Shi Feng

Orcid: 0000-0002-2846-7652

Affiliations:
  • Northeastern University, School of Computer Science and Engineering, Shenyang, China (PhD 2011)


According to our database1, Shi Feng authored at least 150 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Improving Code Summarization With Tree Transformer Enhanced by Position-Related Syntax Complement.
IEEE Trans. Artif. Intell., September, 2024

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts.
CoRR, 2024

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering.
CoRR, 2024

ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language.
CoRR, 2024

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective.
CoRR, 2024

Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate.
CoRR, 2024

MM-InstructEval: Zero-Shot Evaluation of (Multimodal) Large Language Models on Multimodal Reasoning Tasks.
CoRR, 2024

Is Mamba Effective for Time Series Forecasting?
CoRR, 2024

LangGPT: Rethinking Structured Reusable Prompt Design Framework for LLMs from the Programming Language.
CoRR, 2024

HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
CoRR, 2024

A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

PAPER: A Persona-Aware Chain-of-Thought Learning Framework for Personalized Dialogue Response Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

FEEL: A Framework for Evaluating Emotional Support Capability with Large Language Models.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

PECER: Empathetic Response Generation Via Dynamic Personality Extraction and Contextual Emotional Reasoning.
Proceedings of the IEEE International Conference on Acoustics, 2024

HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

BERT-BC: A Unified Alignment and Interaction Model over Hierarchical BERT for Response Selection.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

LLM-Based Empathetic Response Through Psychologist-Agent Debate.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

UFI4ER: An Utterance-Level Feature Dynamic Interaction Model for Cognition-Enhanced Empathetic Response Generation.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

STICKERCONV: Generating Multimodal Empathetic Responses from Scratch.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Graph neural network for recommendation in complex and quaternion spaces.
World Wide Web (WWW), November, 2023

OERL: Enhanced Representation Learning via Open Knowledge Graphs.
IEEE Trans. Knowl. Data Eng., September, 2023

Variational autoencoder densified graph attention for fusing synonymous entities: Model and protocol.
Knowl. Based Syst., 2023

MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks.
CoRR, 2023

T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning Systems.
CoRR, 2023

RoCar: A Relationship Network-based Evaluation Method to Large Language Models.
CoRR, 2023

Evaluate What You Can't Evaluate: Unassessable Generated Responses Quality.
CoRR, 2023

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt.
CoRR, 2023

Distribution-based Learnable Filters with Side Information for Sequential Recommendation.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Generating Better Responses from User Feedback via Reinforcement Learning and Commonsense Inference.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multiple Contrastive Learning for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2023

TS-DDD: A Two-Stage Training Strategy for Dialogue-based Disease Diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Summarizing Doctor's Diagnoses and Suggestions from Medical Dialogues.
Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Global Graph Attention Embedding Network for Relation Prediction in Knowledge Graphs.
IEEE Trans. Neural Networks Learn. Syst., 2022

Informative and diverse emotional conversation generation with variational recurrent pointer-generator.
Frontiers Comput. Sci., 2022

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts.
CoRR, 2022

Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Knowledge-Enhanced Interactive Matching Network for Multi-turn Response Selection in Medical Dialogue Systems.
Proceedings of the Database Systems for Advanced Applications, 2022

Collaborative Filtering for Recommendation in Geometric Algebra.
Proceedings of the Database Systems for Advanced Applications, 2022

KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

EK-BERT: An Enhanced K-BERT Model for Chinese Sentiment Analysis.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy, 2022

KEP-Rec: A Knowledge Enhanced User-Item Relation Prediction Model for Personalized Recommendation.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

2021
SINN: A speaker influence aware neural network model for emotion detection in conversations.
World Wide Web, 2021

Image-Text Multimodal Emotion Classification via Multi-View Attentional Network.
IEEE Trans. Multim., 2021

InterSentiment: combining deep neural models on interaction and sentiment for review rating prediction.
Int. J. Mach. Learn. Cybern., 2021

