Hand-Free Speech Recognition in Adverse Environment with Microphone Arrays. - Zhuo Wang; Peng Li 030; Shuwu Zhang; Bo Xu 002 (J. Chin. Lang. Comput., 2004)

A Novel Noise Robust Front-End Using First Order VTS in Construction of Mel-Warped Wiener Filter. - Mu Su; Peng Li 030; Zhuo Wang; Peng Ding 003; Bo Xu 002 (ICASSP (1), 2006)

Multi-Pitch Detection for Co-Channel Speech Utilizing Frequency Channel Piecewise Integration and Morphological Feedback Verification Tracking. - Yong Guan; Peng Li 030; Wenju Liu; Bo Xu 002 (ISCSLP, 2006)

Monaural Speech Separation Based on Computational Auditory Scene Analysis and Objective Quality Assessment of Speech. - Peng Li 030; Yong Guan; Bo Xu 002; Wenju Liu (IEEE Trans. Speech Audio Process., 2006)

An effective microphone array post-filter in arbitrary environments. - Ning Cheng 001; Wenju Liu; Peng Li 030; Bo Xu 002 (INTERSPEECH, 2008)

Microphone Array Post-Filter Based on Auditory Filtering. - Peng Li 030; Fengchai Liao; Ning Cheng 001; Bo Xu 002; Wenju Liu (ISCSLP, 2008)

Multipitch Detection Based on Weighted Summary Correlogram. - Xueliang Zhang 001; Wenju Liu; Peng Li 030; Bo Xu 002 (ISCSLP, 2008)

Clustering to Find Exemplar Terms for Keyphrase Extraction. - Zhiyuan Liu 001; Peng Li 030; Yabin Zheng; Maosong Sun 001 (EMNLP, 2009)

Monaural voiced speech segregation based on elaborate harmonic grouping strategy. - Xueliang Zhang 001; Wenju Liu; Peng Li 030; Bo Xu 002 (ICASSP, 2009)

Content-based and Graph-based Tag Suggestion. - Xiance Si; Zhiyuan Liu 001; Peng Li 030; Qixia Jiang; Maosong Sun 001 (DC@PKDD/ECML, 2009)

Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm. - Peng Li 030; Maosong Sun 001; Ping Xue 002 (COLING (Posters), 2010)

Monaural speech separation based on MAXVQ and CASA for robust speech recognition. - Peng Li 030; Yong Guan; Shijin Wang 001; Bo Xu 002; Wenju Liu (Comput. Speech Lang., 2010)

Monaural voiced speech segregation based on elaborate harmonic grouping strategies. - Wenju Liu; Xueliang Zhang 001; Wei Jiang 030; Peng Li 030; Bo Xu 002 (Sci. China Inf. Sci., 2011)

A Beam Search Algorithm for ITG Word Alignment. - Peng Li 030; Yang Liu 005; Maosong Sun 001 (COLING (Posters), 2012)

An Extended GHKM Algorithm for Inducing Lambda-SCFG. - Peng Li 030; Yang Liu 005; Maosong Sun 001 (AAAI, 2013)

Recursive Autoencoders for ITG-Based Translation. - Peng Li 030; Yang Liu 005; Maosong Sun 001 (EMNLP, 2013)

A Neural Reordering Model for Phrase-based Translation. - Peng Li 030; Yang Liu 005; Maosong Sun 001; Tatsuya Izuha; Dakun Zhang (COLING, 2014)

Generating Semantic Concept Map for MOOCs. - Zhuoxuan Jiang; Peng Li 030; Yan Zhang 004; Xiaoming Li 001 (EDM, 2016)

Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation. - Jie Zhou 025; Ying Cao; Xuguang Wang; Peng Li 030; Wei Xu 017 (Trans. Assoc. Comput. Linguistics, 2016)

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. - Xu Han 007; Pengfei Yu; Zhiyuan Liu 001; Maosong Sun 001; Peng Li 030 (EMNLP, 2018)

Towards Fine-grained Text Sentiment Transfer. - Fuli Luo; Peng Li 030; Pengcheng Yang; Jie Zhou 016; Yutong Tan; Baobao Chang; Zhifang Sui; Xu Sun 001 (ACL (1), 2019)

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation. - Shuming Ma; Pengcheng Yang; Tianyu Liu 001; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL (1), 2019)

DocRED: A Large-Scale Document-Level Relation Extraction Dataset. - Yuan Yao 013; Deming Ye; Peng Li 030; Xu Han 007; Yankai Lin; Zhenghao Liu 001; Zhiyuan Liu 001; Lixin Huang; Jie Zhou 016; Maosong Sun 001 (ACL (1), 2019)

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. - Tianyu Gao 001; Xu Han 007; Hao Zhu 006; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (EMNLP/IJCNLP (1), 2019)

NumNet: Machine Reading Comprehension with Numerical Reasoning. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016; Zhiyuan Liu 001 (EMNLP/IJCNLP (1), 2019)

