meeting of the Association for Computational Linguistics
(ACL'2023), Toronto, Canada, July 9-14, 2023.
o
Dialogue
Planning via Brownian Bridge Stochastic Process for Goal-directed Dialogue
Generation, in Findings of the 61st Annual Meeting of the Association for
Computational Linguistics (ACL'2023), Toronto, Canada, July 9-14, 2023.
o
Separating
Context and Pattern: Learning Disentangled Sentence Representations for
Low-Data Extractive Summarization, in Findings of the 61st Annual Meeting of
the Association for Computational Linguistics (ACL'2023), Toronto, Canada, July
9-14, 2023.
o
Medical
Dialogue Generation via Dual Flow Modeling, in Findings of the 61st Annual
Meeting of the Association for Computational Linguistics (ACL'2023), Toronto,
Canada, July 9-14, 2023.
o
Improving
Sentence Similarity Estimation for Unsupervised Extractive Summarization, in
Proceedings of the 48th IEEE International Conference on Acoustics, Speech,
& Signal Processing (ICASSP'2023), Greek island of Rhodes, Greece June
4-10, 2023.
o
Preserve
Context Information through Interpretability for Extract-Generate Long-Input
Summarization Framework, in Proceedings of the 37th AAAI Conference on
Artificial Intelligence (AAAI'2023), Washington, DC, USA, February 7-14, 2023.
o
COLA:
Improving Conversational Recommender Systems by Collaborative Augmentation, in
Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI'2023),
Washington, DC, USA, February 7-14, 2023.
2022
o
Improving Multi-turn
Emotional Support Dialogue Generation with Lookahead Strategy Planning, in Proceedings of the 2022 Conference on
Empirical Methods in Natural Language Processing (EMNLP'2022), December 7-11,
2022, pp3014-3026.
o
Few-shot Query-Focused
Summarization with Prefix-Merging,
in Proceedings of the 2022 Conference on Empirical Methods in Natural Language
Processing (EMNLP'2022), December 7-11, 2022, pp3704-3714.
o
CARE: Causality
Reasoning for Empathetic Responses by Conditional Graph Generation, in Findings of the 2022 Conference on
Empirical Methods in Natural Language Processing (EMNLP'2022), December 7-11,
2022, pp729-741.
o
Addressing
Token Uniformity in Transformers via Singular Value Transformation, in
Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence,
Eindhoven, Netherlands (UAI'2022), August 1-5,
2022, PMLR 180:2181-2191.
o
Enhancing Text
Generation via Multi-Level Knowledge Aware Reasoning, in Proceedings of the 31st International
Joint Conference on Artificial Intelligence (IJCAI'2022), Vienna, Austria, July
23-29, 2022, pp4310-4316.
o
'My nose is running.'
'Are you also coughing?': Building A Medical Diagnosis Agent with Interpretable
Inquiry Logics,
in Proceedings of the 31st International Joint Conference on Artificial
Intelligence (IJCAI'2022), Vienna, Austria, July 23-29, 2022, pp4266-4272.
o
MMCoQA: Conversational Question Answering over Text,
Tables, and Images, in Proceedings of the 60th Annual Meeting
of the Association for Computational Linguistics (ACL'2022), Dublin, May 22-27,
2022, pp4220-4231.
2021
o
Event Graph based
Sentence Fusion,
in Proceedings of the 2021 Conference on Empirical Methods in Natural Language
Processing (EMNLP'2021), Punta Cana, Dominican Republic, November 7-11, 2021,
pp4075-4084.
o
Effect
Generation based on Causal Reasoning, in Findings of the 2021 Conference on
Empirical Methods in Natural Language Processing (EMNLP'2021), Punta Cana,
Dominican Republic, November 7-11, 2021, pp527-533.
o
Template-guided
Clarifying Question Generation for Web Search Clarification, in Proceedings
of the 30th ACM International Conference on Information and Knowledge
Management (CIKM'2021), November 1-5, 2021, pp3468-347.
o
Target-guided Knowledge-aware
Recommendation Dialogue System: An Empirical Investigation, in Proceedings
of RECSYS 2021 Workshop on Knowledge-aware and Conversational Recommender
System, Amsterdam, September 27 to October 1, 2021.
o
Graph-Structured
Context Understanding for Knowledge-grounded Response Generation, in
Proceedings of the 44th International ACM SIGIR Conference on Research and
Development in Information Retrieval (SIGIR'2021), July 11-15, 2021,
pp1930-1934.
o POLYU at TREC 2020 Conversational Assistant
Track: Query Reformulation with Heuristic Topic Phrases Discovery, in Proceedings of TREC'2020.
o
Fact-level
Extractive Summarization with Hierarchical Graph Mask on BERT, in Proceedings of the 28th International
Conference on Computational Linguistics (COLING'2020), December 8-11, 2020, Barcelona, Spain.
o
Reinforcement
Learning based Recommendation with Graph Convolutional Q-network, in
Proceedings of the 43rd International ACM SIGIR Conference on Research and
Development in Information Retrieval (SIGIR'2020),
July 25-30, 2020, Xi'an, China.
