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Lei Li
ORCID
Publication Activity (10 Years)
Years Active: 2002-2024
Publications (10 Years): 231
Top Topics
Machine Translation
Parallel Corpus
Text Generation
Semantic Space
Top Venues
CoRR
AAAI
ACL (1)
EMNLP (Findings)
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Publications
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André V. Duarte
,
Xuandong Zhao
,
Arlindo L. Oliveira
,
Lei Li
DE-COP: Detecting Copyrighted Content in Language Models Training Data.
CoRR
(2024)
Xuandong Zhao
,
Siqi Ouyang
,
Zhiguo Yu
,
Ming Wu
,
Lei Li
Pre-trained Language Models Can be Fully Zero-Shot Learners.
ACL (1)
(2023)
Kexun Zhang
,
Xianjun Yang
,
William Yang Wang
,
Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval.
ICML
(2023)
Kexun Zhang
,
Xianjun Yang
,
William Yang Wang
,
Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval.
CoRR
(2023)
Siqi Ouyang
,
Lei Li
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations.
CoRR
(2023)
Fei Yuan
,
Yinquan Lu
,
Wenhao Zhu
,
Lingpeng Kong
,
Lei Li
,
Yu Qiao
,
Jingjing Xu
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation.
ACL (Findings)
(2023)
Kexun Zhang
,
Danqing Wang
,
Jingtao Xia
,
William Yang Wang
,
Lei Li
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers.
CoRR
(2023)
Zhenqiao Song
,
Lei Li
Importance Weighted Expectation-Maximization for Protein Sequence Design.
ICML
(2023)
Siqi Ouyang
,
Lei Li
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models.
EMNLP (Findings)
(2023)
Wenda Xu
,
Xian Qian
,
Mingxuan Wang
,
Lei Li
,
William Yang Wang
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes.
ACL (1)
(2023)
Xuandong Zhao
,
Yu-Xiang Wang
,
Lei Li
Protecting Language Generation Models via Invisible Watermarking.
ICML
(2023)
Zhenqiao Song
,
Lei Li
Importance Weighted Expectation-Maximization for Protein Sequence Design.
CoRR
(2023)
Siqi Ouyang
,
Rong Ye
,
Lei Li
WACO: Word-Aligned Contrastive Learning for Speech Translation.
ACL (1)
(2023)
Jiangjie Chen
,
Rui Xu
,
Wenxuan Zeng
,
Changzhi Sun
,
Lei Li
,
Yanghua Xiao
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
AAAI
(2023)
Jiangjie Chen
,
Wei Shi
,
Ziquan Fu
,
Sijie Cheng
,
Lei Li
,
Yanghua Xiao
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
ACL (1)
(2023)
Danqing Wang
,
Zeyu Wen
,
Fei Ye
,
Lei Li
,
Hao Zhou
Accelerating Antimicrobial Peptide Discovery with Latent Structure.
KDD
(2023)
Jiangjie Chen
,
Wei Shi
,
Ziquan Fu
,
Sijie Cheng
,
Lei Li
,
Yanghua Xiao
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
CoRR
(2023)
Yunfei Li
,
Tao Kong
,
Lei Li
,
Yi Wu
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets.
CoRR
(2022)
Yu Bao
,
Hao Zhou
,
Shujian Huang
,
Dongqi Wang
,
Lihua Qian
,
Xinyu Dai
,
Jiajun Chen
,
Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
ACL (1)
(2022)
Siqi Ouyang
,
Rong Ye
,
Lei Li
On the Impact of Noises in Crowd-Sourced Data for Speech Translation.
IWSLT@ACL
(2022)
Jiangjie Chen
,
Qiaoben Bao
,
Changzhi Sun
,
Xinbo Zhang
,
Jiaze Chen
,
Hao Zhou
,
Yanghua Xiao
,
Lei Li
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification.
