Dawei Song

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 153

Top Venues

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Xiang Li, Jian Song, Zhigang Zhao, Chunxiao Wang, Dawei Song, Bin Hu
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition. CoRR (2024)
Zhuorui Liu, Chen Zhang, Dawei Song
How Speculative Can Speculative Decoding Be? LREC/COLING (2024)
Yazhou Zhang, Ao Jia, Bo Wang, Peng Zhang, Dongming Zhao, Pu Li, Yuexian Hou, Xiaojia Jin, Dawei Song, Jing Qin
M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition. ACM Trans. Inf. Syst. 42 (1) (2024)
Si Sun, Hanqing Zhang, Zhiyuan Liu, Jie Bao, Dawei Song
LLM-Oriented Retrieval Tuner. CoRR (2024)
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. 56 (1) (2024)
Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song
Minimal Distillation Schedule for Extreme Language Model Compression. EACL (Findings) (2024)
Hanqing Zhang, Si Sun, Haiming Wu, Dawei Song
Controllable Text Generation with Residual Memory Transformer. ACL (Findings) (2024)
Xiang Li, Jian Song, Zhigang Zhao, Chunxiao Wang, Dawei Song, Bin Hu
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition. ICASSP (2024)
Yaochen Liu, Yazhou Zhang, Dawei Song
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. IEEE Trans. Affect. Comput. 15 (1) (2024)
Tianyu Zhao, Ling-ang Meng, Dawei Song
Multimodal Aspect-Based Sentiment Analysis: A survey of tasks, methods, challenges and future directions. Inf. Fusion 112 (2024)
Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song
Learning interactions across sentiment and emotion with graph attention network and position encodings. Pattern Recognit. Lett. 180 (2024)
Chen Zhang, Yang Yang, Qiuchi Li, Jingang Wang, Dawei Song
Task-agnostic Distillation of Encoder-Decoder Language Models. LREC/COLING (2024)
Haiming Wu, Hanqing Zhang, Richeng Xuan, Dawei Song
Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check. CoRR (2024)
Chen Zhang, Zhuorui Liu, Dawei Song
Beyond the Speculative Game: A Survey of Speculative Execution in Large Language Models. CoRR (2024)
Ruize An, Chen Zhang, Dawei Song
Eliminating Contextual Bias in Aspect-Based Sentiment Analysis. ECIR (1) (2024)
Hanqing Zhang, Haolin Song, Shaoyu Li, Ming Zhou, Dawei Song
A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language Models. ACM Comput. Surv. 56 (3) (2024)
Ruize An, Chen Zhang, Dawei Song
Sparse Contrastive Learning of Sentence Embeddings. CoRR (2023)
Cheng Zhang, Jingxu Cao, Dongmei Yan, Dawei Song, Jinxin Lv
Which Words Pillar the Semantic Expression of a Sentence? ICTAI (2023)
Yazhou Zhang, Dan Ma, Prayag Tiwari, Chen Zhang, Mehedi Masud, Mohammad Shorfuzzaman, Dawei Song
Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks. ACM Trans. Internet Techn. 23 (2) (2023)
Peng Zhang, Hui Gao, Jing Zhang, Dawei Song
Quantum-Inspired Neural Language Representation, Matching and Understanding. Found. Trends Inf. Retr. 16 (4-5) (2023)
Yaochen Liu, Yazhou Zhang, Dawei Song
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. CoRR (2023)
Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. NeurIPS (2023)
Chen Zhang, Dawei Song, Zheyu Ye, Yan Gao
Towards the Law of Capacity Gap in Distilling Language Models. CoRR (2023)
Hanqing Zhang, Sun Si, Haiming Wu, Dawei Song
Controllable Text Generation with Residual Memory Transformer. CoRR (2023)
Chen Zhang, Benyou Wang, Dawei Song
On Elastic Language Models. CoRR (2023)
Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen
EEG Based Emotion Recognition: A Tutorial and Review. ACM Comput. Surv. 55 (4) (2023)
Guohui Yao, Min Li, Dawei Song
Few-Shot Classification With Cross-Feature Fusion. ICCCS (2023)
Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song
MIP-GAT: A Multi-Task Interactive Graph Attention Network with Position Encodings for Joint Sentiment Classification and Emotion Recognition. CogSci (2023)
Juhao Liang, Chen Zhang, Zhengyang Tang, Jie Fu, Dawei Song, Benyou Wang
Modular Retrieval for Generalization and Interpretation. CoRR (2023)
Yazhou Zhang, Jinglin Wang, Yaochen Liu, Lu Rong, Qian Zheng, Dawei Song, Prayag Tiwari, Jing Qin
A Multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations. Inf. Fusion 93 (2023)
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR (2023)
Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song
