← Authors

Lei Shu

26 papers · 2016–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (57) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (9) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (119) πŸ’Ž Century Club (26) πŸ“ˆ Trend Setter

Conferences

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

Top co-authors

Bing Liu (16) Hu Xu (15) Yun Zhu (6) Lei Meng (5) Jindong Chen (5) Yinxiao Liu (5) Zixuan Ke (4) Liangchen Luo (4) Piero Molino (3) Yixuan Su (3)

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