AAAI
(2022)
Zewei Sun
,
Mingxuan Wang
,
Hao Zhou
,
Chengqi Zhao
,
Shujian Huang
,
Jiajun Chen
,
Lei Li
Rethinking Document-level Neural Machine Translation.
ACL (Findings)
(2022)
Xinlong Wang
,
Rufeng Zhang
,
Chunhua Shen
,
Tao Kong
,
Lei Li
SOLO: A Simple Framework for Instance Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
44 (11) (2022)
Fei Huang
,
Tianhua Tao
,
Hao Zhou
,
Lei Li
,
Minlie Huang
On the Learning of Non-Autoregressive Transformers.
ICML
(2022)
Ruihang Chu
,
Yukang Chen
,
Tao Kong
,
Lu Qi
,
Lei Li
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation.
IEEE Robotics Autom. Lett.
7 (1) (2022)
Qian Dong
,
Yaoming Zhu
,
Mingxuan Wang
,
Lei Li
Learning When to Translate for Streaming Speech.
ACL (1)
(2022)
Jiangjie Chen
,
Rui Xu
,
Ziquan Fu
,
Wei Shi
,
Zhongqiao Li
,
Xinbo Zhang
,
Changzhi Sun
,
Lei Li
,
Yanghua Xiao
,
Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
ACL (Findings)
(2022)
Qingkai Fang
,
Rong Ye
,
Lei Li
,
Yang Feng
,
Mingxuan Wang
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation.
ACL (1)
(2022)
Jiangjie Chen
,
Rui Xu
,
Wenxuan Zeng
,
Changzhi Sun
,
Lei Li
,
Yanghua Xiao
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
CoRR
(2022)
Rong Ye
,
Mingxuan Wang
,
Lei Li
Cross-modal Contrastive Learning for Speech Translation.
NAACL-HLT
(2022)
Zhiyi Fu
,
Wangchunshu Zhou
,
Jingjing Xu
,
Hao Zhou
,
Lei Li
Contextual Representation Learning beyond Masked Language Modeling.
ACL (1)
(2022)
Yiran Chen
,
Zhenqiao Song
,
Xianze Wu
,
Danqing Wang
,
Jingjing Xu
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
MTG: A Benchmark Suite for Multilingual Text Generation.
NAACL-HLT (Findings)
(2022)
Huiyun Yang
,
Huadong Chen
,
Hao Zhou
,
Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup.
CoRR
(2022)
Zhiyi Fu
,
Wangchunshu Zhou
,
Jingjing Xu
,
Hao Zhou
,
Lei Li
Contextual Representation Learning beyond Masked Language Modeling.
CoRR
(2022)
Chenyang Huang
,
Hao Zhou
,
Osmar R. Zaïane
,
Lili Mou
,
Lei Li
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision.
AAAI
(2022)
Wenda Xu
,
Yi-Lin Tuan
,
Yujie Lu
,
Michael Saxon
,
Lei Li
,
William Yang Wang
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis.
EMNLP (Findings)
(2022)
Xuandong Zhao
,
Lei Li
,
Yu-Xiang Wang
Distillation-Resistant Watermarking for Model Protection in NLP.
CoRR
(2022)
Yunfei Lu
,
Peng Cui
,
Linyun Yu
,
Lei Li
,
Wenwu Zhu
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model.
KDD
(2022)
Yu Bao
,
Hao Zhou
,
Shujian Huang
,
Dongqi Wang
,
Lihua Qian
,
Xinyu Dai
,
Jiajun Chen
,
Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
CoRR
(2022)
Qingkai Fang
,
Rong Ye
,
Lei Li
,
Yang Feng
,
Mingxuan Wang
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation.
CoRR
(2022)
Xuandong Zhao
,
Zhiguo Yu
,
Ming Wu
,
Lei Li
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation.
CoRR
(2022)
Xiang Chen
,
Lei Li
,
Shumin Deng
,
Chuanqi Tan
,
Changliang Xu
,
Fei Huang
,
Luo Si
,
Huajun Chen
,
Ningyu Zhang
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.
