Peng Zhang

Orcid: 0000-0003-0228-9330

Affiliations:

Tianjin University, Key Laboratory of Cognitive Computing and Application, Tianjin, China
Robert Gordon University, Aberdeen, UK

According to our database¹, Peng Zhang authored at least 92 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

A Dual-branch Learning Model with Gradient-balanced Loss for Long-tailed Multi-label Text Classification.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2024

M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2024

2023

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.

[BibT_eX]

[DOI]

AI Open, January, 2023

Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community.

[BibT_eX]

[DOI]

CoRR, 2023

Recurrent Transformers for Long Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2023

TIDE: Affective Time-aware Representations for Fine-grained Depression Identification on Social Media.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Xing Ma

Peng Zhang

Feifei Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Complex-valued Neural Network-based Quantum Language Models.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

A bias-variance evaluation framework for information retrieval systems.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

A Measurement-Based Quantum-Like Language Model for Text Matching.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 29th International Conference, 2022

A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Minghui Xie

Chuzhan Hao

Peng Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph.

[BibT_eX]

[DOI]

Chuzhan Hao

Minghui Xie

Peng Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Information retrieval: a view from the Chinese IR community.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Continuous Self-Attention Models with Neural ODE Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Quantum-Like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Encoding word order in complex embeddings.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

A quantum-inspired sentiment representation model for twitter sentiment analysis.

[BibT_eX]

[DOI]

Appl. Intell., 2019

A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Tensorized Transformer for Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MarlRank: Multi-agent Reinforced Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Generalized Language Model in Tensor Space.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A quantum-inspired multimodal sentiment analysis framework.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2018

A Dependency Parser for Spontaneous Chinese Spoken Language.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Modeling multiple interactions with a Markov random field in query expansion for session search.

[BibT_eX]

[DOI]

Comput. Intell., 2018

A Study of Per-Topic Variance on System Comparison.

[BibT_eX]

[DOI]

Meng Yang

Peng Zhang

Dawei Song

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Text Classification with Enriched Word Features.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2018

A Quantum Many-body Wave Function Inspired Language Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

End-to-End Quantum-like Language Models with Application to Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Understanding an enriched multidimensional user relevance model by analyzing query logs.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2017

Learning to diversify web search results with a Document Repulsion Model.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2017

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Enhanced Embedding Based Attentive Pooling Network for Answer Selection.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2017

How Users Select Query Suggestions Under Different Satisfaction States?

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval - 23rd China conference, 2017

2016

Generalized Analysis of a Distribution Separation Method.

[BibT_eX]

[DOI]

Entropy, 2016

A Quantum Query Expansion Approach for Session Search.

[BibT_eX]

[DOI]

Entropy, 2016

Exploration of Quantum Interference in Document Relevance Judgement Discrepancy.

[BibT_eX]

[DOI]

Entropy, 2016

Investigation of the Subjective Asymmetry of Social Interrelationship with Interactive Language.

[BibT_eX]

[DOI]

Bo Wang

Yanshu Yu

Peng Zhang

Proceedings of the 25th International Conference on World Wide Web, 2016

SECC: A Novel Search Engine Interface with Live Chat Channel.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Value at Risk for Risk Evaluation in Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Encoding physiological signals as images for affective state recognition using convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Learning to Improve Affinity Ranking for Diversity Search.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2016

Iterative Project Quasi-Newton Algorithm for Training RBM.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Further Theoretical Study of Distribution Separation Method for Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2015

Incorporating Intra-Query Term Dependencies in an Aspect Query Language Model.

[BibT_eX]

[DOI]

Comput. Intell., 2015

Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

How Different Features Contribute to the Session Search?

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Modeling Quantum Entanglements in Quantum Language Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Document Boltzmann Machines for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2015

A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2015

A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2015

A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2015

2014

Bias-variance analysis in estimating true query model for information retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2014

A New Approach to Contextual Suggestions Based on Word2Vec.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Third Text REtrieval Conference, 2014

Generalized Bias-Variance Evaluation of TREC Participated Systems.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Personalizing Web Search Results Based on Subspace Projection.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2014

2013

Approximating true relevance model in relevance feedback.

[BibT_eX]

[DOI]

Peng Zhang

PhD thesis, 2013

Bias-variance decomposition of ir evaluation.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2013

Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2013

2011

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction.

[BibT_eX]

[DOI]

ACM Trans. Asian Lang. Inf. Process., 2011

Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features.

[BibT_eX]

[DOI]

Proceedings of the Quantum Interaction - 5th International Symposium, 2011

Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval Theory, 2011

Importance Weighted AdaRank.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing - 7th International Conference, 2011

A Novel Re-ranking Approach Inspired by Quantum Measurement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2011

On Modeling Rank-Independent Risk in Estimating Probability of Relevance.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2011

2010

Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

On Tsallis Entropy Bias and Generalized Maximum Entropy Models

[BibT_eX]

[DOI]

CoRR, 2010

A Study of Document Weight Smoothness in Pseudo Relevance Feedback.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2010

Event-Based Hyperspace Analogue to Language for Query Expansion.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

Automata Modeling for Cognitive Interference in Users' Relevance Judgment.

[BibT_eX]

[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

Explanation of Relevance Judgement Discrepancy with Quantum Interference.

[BibT_eX]

[DOI]

Proceedings of the Quantum Informatics for Cognitive, 2010

How Quantum Theory Is Developing the Field of Information Retrieval.

[BibT_eX]

[DOI]

Alvaro Francisco Huertas-Rosero

Yuexian Hou

Massimo Melucci

Stefan M. Rüger

Proceedings of the Quantum Informatics for Cognitive, 2010

2009

Nonlinear Dimensionality Reduction by Locally Linear Inlaying.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Approximating true relevance distribution from a mixture model based on irrelevance data.

[BibT_eX]

[DOI]

Peng Zhang

Yuexian Hou

Dawei Song

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2008

Exploiting the Role of Position Feature in Chinese Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Novel Feature-based Approach to Chinese Entity Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the ACL 2008, 2008

Peng Zhang

Timeline

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