Dual-view hypergraph neural networks for attributed graph learning.
Knowl. Based Syst., 2021

Learning to improve persona consistency in conversation generation with information augmentation.
Knowl. Based Syst., 2021

An Approach of Community Search with Minimum Spanning Tree Based on Node Embedding.
Complex., 2021

Which Node Pair and What Status? Asking Expert for Better Network Embedding.
Proceedings of the Database Systems for Advanced Applications, 2021

Multimodal Aesthetic Analysis Assisted by Styles through a Multimodal co-Transformer Model.
Proceedings of the 24th IEEE International Conference on Computational Science and Engineering, 2021

Multimodal Emotion Recognition with Factorized Bilinear Pooling and Adversarial Learning.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

NS-Hunter: BERT-Cloze Based Semantic Denoising for Distantly Supervised Relation Classification.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Multi-level Emotion Cause Analysis by Multi-head Attention Based Multi-task Learning.
Proceedings of the Chinese Computational Linguistics - 20th China National Conference, 2021

Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Span-level Emotion Cause Analysis with Neural Sequence Tagging.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

I Know You Better: User Profile Aware Personalized Dialogue Generation.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Boundary Detection with BERT for Span-level Emotion Cause Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

CoEmoCause: A Chinese Fine-Grained Emotional Cause Extraction Dataset.
Proceedings of the Web Information Systems and Applications, 2021

2020
A Cue Adaptive Decoder for Controllable Neural Response Generation.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

PersonaGAN: Personalized Response Generation via Generative Adversarial Networks.
Proceedings of the Database Systems for Advanced Applications, 2020

Academic Field and Future Influence Prediction for Scholar Profile Construction.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence, 2020

Role-Aware Enhanced Matching Network for Multi-turn Response Selection in Customer Service Chatbots.
Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

2019
Attention based hierarchical LSTM network for context-aware microblog sentiment classification.
World Wide Web, 2019

Cross the data desert: generating textual-visual summary on the evolutionary microblog stream.
Multim. Tools Appl., 2019

Context-aware emotion cause analysis with multi-attention-based neural network.
Knowl. Based Syst., 2019

Learning distributed representations for community search using node embedding.
Frontiers Comput. Sci., 2019

Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System.
Proceedings of the Conceptual Modeling - 38th International Conference, 2019

Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding.
Proceedings of the Database Systems for Advanced Applications, 2019

Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks.
Cogn. Comput., 2018

A Novel Attention Based CNN Model for Emotion Intensity Prediction.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Picture or it didn't happen: catch the truth for events.
Multim. Tools Appl., 2017

A novel cross-modal hashing algorithm based on multimodal deep learning.
Sci. China Inf. Sci., 2017

A Novel Fuzzy Logic Model for Multi-label Fine-Grained Emotion Retrieval.
Proceedings of the Social Media Processing - 6th National Conference, 2017

A Unified Framework of Lightweight Local Community Detection for Different Node Similarity Measurement.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Decision Tree Method for the NTCIR-13 ECA Task.
Proceedings of the 13th NTCIR Conference, 2017

An Empirical Study on Learning Based Methods for User Consumption Intention Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A novel approach for paper recommendation based on rough-fuzzy set theory.
Proceedings of the 13th International Conference on Natural Computation, 2017

An interest propagation based movie recommendation method for social tagging system.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

2016
一种面向度中心性及重叠网络社区的发现算法 (Algorithm for Discovering Network Community with Centrality and Overlap).
计算机科学, 2016

PerSentiment: A Personalized Sentiment Classification System for Microblog Users.
Proceedings of the 25th International Conference on World Wide Web, 2016

Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

A Novel Approach of Discovering Local Community Using Node Vector Model.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

An Approach for Clothing Recommendation Based on Multiple Image Attributes.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis.
Proceedings of the Database Systems for Advanced Applications, 2016