COLING
(2022)
Rong Ye
,
Mingxuan Wang
,
Lei Li
Cross-modal Contrastive Learning for Speech Translation.
CoRR
(2022)
Jiangjie Chen
,
Rui Xu
,
Ziquan Fu
,
Wei Shi
,
Zhongqiao Li
,
Xinbo Zhang
,
Changzhi Sun
,
Lei Li
,
Yanghua Xiao
,
Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
CoRR
(2022)
Wenda Xu
,
Xian Qian
,
Mingxuan Wang
,
Lei Li
,
William Yang Wang
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation.
CoRR
(2022)
Yunfei Li
,
Tao Kong
,
Lei Li
,
Yi Wu
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets.
ICRA
(2022)
Jiangtao Feng
,
Yi Zhou
,
Jun Zhang
,
Xian Qian
,
Liwei Wu
,
Zhexi Zhang
,
Yanming Liu
,
Mingxuan Wang
,
Lei Li
,
Hao Zhou
PARAGEN : A Parallel Generation Toolkit.
CoRR
(2022)
Huiyun Yang
,
Huadong Chen
,
Hao Zhou
,
Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup.
ICLR
(2022)
Xuandong Zhao
,
Lei Li
,
Yu-Xiang Wang
Provably Confidential Language Modelling.
NAACL-HLT
(2022)
Wenda Xu
,
Yi-Lin Tuan
,
Yujie Lu
,
Michael Saxon
,
Lei Li
,
William Yang Wang
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis.
CoRR
(2022)
Xuandong Zhao
,
Lei Li
,
Yu-Xiang Wang
Provably Confidential Language Modelling.
CoRR
(2022)
Zhenqiao Song
,
Hao Zhou
,
Lihua Qian
,
Jingjing Xu
,
Shanbo Cheng
,
Mingxuan Wang
,
Lei Li
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder.
ICLR
(2022)
Xuandong Zhao
,
Zhiguo Yu
,
Ming Wu
,
Lei Li
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation.
ACL (Findings)
(2022)
Xiaohui Wang
,
Yang Wei
,
Ying Xiong
,
Guyue Huang
,
Xian Qian
,
Yufei Ding
,
Mingxuan Wang
,
Lei Li
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs.
SC
(2022)
Jiangjie Chen
,
Chun Gan
,
Sijie Cheng
,
Hao Zhou
,
Yanghua Xiao
,
Lei Li
Unsupervised Editing for Counterfactual Stories.
AAAI
(2022)
Xiao Pan
,
Mingxuan Wang
,
Liwei Wu
,
Lei Li
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation.
ACL/IJCNLP (1)
(2021)
Yaoming Zhu
,
Jiangtao Feng
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
Serial or Parallel? Plug-able Adapter for multilingual machine translation.
CoRR
(2021)
Xinlong Wang
,
Rufeng Zhang
,
Chunhua Shen
,
Tao Kong
,
Lei Li
Dense Contrastive Learning for Self-Supervised Visual Pre-Training.
CVPR
(2021)
Wenxian Shi
,
Yuxuan Song
,
Hao Zhou
,
Bohan Li
,
Lei Li
Follow Your Path: A Progressive Method for Knowledge Distillation.
ECML/PKDD (3)
(2021)
Tao Wang
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
,
Deyi Xiong
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation.
NAACL-HLT (Industry Papers)
(2021)
Zhenqiao Song
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
Triangular Bidword Generation for Sponsored Search Auction.
WSDM
(2021)
Qingnan Jiang
,
Mingxuan Wang
,
Jun Cao
,
Shanbo Cheng
,
Shujian Huang
,
Lei Li
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
CoRR
(2021)
Zhenqiao Song
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
Triangular Bidword Generation for Sponsored Search Auction.
CoRR
(2021)
Jieyu Zhang
,
Xiangchen Song
,
Ying Zeng
,
Jiaze Chen
,
Jiaming Shen
,
Yuning Mao
,
Lei Li
Taxonomy Completion via Triplet Matching Network.