2019
o
Neighborhood
Interaction Attention Network for Link Prediction, in Proceedings of the 28th ACM
International Conference on Information and Knowledge Management (CIKM'2019),
Beijing, China, November 3-7, 2019, pp2153-2156.
o
Knowledge Graph
Convolutional Networks for Recommender Systems with Label Smoothness
Regularization, in Proceedings of the 25th ACM SIGKDD Conference on
Knowledge Discovery and Data Mining (KDD'2019),
Alaska, USA, August 4-8, 2019, pp968-977.
o
Jointly Learning Semantic
Parser and Generator via Dual Information Maximization, in Proceedings of
the 57th Annual Meeting of the Association for Computational Linguistics
(ACL'2019), Florence, Italy, July 28-August 2, 2019, pp2090-2101.
o
Hierarchical
Diffusion Attention Network, in Proceedings of the 28th International Joint
Conference on Artificial Intelligence (IJCAI'2019),
Macao, China, August 10-16, 2019, pp3828-3834.
o
Social
Attentive Deep Q-network for Recommendation, in Proceedings of the
42nd International ACM SIGIR Conference on Research and Development in
Information Retrieval (SIGIR'2019),
Paris, France, July 21-25, 2019, pp1189-1192.
o
Multi-Task Feature Learning
for Knowledge Graph Enhanced Recommendation, in Proceedings of the Web
Conference 2019 (WWW'2019), San Francisco, CA, USA, May 13-17, 2019,
pp2000-2010.
o
Knowledge Graph Convolutional
Networks for Recommender Systems, in Proceedings of the Web Conference 2019
(WWW'2019), San Francisco, CA, USA, May 13-17, 2019, pp3307-3313.
o
Meta-path
Augmented Response Generation, in Proceedings of the 33rd AAAI Conference
on Artificial Intelligence (AAAI'2019), Hawaii, USA, January 29-31, 2019,
pp9971-9972.
2018
o
Nexus Network: Connecting the
Preceding and the Following in Dialogue Generation, in Proceedings of 2018
Conference on Empirical Methods in Natural Language Processing (EMNLP'2018),
Brussels, Belgium, October 31 - November 4 2018, pp4316-4327.
o
Variational Autoregressive Decoder
for Neural Response Generation, in Proceedings of 2018 Conference on
Empirical Methods in Natural Language Processing (EMNLP'2018), Brussels,
Belgium, October 31 - November 4 2018, pp3154-3163.
o
A Sequential Neural
Information Diffusion Model with Structure Attention, in Proceedings of the
27th ACM International Conference on Information and Knowledge Management
(CIKM'2018), Turin, Italy, October 22-26, 2018, pp1795-1798.
o
Variational Recurrent Model for
Session-based Recommendation, in Proceedings of the 27th ACM International
Conference on Information and Knowledge Management (CIKM'2018), Turin, Italy,
October 22-26, 2018, pp1839-1842.
o
Ripple
Network: Propagating User Preferences on the Knowledge Graph for Recommender
Systems, in Proceedings of
the 27th ACM International Conference
on Information and Knowledge Management (CIKM'2018), Turin, Italy, October 22-26, 2018, pp417-426.
o
Retrieve, Rerank
and Rewrite: Soft Template Neural Summarization, in Proceedings of the 56th
Annual Meeting of the Association for Computational Linguistics (ACL'2018),
Melbourne, Australia, July 15-20, 2018.
o
Unpaired Sentiment-to-Sentiment
Translation Using Cycled Reinforcement Learning, in Proceedings of the 56th
Annual Meeting of the Association for Computational Linguistics (ACL'2018),
Melbourne, Australia, July 15-20, 2018.
o
Query and Output: Generating Words
by Querying Distributed Word Representations for Paraphrase Generation, in
Proceedings of the 16th Annual Conference of the North American Chapter of the
Association for Computational Linguistics: Human Language Technologies
(NAACL-HLT'2018), Louisiana, USA, June 1-6, 2018.
