Lei Shu
26 papers · 2016–2025 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (57) π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (9) π§ Keyword Pioneer
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Keyword Champion
(2)
β‘
Prolific Year
(6)
π₯
Unstoppable
(10)
ποΈ
Keyword Collector
(119)
π
Century Club
(26)
π
Trend Setter
Conferences
EMNLP (11)
ACL (4)
NAACL (3)
AAAI (2)
NIPS (2)
COLING (1)
ICLR (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
language model
(5)
domain adaptation
(5)
transfer learning
(5)
task-oriented dialogue
(3)
representation learning
(3)
knowledge distillation
(3)
text generation
(3)
aspect-based sentiment analysis
(2)
word embedding
(2)
text rewriting
(2)
continual learning
(2)
recurrent neural network
(2)
out-of-distribution detection
(2)
aspect extraction
(2)
text classification
(2)
instruction tuning
(2)
sequence labeling
(2)
lifelong learning
(2)
policy model
(2)
dialogue management
(2)
Papers
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025
Towards an On-device Agent for Text Rewriting
NAACL 2024
Fusion-Eval: Integrating Assistant Evaluators with LLMs
EMNLP 2024
Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic
EMNLP 2024
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting
AAAI 2024
An Efficient Conversational Smart Compose System
ACL 2023
Continual Training of Language Models for Few-Shot Learning
EMNLP 2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NIPS 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP
AAAI 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
NAACL 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
ACL 2022
Adapting a Language Model While Preserving its General Knowledge
EMNLP 2022
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
NIPS 2021
CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks
EMNLP 2021
ODIST: Open World Classification via Distributionally Shifted Instances
EMNLP 2021
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
EMNLP 2020
Controllable Text Generation with Focused Variation
EMNLP 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
COLING 2020
Modeling Multi-Action Policy for Task-Oriented Dialogues
IJCNLP 2019
Modeling Multi-Action Policy for Task-Oriented Dialogues
EMNLP 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
NAACL 2019
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
ACL 2018
Lifelong Domain Word Embedding via Meta-Learning
IJCAI 2018
DOC: Deep Open Classification of Text Documents
EMNLP 2017
Lifelong Learning CRF for Supervised Aspect Extraction
ACL 2017
Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets
EMNLP 2016