AAAI
(2021)
Tao Wang
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
,
Hang Li
,
Deyi Xiong
Secoco: Self-Correcting Encoding for Neural Machine Translation.
CoRR
(2021)
Peize Sun
,
Rufeng Zhang
,
Yi Jiang
,
Tao Kong
,
Chenfeng Xu
,
Wei Zhan
,
Masayoshi Tomizuka
,
Lei Li
,
Zehuan Yuan
,
Changhu Wang
,
Ping Luo
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals.
CVPR
(2021)
Jieyu Zhang
,
Xiangchen Song
,
Ying Zeng
,
Jiaze Chen
,
Jiaming Shen
,
Yuning Mao
,
Lei Li
Taxonomy Completion via Triplet Matching Network.
CoRR
(2021)
Xinlong Wang
,
Rufeng Zhang
,
Chunhua Shen
,
Tao Kong
,
Lei Li
SOLO: A Simple Framework for Instance Segmentation.
CoRR
(2021)
Chi Han
,
Mingxuan Wang
,
Heng Ji
,
Lei Li
Learning Shared Semantic Space for Speech-to-Text Translation.
CoRR
(2021)
Zehui Lin
,
Liwei Wu
,
Mingxuan Wang
,
Lei Li
Learning Language Specific Sub-network for Multilingual Machine Translation.
ACL/IJCNLP (1)
(2021)
Mingxuan Jing
,
Wenbing Huang
,
Fuchun Sun
,
Xiaojian Ma
,
Tao Kong
,
Chuang Gan
,
Lei Li
Adversarial Option-Aware Hierarchical Imitation Learning.
ICML
(2021)
Liwei Wu
,
Shanbo Cheng
,
Mingxuan Wang
,
Lei Li
Language Tags Matter for Zero-Shot Neural Machine Translation.
ACL/IJCNLP (Findings)
(2021)
Danqing Wang
,
Jiaze Chen
,
Xianze Wu
,
Hao Zhou
,
Lei Li
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level.
NLPCC (1)
(2021)
Wenxian Shi
,
Yuxuan Song
,
Hao Zhou
,
Bohan Li
,
Lei Li
Follow Your Path: a Progressive Method for Knowledge Distillation.
CoRR
(2021)
Zaixiang Zheng
,
Hao Zhou
,
Shujian Huang
,
Jiajun Chen
,
Jingjing Xu
,
Lei Li
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.
CoRR
(2021)
Chengqi Zhao
,
Zhicheng Liu
,
Jian Tong
,
Tao Wang
,
Mingxuan Wang
,
Rong Ye
,
Qianqian Dong
,
Jun Cao
,
Lei Li
The Volctrans Neural Speech Translation System for IWSLT 2021.
IWSLT
(2021)
Tao Wang
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
,
Deyi Xiong
Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation.
CoRR
(2021)
Xiaohui Wang
,
Ying Xiong
,
Xian Qian
,
Yang Wei
,
Lei Li
,
Mingxuan Wang
LightSeq: Accelerated Training for Transformer-based Models on GPUs.
CoRR
(2021)
Lihua Qian
,
Yi Zhou
,
Zaixiang Zheng
,
Yaoming Zhu
,
Zehui Lin
,
Jiangtao Feng
,
Shanbo Cheng
,
Lei Li
,
Mingxuan Wang
,
Hao Zhou
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
WMT@EMNLP
(2021)
Zhiyuan Zeng
,
Jiaze Chen
,
Weiran Xu
,
Lei Li
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization.
EMNLP (1)
(2021)
Chengqi Zhao
,
Mingxuan Wang
,
Qianqian Dong
,
Rong Ye
,
Lei Li
NeurST: Neural Speech Translation Toolkit.
ACL (demo)
(2021)
Yukang Chen
,
Yanwei Li
,
Tao Kong
,
Lu Qi
,
Ruihang Chu
,
Lei Li
,
Jiaya Jia
Scale-Aware Automatic Augmentation for Object Detection.
