Dawei Song
35 papers · 2010–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (63) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(14)
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Topic Evolution
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Keyword Champion
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Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
(3)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(127)
Top co-authors
Research topics
Machine Learning
(22)
Artificial Intelligence
(21)
Core AI
(19)
Natural Language Processing
(18)
Deep Learning
(16)
Learning Types Β· Deep Learning
(10)
Application Areas
(9)
Applications
(9)
Core Methods
(8)
Generation
(7)
Learning Types Β· Machine Learning
(7)
Models
(7)
Optimization & Theory Β· Machine Learning
(6)
Resources & Methods
(6)
Optimization & Theory Β· Deep Learning
(4)
Keywords
model compression
(7)
language model
(6)
sentiment analysis
(5)
knowledge distillation
(5)
multimodal learning
(4)
pre-trained language model
(4)
multi-task learning
(3)
affective computing
(3)
large language model
(3)
prompt tuning
(3)
emotion recognition
(3)
attention mechanism
(2)
teacher model
(2)
language modeling
(2)
word embedding
(2)
controllable text generation
(2)
student model
(2)
hilbert space
(2)
text classification
(2)
latency optimization
(2)
Papers
Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
ACL 2026
Reward Alignment Optimization: A Direct Point-wise Alignment Approach
ACL 2026
Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge
EMNLP 2025
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models
EMNLP 2025
MoDification: Mixture of Depths Made Easy
NAACL 2025
Towards the Law of Capacity Gap in Distilling Language Models
ACL 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
Minimal Distillation Schedule for Extreme Language Model Compression
EACL 2024
Task-agnostic Distillation of Encoder-Decoder Language Models
COLING 2024
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations
NeurIPS 2023
Lifting the Curse of Capacity Gap in Distilling Language Models
ACL 2023
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding
NAACL 2022
DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation
EMNLP 2022
Making Pretrained Language Models Good Long-tailed Learners
EMNLP 2022
Sparse Teachers Can Be Dense with Knowledge
EMNLP 2022
Structural Bias for Aspect Sentiment Triplet Extraction
COLING 2022
XPrompt: Exploring the Extreme of Prompt Tuning
EMNLP 2022
An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis
IJCAI 2021
Exploiting Position Bias for Robust Aspect Sentiment Classification
ACL 2021
How does Attention Affect the Model?
ACL 2021
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
A Multi-task Learning Framework for Opinion Triplet Extraction
EMNLP 2020
A Generalized Language Model in Tensor Space
AAAI 2019
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks
EMNLP 2019
A Tensorized Transformer for Language Modeling
NeurIPS 2019
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis
IJCAI 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