o
Attention Network for
Information Diffusion Prediction, in Proceedings of the 27th International
Conference on World Wide Web, The Web Conference (WWW'2018), Lyon, France,
April 23-27, 2018, pp65-66.
o
Modeling
Scientific Influence for Research Trending Topic Prediction, in Proceedings
of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018), New
Orleans, USA, February 2-7, 2018.
o
Faithful to the Original: Fact
Aware Neural Abstractive Summarization, in Proceedings of the 32nd AAAI
Conference on Artificial Intelligence (AAAI'2018), New Orleans, USA, February
2-7, 2018.
o
Deep Representation
Decoupling Neural Networks for Monaural Music Mixture Separation, in
Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI'2018),
New Orleans, USA, February 2-7, 2018.
o
Dialogue
Generation with GAN, in Proceedings of the 32nd AAAI Conference on
Artificial Intelligence (AAAI'2018), New Orleans, USA, February 2-7, 2018.
2017
o
DailyDialog:
A Manually Labeled Multi-turn Dialogue Dataset, in
Proceedings of the 8th International Joint Conference on Natural Language
Processing (IJCNLP'2017), Taiwan, November-December 1, 2017, pp986-995.
o
Modeling Language
Discrepancy for Cross-Lingual Sentiment Analysis, in Proceedings of the
26th International Conference on Information and Knowledge Management
(CIKM'2017), Singapore, November 6-10, 2017, pp117-126.
o
Alternating
Pointwise-Pairwise Learning for Personalized Item Ranking, in Proceedings
of the 26th International Conference on Information and Knowledge Management
(CIKM'2017), Singapore, November 6-10, 2017, pp2155-2158.
o
Modeling Opinion Influence
with User Dual Identity, in Proceedings of the 26th International
Conference on Information and Knowledge Management (CIKM'2017), Singapore,
November 6-10, 2017, pp2019-2022.
o
Predictive
Network Representation Learning for Link Prediction, in Proceedings of the
40th International ACM SIGIR Conference on Research and Development in
Information Retrieval (SIGIR'2017), Tokyo, Japan. August 7-11, 2017, pp969-972.
o
Neural
Network based Reinforcement Learning for Real-time Pushing on Text Stream,
in Proceedings of the 40th International ACM SIGIR Conference on Research and
Development in Information Retrieval (SIGIR'2017), Tokyo, Japan. August 7-11,
2017, pp913-916.
o
A
Conditional Variational Framework for Dialog Generation, in Proceedings of the 55th
annual meeting of the Association for Computational Linguistics (ACL'2017), Vancouver,
Canada, July 30 - August 4, 2017, pp504-509.
o
Improving
Semantic Relevance for Chinese Social Media Text Summarization, in
Proceedings of the 55th annual meeting of the Association for Computational
Linguistics (ACL'2017), Vancouver, Canada, July 30 - August 4, 2017, pp635-640.
o
Determining
Gains Acquired from Word Embedding Quantitatively using Discrete Distribution
Clustering, in Proceedings of the 55th annual meeting of the Association for
Computational Linguistics (ACL'2017), Vancouver, Canada,
July 30 - August 4, 2017, pp1847-1856.
o
Mode
Regularized Generative Adversarial Networks, in Proceedings of the 5th International Conference on Learning Representations (ICLR'2017), Toulon, France, April 24 - 26, 2017.
o
Cross-lingual
Sentiment Relation Capturing for Cross-lingual Sentiment Analysis, in Proceedings of the 39th European Conference on Information
Retrieval (ECIR'2017), Scotland
UK, April 8-13, 2017, pp54-67.
o
A
Part-of-Speech Enhanced Neural Conversation Model, in Proceedings of the 39th European Conference on Information Retrieval (ECIR'2017), Scotland UK, April 8-13, 2017,
pp173-185.
o
Improving
Multi-Document Summarization via Text Classification, in Proceedings of the
31st AAAI Conference on Artificial Intelligence (AAAI'2017), San Francisco,
California, February 4-9, 2017, pp3053-3059.
o
Joint
Copying and Restricted Generation for Paraphrase, in Proceedings of the
31st AAAI Conference on Artificial Intelligence (AAAI'2017), San Francisco,
California, February 4-9, 2017, pp3152-3158.