Structural Bias for Aspect Sentiment Triplet Extraction. CoRR (2022)
Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song
XPrompt: Exploring the Extreme of Prompt Tuning. CoRR (2022)
Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song
A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. NLPCC (1) (2022)
Peng Zhang, Hui Gao, Zeting Hu, Meng Yang, Dawei Song, Jun Wang, Yuexian Hou, Bin Hu
A bias-variance evaluation framework for information retrieval systems. Inf. Process. Manag. 59 (1) (2022)
Yi Yang, Chen Zhang, Dawei Song
Sparse Teachers Can Be Dense with Knowledge. CoRR (2022)
Hanqing Zhang, Haolin Song, Shaoyu Li, Ming Zhou, Dawei Song
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models. CoRR (2022)
Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu, Dawei Song
Structural Bias for Aspect Sentiment Triplet Extraction. COLING (2022)
Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen
Complex-valued Neural Network-based Quantum Language Models. ACM Trans. Inf. Syst. 40 (4) (2022)
Ao Jia, Yu He, Yazhou Zhang, Sagar Uprety, Dawei Song, Christina Lioma
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding. NAACL-HLT (2022)
Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song
A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. CoRR (2022)
Hanqing Zhang, Dawei Song
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation. EMNLP (2022)
Bo Zhang, Chen Zhang, Fang Ma, Dawei Song
Adaptable Text Matching via Meta-Weight Regulator. SIGIR (2022)
Fang Ma, Chen Zhang, Bo Zhang, Dawei Song
Aspect-Specific Context Modeling for Aspect-Based Sentiment Analysis. NLPCC (1) (2022)
Haolin Song, Dawei Song, Yankun Zhen
Extraction Method of Emotional Elements of Online Learning Text Information Based on Natural Language Processing Technology. eLEOT (1) (2022)
Fang Ma, Chen Zhang, Bo Zhang, Dawei Song
Aspect-specific Context Modeling for Aspect-based Sentiment Analysis. CoRR (2022)
Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen
EEG based Emotion Recognition: A Tutorial and Review. CoRR (2022)
Hanqing Zhang, Dawei Song
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation. CoRR (2022)
Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song
AutoDisc: Automatic Distillation Schedule for Large Language Model Compression. CoRR (2022)
Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. NLPCC (1) (2022)
Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang, Wei Wu, Xiaojun Quan, Dawei Song
XPrompt: Exploring the Extreme of Prompt Tuning. EMNLP (2022)
Bo Zhang, Chen Zhang, Fang Ma, Dawei Song
Adaptable Text Matching via Meta-Weight Regulator. CoRR (2022)
Hanqing Zhang, Dawei Song
Towards Contrastive Context-Aware Conversational Emotion Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song
Making Pretrained Language Models Good Long-tailed Learners. EMNLP (2022)
Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets. CoRR (2022)
Chen Zhang, Lei Ren, Jingang Wang, Wei Wu, Dawei Song
Making Pre-trained Language Models Good Long-tailed Learners. CoRR (2022)
Yazhou Zhang, Prayag Tiwari, Dawei Song, Xiaoliu Mao, Panpan Wang, Xiang Li, Hari Mohan Pandey
Learning interaction dynamics with an interactive LSTM for conversational sentiment analysis. Neural Networks 133 (2021)
Haolin Song, Dawei Song
We Know An Emotion There, But What Type Is It and What Triggers It? Towards Emotion-Cause Triplet Extraction. ACAI (2021)
Dimitris Gkoumas, Qiuchi Li, Christina Lioma, Yijun Yu, Dawei Song
What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis. Inf. Fusion 66 (2021)
Fang Ma, Chen Zhang, Dawei Song
Exploiting Position Bias for Robust Aspect Sentiment Classification. ACL/IJCNLP (Findings) (2021)
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. AAAI (2021)
Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis. CoRR (2021)
Fang Ma, Chen Zhang, Dawei Song
Exploiting Position Bias for Robust Aspect Sentiment Classification. CoRR (2021)
Dimitris Gkoumas, Qiuchi Li, Yijun Yu, Dawei Song
An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis. IJCAI (2021)
Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song
CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song
How does Attention Affect the Model? ACL/IJCNLP (Findings) (2021)
Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. EMNLP (Findings) (2021)
Chen Zhang, Dawei Song
