← Authors

Dawei Song

36 papers · 2010–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (15) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (68) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (9) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (122) ⚑ Prolific Year (6) ❓ The Questioner (4) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (36)

Conferences

EMNLP (11) ACL (8) IJCAI (4) COLING (3) IJCNLP (3) AAAI (2) NAACL (2) NIPS (2) EACL (1)

Top co-authors

Chen Zhang (16) Qiuchi Li (14) Peng Zhang (6) Jingang Wang (6) Benyou Wang (5) Yuexian Hou (5) Yazhou Zhang (4) Fang Ma (4) Wei Wu (4) Lei Ren (3)

Research topics

Models (1)

Keywords

model compression (7) language model (6) knowledge distillation (5) sentiment analysis (5) multi-modal learning (4) multimodal learning (3) multi-task learning (3) prompt tuning (3) pretrained language model (3) emotion recognition (3) affective computing (3) large language model (3) attention mechanism (2) latency optimization (2) language modeling (2) student model (2) word embedding (2) hilbert space (2) text classification (2) sentiment classification (2)

Papers

Towards the Law of Capacity Gap in Distilling Language Models ACL 2025
Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025
MoDification: Mixture of Depths Made Easy NAACL 2025
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025
Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check EMNLP 2024
Controllable Text Generation with Residual Memory Transformer ACL 2024
DS-Group at SIGHAN-2024 dimABSA Task: Constructing In-context Learning Structure for Dimensional Aspect-Based Sentiment Analysis ACL 2024
How Speculative Can Speculative Decoding Be? COLING 2024
Task-agnostic Distillation of Encoder-Decoder Language Models COLING 2024
Minimal Distillation Schedule for Extreme Language Model Compression EACL 2024
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations NIPS 2023
Lifting the Curse of Capacity Gap in Distilling Language Models ACL 2023
Structural Bias for Aspect Sentiment Triplet Extraction COLING 2022
Sparse Teachers Can Be Dense with Knowledge EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation EMNLP 2022
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding NAACL 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability EMNLP 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification IJCNLP 2021
How does Attention Affect the Model? ACL 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification ACL 2021
How does Attention Affect the Model? IJCNLP 2021
An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis IJCAI 2021
A Multi-task Learning Framework for Opinion Triplet Extraction EMNLP 2020
A Generalized Language Model in Tensor Space AAAI 2019
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis IJCAI 2019
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks EMNLP 2019
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks IJCNLP 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Quantum-Inspired Complex Word Embedding ACL 2018
Modeling Quantum Entanglements in Quantum Language Models IJCAI 2015
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification EMNLP 2015
A Global Constrained Optimization Method for Designing Road Networks with Small Diameters IJCAI 2013
Event-Based Hyperspace Analogue to Language for Query Expansion ACL 2010