2016
o
AttSum:
Joint Learning of Focusing and Summarization with Neural Attention, in
Proceedings of the 26th International Conference on Computational Linguistics
(COLING'2016), Osaka, Japan, December 11-16, 2016, pp547-556.
o
Content-based
Influence Modeling for Opinion Behavior Prediction, in Proceedings of the
26th International Conference on Computational Linguistics (COLING'2016),
Osaka, Japan, December 11-16, 2016, pp2207-2216.
o
Emotion
Corpus Construction Based on Selection from Hashtags, in Proceedings of the
10th Language Resources and Evaluation Conference (LREC'16), Portorož, Slovenia, May 23-28, 2016, pp1845-1849.
o
PolyU at CL-SciSumm, in
Proceedings of the Joint Workshop on Bibliometric-enhanced Information
Retrieval and Natural Language Processing for Digital Libraries (BIRNDL'16),
Newark, USA, June 23, 2016, pp132-138.
o
TGSUM:
Build Tweet Guided Multi-Document Summarization Dataset, in Proceedings of
the 30th AAAI Conference on Artificial Intelligence (AAAI'2016), Arizona USA,
February 12-17, 2016, pp 2906-2912.
o
Iterative
Project Quasi-Newton Algorithm for Training RBM, in Proceedings of the 30th
AAAI Conference on Artificial Intelligence (AAAI'2016), Arizona USA, February
12-17, 2016, pp4236-4237.
2015
o
User Preference
Modeling by Trust Propagation for Rating Prediction, in Proceedings of the
8th IEEE International Conference on Social Computing and Networking
(SocialCom'15), Chengdu, China, December 19-21, 2015, pp500-506.
o
Component-Enhanced Chinese
Character Embeddings, in Proceedings of Conference on Empirical Methods in
Natural Language Processing (EMNLP'2015), Lisboa, Portugal, September 17-21,
2015, pp829-834.
o
Reinforcing the Topic of
Embeddings with Theta Pure Dependence for Text Classification, in
Proceedings of Conference on Empirical Methods in Natural Language Processing
(EMNLP'2015), Lisboa, Portugal, September 17-21, 2015, pp2551-2556.
o
Modeling Quantum
Entanglements in Quantum Language Models, in Proceedings of the 24th
International Joint Conference on Artificial Intelligence (IJCAI'15), Buenos
Aires, Argentina, July 25 - August 1, 2015, pp1362-1368.
o
A
Constrained Multi-view Clustering Approach to
Influence Role Detection, in Proceedings of the IJCAI 2015 Workshop on
Social Influence Analysis, Buenos Aires, Argentina, July 27, 2015, pp29-34.
o
Learning to Adapt
Credible Knowledge in Cross-lingual Sentiment Analysis, in Proceedings of
the 53rd Annual Meeting of the Association for Computational Linguistics
(ACL'15), Beijing, China, July 26-31, 2015, pp419-429.
o
A Hierarchical
Knowledge Representation for Expert Finding on Social Media,
in Proceedings of the 53rd Annual Meeting of the Association for Computational
Linguistics (ACL'2015), Beijing, China, July 26-31, 2015, pp616-622.
o
Learning Summary
Prior in Extractive Summarization, in Proceedings of the 53rd Annual
Meeting of the Association for Computational Linguistics (ACL'2015), Beijing,
China, July 26-31, 2015, pp829-833.
o A Novel Neural Topic Model and its Supervised Extension, in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), Austin Texas, USA, January 25-30, 2015, pp2210-2216.
2014
o Inferring Topic-Dependent Influence Roles of Twitter Users, in Proceedings of the 37th Annual International ACM SIGIR Conference (SIGIR'14), Cold Coast, Australia, July 6-11, 2014, pp1203-1206.
o Text-level Discourse Dependency Parsing, in Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL'14), Baltimore, USA, June 22-27, 2014, pp60-68.
2013
o A Unified Graph Model for Personalized Query-Oriented Reference Paper Recommendation, in Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), San Francisco, USA, October 27-November 1, 2013, pp1509-1512.
o Generalized Abbreviation Prediction with Negative Full Forms and Its Application on Improving Chinese Web Search, in Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP'2013), Nagoya, Japan, October 14-18, 2013, pp641-647.
o Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics, in Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL'13), Sofia, Bulgaria, August 4-9, 2013, pp567-571.
o A Novel Topic Model for Automatic Term Extraction, in Proceedings of the 36th Annual International ACM SIGIR Conference (SIGIR'13), Dublin, Ireland, July 28-August 1, 2013, pp885-888.
o Co-training Based Bilingual Sentiment Lexicon Learning, in Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI'13), Washington, USA, July 14-18, 2013, pp26-28.