A Novel Approach for Discovering Local Community Structure in Networks.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2016

Determining the Topic Hashtags for Chinese Microblogs Based on 5W Model.
Proceedings of the Big Data Computing and Communications - Second International Conference, 2016

Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
A word-emoticon mutual reinforcement ranking model for building sentiment lexicon from massive collection of microblogs.
World Wide Web, 2015

Semantic movie summarization based on string of IE-RoleNets.
Comput. Vis. Media, 2015

A Novel Cross Modal Hashing Algorithm Based on Multi-modal Deep Learning.
Proceedings of the Social Media Processing - 4th National Conference, 2015

Fuzzy-Rough Set Based Multi-labeled Emotion Intensity Analysis for Sentence, Paragraph and Document.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Personalized Sentiment Classification Based on Latent Individuality of Microblog Users.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System.
Proceedings of the Eighth SIGHAN Workshop on Chinese Language Processing, 2015

NEUDM: A System for Topic-Based Message Polarity Classification.
Proceedings of the Eighth SIGHAN Workshop on Chinese Language Processing, 2015

2014
Logo Detection and Recognition Based on Classification.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

A Novel Calibrated Label Ranking Based Method for Multiple Emotions Detection in Chinese Microblogs.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

A Unified Microblog User Similarity Model for Online Friend Recommendation.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

2013
A Novel Approach Based on Multi-View Content Analysis and Semi-Supervised Enrichment for Movie Recommendation.
J. Comput. Sci. Technol., 2013

Detecting Opinion Drift from Chinese Web Comments Based on Sentiment Distribution Computing.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Is Twitter A Better Corpus for Measuring Sentiment Similarity?
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Online Friends Recommendation Based on Geographic Trajectories and Social Relations.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

Modeling Information Propagation in Chinese Microblogs Based on User Activity Influence.
Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012
Detecting Hot Topics in Chinese Microblog Streams Based on Frequent Patterns Mining.
Proceedings of the Web Information Systems and Mining - International Conference, 2012

Detecting Positive Opinion Leader Group from Forum.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

An Approach of Text-Based and Image-Based Multi-modal Search for Online Shopping.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

An Approach for Crawling Dynamic WebPages Based on Script Language Analysis.
Proceedings of the Ninth Web Information Systems and Applications Conference, 2012

2011
Extracting common emotions from blogs based on fine-grained sentiment clustering.
Knowl. Inf. Syst., 2011

An Efficient Approach for Sentence-based Opinion Retrieval.
Int. J. Comput. Process. Orient. Lang., 2011

A novel approach for clustering sentiments in Chinese blogs based on graph similarity.
Comput. Math. Appl., 2011

An Approach of Semi-automatic Public Sentiment Analysis for Opinion and District.
Proceedings of the Web-Age Information Management, 2011

Detecting Opinion Leader Dynamically in Chinese News Comments.
Proceedings of the Web-Age Information Management, 2011

2010
An efficient approach for sentence-based opinion retrieval.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A novel approach for clustering Chinese blogs by embedded sentiment based on graph similarity.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Summarizing and Extracting Online Public Opinion from Blog Search Results.
Proceedings of the Database Systems for Advanced Applications, 2010

A Chinese Sentence Compression Method for Opinion Mining.
Proceedings of the Information Retrieval Technology, 2010

A Unified Graph Model for Sentence-Based Opinion Retrieval.
Proceedings of the ACL 2010, 2010

2009
Sentiment Clustering: A Novel Method to Explore in the Blogosphere.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

An Improved Spectral Clustering Algorithm for Community Discovery.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

Chinese Blog Clustering by Hidden Sentiment Factors.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008
A Novel and Effective Method for Web System Tuning Based on Feature Selection.
Proceedings of the Progress in WWW Research and Development, 2008

2006
A Web-Based Transformation System for Massive Scientific Data.
Proceedings of the Web Information Systems - WISE 2006 Workshops, 2006


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