A Simple Baseline for Cross-Domain Few-Shot Text Classification. NLPCC (1) (2021)
Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song
Assessing the Memory Ability of Recurrent Neural Networks. ECAI (2020)
Sagar Uprety, Dimitris Gkoumas, Dawei Song
A Survey of Quantum Theory Inspired Approaches to Information Retrieval. ACM Comput. Surv. 53 (5) (2020)
Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song
Assessing the Memory Ability of Recurrent Neural Networks. CoRR (2020)
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
A Multi-task Learning Framework for Opinion Triplet Extraction. EMNLP (Findings) (2020)
Yongyu Jiang, Peng Zhang, Hui Gao, Dawei Song
A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval. SIGIR (2020)
Dan Ma, Haidong Liu, Dawei Song
Word Graph Network: Understanding Obscure Sentences on Social Media for Violation Comment Detection. NLPCC (1) (2020)
Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci
Quantum-like Structure in Multidimensional Relevance Judgements. CoRR (2020)
Yazhou Zhang, Zhipeng Zhao, Panpan Wang, Xiang Li, Lu Rong, Dawei Song
ScenarioSA: A Dyadic Conversational Database for Interactive Sentiment Analysis. IEEE Access 8 (2020)
Sagar Uprety, Prayag Tiwari, Shahram Dehdashti, Lauren Fell, Dawei Song, Peter Bruza, Massimo Melucci
Quantum-Like Structure in Multidimensional Relevance Judgements. ECIR (1) (2020)
Chenguang Zhang, Yuexian Hou, Dawei Song, Liangzhu Ge, Yaoshuai Yao
Redundancy of Hidden Layers in Deep Learning: An Information Perspective. CoRR (2020)
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
A Multi-task Learning Framework for Opinion Triplet Extraction. CoRR (2020)
Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang, Panpan Wang, Lu Rong, Guangliang Yu, Bo Wang
A Quantum-Like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis. Inf. Fusion 62 (2020)
Haolin Song, Chen Zhang, Qiuchi Li, Dawei Song
End-to-end Emotion-Cause Pair Extraction via Learning to Link. CoRR (2020)
Sagar Uprety, Dimitris Gkoumas, Dawei Song
A Survey of Quantum Theory Inspired Approaches to Information Retrieval. CoRR (2020)
Meixian Song, Bo Wang, Xindian Ma, Qinghua Hu, Xin Wang, Yuexian Hou, Dawei Song
Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors. ICONIP (5) (2019)
Sagar Uprety, Shahram Dehdashti, Lauren Fell, Peter Bruza, Dawei Song
Modelling Dynamic Interactions between Relevance Dimensions. CoRR (2019)
Chen Zhang, Qiuchi Li, Dawei Song
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks. EMNLP/IJCNLP (1) (2019)
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Dawei Song, Ming Zhou
A Tensorized Transformer for Language Modeling. CoRR (2019)
Sagar Uprety, Shahram Dehdashti, Lauren Fell, Peter Bruza, Dawei Song
Modelling Dynamic Interactions Between Relevance Dimensions. ICTIR (2019)
Chen Zhang, Qiuchi Li, Dawei Song
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks. CoRR (2019)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. CoRR (2019)
Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. IJCAI (2019)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. WWW (2019)
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song
A Generalized Language Model in Tensor Space. CoRR (2019)
Xiang Li, Zhigang Zhao, Dawei Song, Yazhou Zhang, Chunyang Niu, Junwei Zhang, Jidong Huo, Jing Li
Variational Autoencoder based Latent Factor Decoding of Multichannel EEG for Emotion Recognition. BIBM (2019)
Junyan Wang, Peng Zhang, Cheng Zhang, Dawei Song
SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine. SIGIR (2019)
Chen Zhang, Qiuchi Li, Dawei Song
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network. SIGIR (2019)
Chenguang Zhang, Yuexian Hou, Dawei Song
A Quantum Observation Scheme Can Universally Identify Causalities from Correlations. CoRR (2019)
Yazhou Zhang, Dawei Song, Peng Zhang, Xiang Li, Panpan Wang
A quantum-inspired sentiment representation model for twitter sentiment analysis. Appl. Intell. 49 (8) (2019)
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song
A Tensorized Transformer for Language Modeling. NeurIPS (2019)
Chen Zhang, Qiuchi Li, Dawei Song
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network. CoRR (2019)
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song
A Generalized Language Model in Tensor Space. AAAI (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dawei Song