Qi Su

Orcid: 0000-0002-4769-2812

Affiliations:
  • Peking University, MOE Key Lab of Computational Linguistics, Beijing, China


According to our database1, Qi Su authored at least 57 papers between 2004 and 2023.

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

Timeline

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Bibliography

2023
Data-driven analytics of COVID-19 'infodemic'.
Int. J. Data Sci. Anal., April, 2023

Knowledge-Aware Artifact Image Synthesis with LLM-Enhanced Prompting and Multi-Source Supervision.
CoRR, 2023

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning.
CoRR, 2023

DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Adversarial parameter defense by multi-step risk minimization.
Neural Networks, 2021

Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020
Memorized sparse backpropagation.
Neurocomputing, 2020

Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks.
CoRR, 2020

MoGCN: Mixture of Gated Convolutional Neural Network for Named Entity Recognition of Chinese Historical Texts.
IEEE Access, 2020

Sensorimotor Enhanced Neural Network for Metaphor Detection.
Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation, 2020

Sina Mandarin Alphabetical Words: A Web-driven Code-mixing Lexical Resource.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Semi-supervised Sentiment Analysis for Chinese Stock Texts in Scarce Labeled Data Scenario and Price Prediction.
Proceedings of the Information Retrieval - 26th China Conference, 2020

Empirical Research on Futures Trading Strategy Based on Time Series Algorithm.
Proceedings of the Information Retrieval - 26th China Conference, 2020

Hierarchical Attention Network in Stock Prediction.
Proceedings of the Information Retrieval - 26th China Conference, 2020

An Integrated Machine Learning Framework for Stock Price Prediction.
Proceedings of the Information Retrieval - 26th China Conference, 2020

Using Conceptual Norms for Metaphor Detection.
Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection.
CoRR, 2019

Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks.
CoRR, 2019

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction.
CoRR, 2019

Automatic Translating Between Ancient Chinese and Contemporary Chinese with Limited Aligned Corpora.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Predicting Popular News Comments Based on Multi-Target Text Matching Model.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Metaphorical Analysis of Five Senses and Emotions in Mandarin Chinese.
Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

Research on the Hidden 'De' in Basic Noun Compounds Based on the Large-Scale Corpus.
Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

The Concatenation of Body Part Words and Emotions from the Perspective of Chinese Radicals.
Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

2018
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification.
CoRR, 2018

Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation.
CoRR, 2018

Cross-Language Information Retrieval Based on Multiple Information.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Study of Code-Switching in Chinese Web Novels.
Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Sentence Similarity Computation by Integrating Shallow and Deep Information.
Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Deconvolution-Based Global Decoding for Neural Machine Translation.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Global Encoding for Abstractive Summarization.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text.
CoRR, 2017

A multi-dimensional analysis of deception.
Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
On the Lexical Characteristics of Deception.
Proceedings of the Chinese Lexical Semantics - 17th Workshop, 2016

2015
A Psycho-Lexical Approach to the Assessment of Information Quality on Wikipedia.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2013
Hedge Detection with Latent Features.
Proceedings of the Chinese Lexical Semantics - 14th Workshop, 2013

Comparison and Optimization of Microblogging Segmentation Methods.
Proceedings of the Chinese Lexical Semantics - 14th Workshop, 2013

Feichang or Tebie - A Study Based on Corpora.
Proceedings of the Chinese Lexical Semantics - 14th Workshop, 2013

2012
A Tentative Study on the Annotation of Evidentiality.
Proceedings of the Chinese Lexical Semantics - 13th Workshop, 2012

2011
A Research on the Text Reliability Based on Evidentiality.
Int. J. Comput. Process. Orient. Lang., 2011

2010
Incorporate Credibility into Context for the Best Social Media Answers.
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, 2010

2008
Hidden sentiment association in chinese web opinion mining.
Proceedings of the 17th International Conference on World Wide Web, 2008

2007
Mining Feature-Based Opinion Expressions by Mutual Information Approach.
Int. J. Comput. Process. Orient. Lang., 2007

2006
Using Pointwise Mutual Information to Identify Implicit Features in Customer Reviews.
Proceedings of the Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 2006

2004
Part-of-Speech Sense Matrix Model Experiments in the TREC 2004 Robust Track at ICL, PKU.
Proceedings of the Thirteenth Text REtrieval Conference, 2004


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