CVPR
(2021)
Rong Ye
,
Mingxuan Wang
,
Lei Li
End-to-End Speech Translation via Cross-Modal Progressive Training.
Interspeech
(2021)
Zewei Sun
,
Mingxuan Wang
,
Lei Li
Multilingual Translation via Grafting Pre-trained Language Models.
EMNLP (Findings)
(2021)
Dongyu Ru
,
Changzhi Sun
,
Jiangtao Feng
,
Lin Qiu
,
Hao Zhou
,
Weinan Zhang
,
Yong Yu
,
Lei Li
Learning Logic Rules for Document-level Relation Extraction.
CoRR
(2021)
Xiao Pan
,
Mingxuan Wang
,
Liwei Wu
,
Lei Li
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation.
CoRR
(2021)
Qingnan Jiang
,
Mingxuan Wang
,
Jun Cao
,
Shanbo Cheng
,
Shujian Huang
,
Lei Li
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
EMNLP (1)
(2021)
Lihua Qian
,
Yi Zhou
,
Zaixiang Zheng
,
Yaoming Zhu
,
Zehui Lin
,
Jiangtao Feng
,
Shanbo Cheng
,
Lei Li
,
Mingxuan Wang
,
Hao Zhou
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
CoRR
(2021)
Jingjing Xu
,
Hao Zhou
,
Chun Gan
,
Zaixiang Zheng
,
Lei Li
Vocabulary Learning via Optimal Transport for Neural Machine Translation.
ACL/IJCNLP (1)
(2021)
Yiming Li
,
Tao Kong
,
Ruihang Chu
,
Yifeng Li
,
Peng Wang
,
Lei Li
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation.
IROS
(2021)
Changzhi Sun
,
Xinbo Zhang
,
Jiangjie Chen
,
Chun Gan
,
Yuanbin Wu
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
Probabilistic Graph Reasoning for Natural Proof Generation.
ACL/IJCNLP (Findings)
(2021)
Yijun Wang
,
Changzhi Sun
,
Yuanbin Wu
,
Hao Zhou
,
Lei Li
,
Junchi Yan
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction.
EACL
(2021)
Yaoming Zhu
,
Jiangtao Feng
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
Counter-Interference Adapter for Multilingual Machine Translation.
EMNLP (Findings)
(2021)
Xiaohui Wang
,
Ying Xiong
,
Yang Wei
,
Mingxuan Wang
,
Lei Li
LightSeq: A High Performance Inference Library for Transformers.
NAACL-HLT (Industry Papers)
(2021)
Liwei Wu
,
Shanbo Cheng
,
Mingxuan Wang
,
Lei Li
Language Tags Matter for Zero-Shot Neural Machine Translation.
CoRR
(2021)
Yunfei Li
,
Tao Kong
,
Lei Li
,
Yifeng Li
,
Yi Wu
Learning to Design and Construct Bridge without Blueprint.
IROS
(2021)
Tao Wang
,
Chengqi Zhao
,
Mingxuan Wang
,
Lei Li
,
Hang Li
,
Deyi Xiong
Secoco: Self-Correcting Encoding for Neural Machine Translation.
EMNLP (Findings)
(2021)
Zehui Lin
,
Liwei Wu
,
Mingxuan Wang
,
Lei Li
Learning Language Specific Sub-network for Multilingual Machine Translation.
CoRR
(2021)
Qianqian Dong
,
Rong Ye
,
Mingxuan Wang
,
Hao Zhou
,
Shuang Xu
,
Bo Xu
,
Lei Li
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation.
AAAI
(2021)
Changzhi Sun
,
Xinbo Zhang
,
Jiangjie Chen
,
Chun Gan
,
Yuanbin Wu
,
Jiaze Chen
,
Hao Zhou
,
Lei Li
Probabilistic Graph Reasoning for Natural Proof Generation.
CoRR
(2021)