HMEAE: Hierarchical Modular Event Argument Extraction. - Xiaozhi Wang; Ziqi Wang 003; Xu Han 007; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Maosong Sun 001; Jie Zhou 016; Xiang Ren 001 (EMNLP/IJCNLP (1), 2019)

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. - Fuli Luo; Peng Li 030; Jie Zhou 016; Pengcheng Yang; Baobao Chang; Xu Sun 001; Zhifang Sui (IJCAI, 2019)

Adversarial Training for Weakly Supervised Event Detection. - Xiaozhi Wang; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Peng Li 030 (NAACL-HLT (1), 2019)

Option Comparison Network for Multiple-choice Reading Comprehension. - Qiu Ran; Peng Li 030; Weiwei Hu; Jie Zhou 016 (CoRR, 2019)

Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. - Deli Chen; Xiaoqian Liu; Yankai Lin; Peng Li 030; Jie Zhou 016; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. - Deli Chen; Yankai Lin; Wei Li 101; Peng Li 030; Jie Zhou 016; Xu Sun 001 (AAAI, 2020)

DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog. - Feilong Chen; Fandong Meng; Jiaming Xu 001; Peng Li 030; Bo Xu 002; Jie Zhou 016 (AAAI, 2020)

Continual Relation Learning via Episodic Memory Activation and Reconsolidation. - Xu Han 007; Yi Dai; Tianyu Gao 001; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL, 2020)

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (ACL, 2020)

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation. - Xiuyi Chen; Fandong Meng; Peng Li 030; Feilong Chen; Shuang Xu; Bo Xu 002; Jie Zhou 016 (EMNLP (1), 2020)

Disentangle-based Continual Graph Representation Learning. - Xiaoyu Kou; Yankai Lin; Shaobo Liu; Peng Li 030; Jie Zhou 016; Yan Zhang 004 (EMNLP (1), 2020)

Learning from Context or Names? An Empirical Study on Neural Relation Extraction. - Hao Peng 015; Tianyu Gao 001; Xu Han 007; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (1), 2020)

MAVEN: A Massive General Domain Event Detection Dataset. - Xiaozhi Wang; Ziqi Wang 003; Xu Han 007; Wangyi Jiang; Rong Han; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Yankai Lin; Jie Zhou 016 (EMNLP (1), 2020)

Coreferential Reasoning Learning for Language Representation. - Deming Ye; Yankai Lin; Jiaju Du; Zhenghao Liu 001; Peng Li 030; Maosong Sun 001; Zhiyuan Liu 001 (EMNLP (1), 2020)

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. - Xu Han 007; Tianyu Gao 001; Yankai Lin; Hao Peng 015; Yaoliang Yang; Chaojun Xiao; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (AACL/IJCNLP, 2020)

Neural Gibbs Sampling for Joint Event Argument Extraction. - Xiaozhi Wang; Shengyu Jia; Xu Han 007; Zhiyuan Liu 001; Juanzi Li; Peng Li 030; Jie Zhou 016 (AACL/IJCNLP, 2020)

WeChat Neural Machine Translation Systems for WMT20. - Fandong Meng; Jianhao Yan; Yijin Liu; Yuan Gao; Xianfeng Zeng; Qinsong Zeng; Peng Li 030; Ming Chen; Jie Zhou 016; Sifan Liu; Hao Zhou 012 (WMT@EMNLP, 2020)

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. - YuSheng Su; Xu Han 007; Zhengyan Zhang; Peng Li 030; Zhiyuan Liu 001; Yankai Lin; Jie Zhou 016; Maosong Sun 001 (CoRR, 2020)

MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (CoRR, 2020)

Distance-wise Graph Contrastive Learning. - Deli Chen; Yanyai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Accelerating Pre-trained Language Models via Calibrated Cascade. - Lei Li 039; Yankai Lin; Shuhuai Ren; Deli Chen; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. - Huimin Chen; Yankai Lin; Fanchao Qi; Jinyi Hu; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (AAAI, 2021)

Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information. - Qiu Ran; Yankai Lin; Peng Li 030; Jie Zhou 016 (AAAI, 2021)

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog. - Feilong Chen; Xiuyi Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Unsupervised Knowledge Selection for Dialogue Generation. - Xiuyi Chen; Feilong Chen; Fandong Meng; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation. - Feilong Chen; Fandong Meng; Xiuyi Chen; Peng Li 030; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. - Tianyu Gao 001; Xu Han 007; Yuzhuo Bai; Keyue Qiu; Zhiyu Xie 001; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL/IJCNLP (Findings), 2021)

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. - Yujia Qin; Yankai Lin; Ryuichi Takanobu; Zhiyuan Liu 001; Peng Li 030; Heng Ji 001; Minlie Huang; Maosong Sun 001; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

CLEVE: Contrastive Pre-training for Event Extraction. - Ziqi Wang 003; Xiaozhi Wang; Xu Han 007; Yankai Lin; Lei Hou 001; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

