Minghui Qiu

Orcid: 0000-0002-5184-9886

According to our database1, Minghui Qiu authored at least 107 papers between 2012 and 2024.

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

Timeline

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Bibliography

2024
Accelerating BERT inference with GPU-efficient exit prediction.
Frontiers Comput. Sci., June, 2024

Exploiting Group-Level Behavior Pattern for Session-Based Recommendation.
IEEE Trans. Knowl. Data Eng., January, 2024

Exploring global information for session-based recommendation.
Pattern Recognit., January, 2024

CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR.
CoRR, 2024

Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023
Resizing codebook of vector quantization without retraining.
Multim. Syst., June, 2023

NF-Heart: A Near-field Non-contact Continuous User Authentication System via Ballistocardiogram.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

Toward Device-free and User-independent Fall Detection Using Floor Vibration.
ACM Trans. Sens. Networks, February, 2023

FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings.
CoRR, 2023

Valley: Video Assistant with Large Language model Enhanced abilitY.
CoRR, 2023

Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Prompt-Distiller: Few-Shot Knowledge Distillation for Prompt-Based Language Learners with Dual Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Meta-learning Siamese Network for Few-Shot Text Classification.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
ARoBERT: An ASR Robust Pre-Trained Language Model for Spoken Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Unified Prompt Tuning for Few-shot Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Building Natural Language Processing Applications with EasyNLP.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Cross-domain Knowledge Distillation for Retrieval-based Question Answering Systems.
Proceedings of the WWW '21: The Web Conference 2021, 2021

When Few-Shot Learning Meets Large-Scale Knowledge-Enhanced Pre-training: Alibaba at FewCLUE.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Efficient Two-Stage Evolutionary Search of Convolutional Neural Architectures Based on Cell Independence Analysis.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Wasserstein Selective Transfer Learning for Cross-domain Text Mining.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Meta Distant Transfer Learning for Pre-trained Language Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension.
Proceedings of the Database Systems for Advanced Applications, 2021

Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HORNET: Enriching Pre-trained Language Representations with Heterogeneous Knowledge Sources.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Reinforced History Backtracking for Conversational Question Answering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Learning to Augment for Data-scarce Domain BERT Knowledge Distillation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations.
CoRR, 2020

Exploring Global Information for Session-based Recommendation.
CoRR, 2020

EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.
CoRR, 2020

A Comprehensive Analysis of Information Leakage in Deep Transfer Learning.
CoRR, 2020

Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources.
CoRR, 2020

End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization.
CoRR, 2020

Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Global Context Enhanced Graph Neural Networks for Session-based Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Open-Retrieval Conversational Question Answering.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

One-shot Text Field labeling using Attention and Belief Propagation for Structure Information Extraction.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Consensus RNA secondary structure prediction using information of neighbouring columns and principal component analysis.
Int. J. Comput. Sci. Eng., 2019

Artificial Intelligence for Prosthetics - challenge solutions.
CoRR, 2019

Multi-Domain Gated CNN for Review Helpfulness Prediction.
Proceedings of the World Wide Web Conference, 2019

Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

AliISA: Creating an Interactive Search Experience in E-commerce Platforms.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

BERT with History Answer Embedding for Conversational Question Answering.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Minimax Game for Instance based Selective Transfer Learning.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Attentive History Selection for Conversational Question Answering.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

A Hybrid Retrieval-Generation Neural Conversation Model.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

User Intent Prediction in Information-seeking Conversations.
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, 2019

2018
Mechanical amelioration to improve hexapod robot speed.
Int. J. Embed. Syst., 2018

Review Helpfulness Prediction with Embedding-Gated CNN.
CoRR, 2018

Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce.
CoRR, 2018

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection.
CoRR, 2018

AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience.
CoRR, 2018

Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Analyzing and Characterizing User Intent in Information-seeking Conversations.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Personalized Microtopic Recommendation on Microblogs.
ACM Trans. Intell. Syst. Technol., 2017

PS-DBSCAN: An Efficient Parallel DBSCAN Algorithm Based on Platform Of AI (PAI).
CoRR, 2017

Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

A Short-Term Rainfall Prediction Model Using Multi-task Convolutional Neural Networks.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Aspect Extraction from Product Reviews Using Category Hierarchy Information.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

<i>AliMe Assist </i>: An Intelligent Assistant for Creating an Innovative E-commerce Experience.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Personal Credit Profiling via Latent User Behavior Dimensions on Social Media.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015
Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews.
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
Who am I on twitter?: a cross-country comparison.
Proceedings of the 23rd International World Wide Web Conference, 2014

An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS).
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Generating Supplementary Travel Guides from Social Media.
Proceedings of the COLING 2014, 2014

2013
Predicting User's Political Party Using Ideological Stances.
Proceedings of the Social Informatics - 5th International Conference, 2013

It Is Not Just What We Say, But How We Say Them: LDA-based Behavior-Topic Model.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

A Latent Variable Model for Viewpoint Discovery from Threaded Forum Posts.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Learning Topics and Positions from Debatepedia.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

CQArank: jointly model topics and expertise in community question answering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling interaction features for debate side clustering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Query-Oriented Keyphrase Extraction.
Proceedings of the Information Retrieval Technology, 2012


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