Lei Shu - RankMe

77 papers A* 13B 3Journal 43Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos. CoRR Shoubin Yu, Lei Shu, Antoine Yang, Yao Fu, Srinivas Sunkara, Maria Wang, Jindong Chen, Mohit Bansal, Boqing Gong
2025	A*	`conf`	Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection. ICLR Yun Zhu, Jia-Chen Gu, Caitlin Sikora, Ho Ko, Yinxiao Liu, Chu-Cheng Lin, Lei Shu, Liangchen Luo, Lei Meng, Bang Liu, Jindong Chen
2025	J	`jnl`	UISim: An Interactive Image-Based UI Simulator for Dynamic Mobile Environments. CoRR Jiannan Xiang, Yun Zhu, Lei Shu, Maria Wang, Lijun Yu, Gabriel Barcik, James Lyon, Srinivas Sunkara, Jindong Chen
2024	J	`jnl`	Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection. CoRR Yun Zhu, Jia-Chen Gu, Caitlin Sikora, Ho Ko, Yinxiao Liu, Chu-Cheng Lin, Lei Shu, Liangchen Luo, Lei Meng, Bang Liu, Jindong Chen
2024	J	`jnl`	DRLC: Reinforcement Learning with Dense Rewards from LLM Critic. CoRR Meng Cao, Lei Shu, Lei Yu, Yun Zhu, Nevan Wichers, Yinxiao Liu, Lei Meng
2024	A*	`conf`	Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic. EMNLP Meng Cao, Lei Shu, Lei Yu, Yun Zhu, Nevan Wichers, Yinxiao Liu, Lei Meng
2024	—	`conf`	Fusion-Eval: Integrating Assistant Evaluators with LLMs. EMNLP (Industry Track) Lei Shu, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng
2024	J	`jnl`	Improve Mathematical Reasoning in Language Models by Automated Process Supervision. CoRR Liangchen Luo, Yinxiao Liu, Rosanne Liu, Samrat Phatale, Harsh Lara, Yunxuan Li, Lei Shu, Yun Zhu, Lei Meng, Jiao Sun, Abhinav Rastogi
2024	A*	`conf`	RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. AAAI Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng
2024	—	`conf`	Towards an On-device Agent for Text Rewriting. NAACL-HLT (Findings) Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng
2024	J	`jnl`	WebQuest: A Benchmark for Multimodal QA on Web Page Sequences. CoRR Maria Wang, Srinivas Sunkara, Gilles Baechler, Jason Lin, Yun Zhu, Fedir Zubach, Lei Shu, Jindong Chen
2023	J	`jnl`	Adapting a Language Model While Preserving its General Knowledge. CoRR Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu
2023	—	`conf`	An Efficient Conversational Smart Compose System. ACL (demo) Yun Zhu, Xiayu Chen, Lei Shu, Bowen Tan, Xinying Song, Lijuan Liu, Maria Wang, Jindong Chen, Ning Ruan
2023	J	`jnl`	Critique Ability of Large Language Models. CoRR Liangchen Luo, Zi Lin, Yinxiao Liu, Lei Shu, Yun Zhu, Jingbo Shang, Lei Meng
2023	J	`jnl`	Fusion-Eval: Integrating Evaluators with LLMs. CoRR Lei Shu, Nevan Wichers, Liangchen Luo, Yun Zhu, Yinxiao Liu, Jindong Chen, Lei Meng
2023	J	`jnl`	RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting. CoRR Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Canoee Liu, Simon Tong, Jindong Chen, Lei Meng
2023	J	`jnl`	SiRA: Sparse Mixture of Low Rank Adaptation. CoRR Yun Zhu, Nevan Wichers, Chu-Cheng Lin, Xinyi Wang, Tianlong Chen, Lei Shu, Han Lu, Canoee Liu, Liangchen Luo, Jindong Chen, Lei Meng
2023	J	`jnl`	Towards an On-device Agent for Text Rewriting. CoRR Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng
2022	A*	`conf`	Adapting a Language Model While Preserving its General Knowledge. EMNLP Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu
2022	A*	`conf`	Continual Training of Language Models for Few-Shot Learning. EMNLP Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu
2022	J	`jnl`	Continual Training of Language Models for Few-Shot Learning. CoRR Zixuan Ke, Haowei Lin, Yijia Shao, Hu Xu, Lei Shu, Bing Liu
2022	A*	`conf`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. NeurIPS Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	J	`jnl`	Measuring and Reducing Model Update Regression in Structured Prediction for NLP. CoRR Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang
2022	—	`conf`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. ACL (1) Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2022	—	`conf`	Open Set Recognition Via Augmentation-Based Similarity Learning. CoLLAs Sepideh Esmaeilpour, Lei Shu, Bing Liu
2022	J	`jnl`	Open-set Recognition via Augmentation-based Similarity Learning. CoRR Sepideh Esmaeilpour, Lei Shu, Bing Liu
2022	—	`conf`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
2022	J	`jnl`	Zero-Shot Aspect-Based Sentiment Analysis. CoRR Lei Shu, Hu Xu, Bing Liu, Jiahua Chen
2022	A*	`conf`	Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP. AAAI Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu
2021	A*	`conf`	Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning. NeurIPS Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu
2021	J	`jnl`	Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning. CoRR Zixuan Ke, Bing Liu, Nianzu Ma, Hu Xu, Lei Shu
2021	—	`conf`	CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks. EMNLP (1) Zixuan Ke, Bing Liu, Hu Xu, Lei Shu
2021	J	`jnl`	CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks. CoRR Zixuan Ke, Bing Liu, Hu Xu, Lei Shu
2021	J	`jnl`	Continual Learning with Knowledge Transfer for Sentiment Classification. CoRR Zixuan Ke, Bing Liu, Hao Wang, Lei Shu
2021	J	`jnl`	Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. CoRR Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang
2021	—	`conf`	ODIST: Open World Classification via Distributionally Shifted Instances. EMNLP (Findings) Lei Shu, Yassine Benajiba, Saab Mansour, Yi Zhang
2021	J	`jnl`	TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. CoRR Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier
2021	J	`jnl`	Zero-Shot Open Set Detection by Extending CLIP. CoRR Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu
2020	—	`conf`	Continual Learning with Knowledge Transfer for Sentiment Classification. ECML/PKDD (3) Zixuan Ke, Bing Liu, Hao Wang, Lei Shu
2020	—	`conf`	Controllable Text Generation with Focused Variation. EMNLP (Findings) Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino
2020	J	`jnl`	Controllable Text Generation with Focused Variation. CoRR Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino
2020	—	`conf`	DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis. EMNLP (Findings) Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2020	J	`jnl`	DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2020	B	`conf`	Understanding Pre-trained BERT for Aspect-based Sentiment Analysis. COLING Hu Xu, Lei Shu, Philip S. Yu, Bing Liu
2020	J	`jnl`	Understanding Pre-trained BERT for Aspect-based Sentiment Analysis. CoRR Hu Xu, Lei Shu, Philip S. Yu, Bing Liu
2019	J	`jnl`	A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019	—	`conf`	BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis. NAACL-HLT (1) Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019	J	`jnl`	BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019	J	`jnl`	Controlled CNN-based Sequence Labeling for Aspect Extraction. CoRR Lei Shu, Hu Xu, Bing Liu
2019	B	`conf`	Flexibly-Structured Model for Task-Oriented Dialogues. SIGdial Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gökhan Tür
2019	J	`jnl`	Flexibly-Structured Model for Task-Oriented Dialogues. CoRR Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu, Bing Liu, Huaixiu Zheng, Gökhan Tür
2019	—	`conf`	Modeling Multi-Action Policy for Task-Oriented Dialogues. EMNLP/IJCNLP (1) Lei Shu, Hu Xu, Bing Liu, Piero Molino
2019	J	`jnl`	Modeling Multi-Action Policy for Task-Oriented Dialogues. CoRR Lei Shu, Hu Xu, Bing Liu, Piero Molino
2019	A*	`conf`	Open-world Learning and Application to Product Classification. WWW Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019	J	`jnl`	Review Conversational Reading Comprehension. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	—	`conf`	Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction. ACL (2) Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	J	`jnl`	Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	A*	`conf`	Dual Attention Network for Product Compatibility and Function Satisfiability Analysis. AAAI Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2018	J	`jnl`	Learning to Accept New Classes without Training. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	A*	`conf`	Lifelong Domain Word Embedding via Meta-Learning. IJCAI Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	J	`jnl`	Lifelong Domain Word Embedding via Meta-Learning. CoRR Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018	J	`jnl`	Unseen Class Discovery in Open-world Classification. CoRR Lei Shu, Hu Xu, Bing Liu
2017	A*	`conf`	DOC: Deep Open Classification of Text Documents. EMNLP Lei Shu, Hu Xu, Bing Liu
2017	J	`jnl`	DOC: Deep Open Classification of Text Documents. CoRR Lei Shu, Hu Xu, Bing Liu
2017	J	`jnl`	Dual Attention Network for Product Compatibility and Function Satisfiability Analysis. CoRR Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2017	—	`conf`	Lifelong Learning CRF for Supervised Aspect Extraction. ACL (2) Lei Shu, Hu Xu, Bing Liu
2017	J	`jnl`	Lifelong Learning CRF for Supervised Aspect Extraction. CoRR Lei Shu, Hu Xu, Bing Liu
2017	J	`jnl`	Product Function Need Recognition via Semi-supervised Attention Network. CoRR Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2017	—	`conf`	Product function need recognition via semi-supervised attention network. IEEE BigData Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2017	J	`jnl`	Supervised Complementary Entity Recognition with Augmented Key-value Pairs of Knowledge. CoRR Hu Xu, Lei Shu, Philip S. Yu
2016	J	`jnl`	CER: Complementary Entity Recognition via Knowledge Expansion on Large Unlabeled Product Reviews. CoRR Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2016	—	`conf`	CER: Complementary entity recognition via knowledge expansion on large unlabeled product reviews. IEEE BigData Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu
2016	A*	`conf`	Lifelong-RL: Lifelong Relaxation Labeling for Separating Entities and Aspects in Opinion Targets. EMNLP Lei Shu, Bing Liu, Hu Xu, Annice Kim
2016	J	`jnl`	Mining Compatible/Incompatible Entities from Question and Answering via Yes/No Answer Classification using Distant Label Expansion. CoRR Hu Xu, Lei Shu, Jingyuan Zhang, Philip S. Yu
2016	J	`jnl`	Supervised Opinion Aspect Extraction by Exploiting Past Extraction Results. CoRR Lei Shu, Bing Liu, Hu Xu, Annice Kim
2013	—	`conf`	High-speed and accurate laser scan matching using classified features. ROSE Lei Shu, Hu Xu, May Huang
2013	B	`conf`	Planning Paths with Fewer Turns on Grid Maps. SOCS Hu Xu, Lei Shu, May Huang