Rethinking Stealthiness of Backdoor Attack against NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (ACL/IJCNLP (1), 2021)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao 005; Kai Sun; Wenzheng Feng; Wei Xu 017; Shulin Cao; Kaisheng Zeng; Zijun Yao 002; Lei Hou 001; et al. (CIKM, 2021)

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. - Lei Li 039; Yankai Lin; Deli Chen; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2021)

Dynamic Knowledge Distillation for Pre-trained Language Models. - Lei Li 039; Yankai Lin; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models. - Wenkai Yang; Yankai Lin; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (1), 2021)

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. - Yuan Yao 013; Jiaju Du; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Jie Zhou 016; Maosong Sun 001 (EMNLP (1), 2021)

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (NAACL-HLT, 2021)

Topology-Imbalance Learning for Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Guangxiang Zhao; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2021)

WeChat Neural Machine Translation Systems for WMT21. - Xianfeng Zeng; Yijin Liu; Ernan Li; Qiu Ran; Fandong Meng; Peng Li 030; Jinan Xu; Jie Zhou 016 (WMT@EMNLP, 2021)

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. - Yusheng Su; Xu Han 007; Zhengyan Zhang; Yankai Lin; Peng Li 030; Zhiyuan Liu 001; Jie Zhou 016; Maosong Sun 001 (AI Open, 2021)

CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models. - YuSheng Su; Xu Han 007; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001 (CoRR, 2021)

MoEfication: Conditional Computation of Transformer Models for Efficient Inference. - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; YuSheng Su; Yankai Lin; Ning Ding 002; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

On Transferability of Prompt Tuning for Natural Language Understanding. - YuSheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

Model Uncertainty-Aware Knowledge Amalgamation for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2021)

MS-Ranker: Accumulating evidence from potentially correct candidates via reinforcement learning for answer selection. - Yingxue Zhang 003; Fandong Meng; Peng Li 030; Ping Jian; Jie Zhou 016 (Neurocomputing, 2021)

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. - YuSheng Su; Xu Han 007; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Fully Hyperbolic Neural Networks. - Weize Chen; Xu Han 007; Yankai Lin; Hexu Zhao; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (1), 2022)

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation. - Pei Ke; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Xiaoyan Zhu 001; Minlie Huang (ACL (1), 2022)

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. - Xin Lv; Yankai Lin; Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (ACL (Findings), 2022)

ELLE: Efficient Lifelong Pre-training for Emerging Data. - Yujia Qin; Jiajie Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2022)

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. - Deming Ye; Yankai Lin; Peng Li 030; Maosong Sun 001; Zhiyuan Liu 001 (ACL (2), 2022)

Packed Levitated Marker for Entity and Relation Extraction. - Deming Ye; Yankai Lin; Peng Li 030; Maosong Sun 001 (ACL (1), 2022)

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2022)

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching. - Chi Chen 005; Peng Li 030; Maosong Sun 001; Yang Liu 005 (EMNLP, 2022)

Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation. - Kaiyu Huang; Peng Li 030; Jin Ma 003; Yang Liu 005 (EMNLP, 2022)

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. - Lan Jiang; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Rui Jiang (EMNLP, 2022)

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. - Lei Li 039; Yankai Lin; Xuancheng Ren; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2022)

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. - Xiaozhi Wang; Yulin Chen; Ning Ding 002; Hao Peng 015; Zimu Wang; Yankai Lin; Xu Han 007; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (EMNLP, 2022)

A Template-based Method for Constrained Neural Machine Translation. - Shuo Wang 013; Peng Li 030; Zhixing Tan; Zhaopeng Tu; Maosong Sun 001; Yang Liu 005 (EMNLP, 2022)

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (IJCAI, 2022)

Knowledge Inheritance for Pre-trained Language Models. - Yujia Qin; Yankai Lin; Jing Yi; Jiajie Zhang; Xu Han 007; Zhengyan Zhang; Yusheng Su; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (NAACL-HLT, 2022)

On Transferability of Prompt Tuning for Natural Language Processing. - Yusheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Huadong Wang; Kaiyue Wen; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; et al. (NAACL-HLT, 2022)

Manual-Guided Dialogue for Flexible Conversational Agents. - Ryuichi Takanobu; Hao Zhou 012; Yankai Lin; Peng Li 030; Jie Zhou 016; Minlie Huang (CoRR, 2022)

Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation. - Yuanchi Zhang; Peng Li 030; Maosong Sun 001; Yang Liu 005 (CoRR, 2022)

Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation. - Xuancheng Huang; Zijun Liu; Peng Li 030; Maosong Sun 001; Yang Liu 005 (CoRR, 2022)

Weakly Supervised Vision-and-Language Pre-training with Relative Representations. - Chi Chen 005; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2023)

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks. - Zhicheng Guo; Sijie Cheng; Yile Wang 001; Peng Li 030; Yang Liu 005 (ACL (Findings), 2023)

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation. - Xuancheng Huang; Zijun Liu; Peng Li 030; Tao Li; Maosong Sun 001; Yang Liu 005 (ACL (1), 2023)

Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation. - Kaiyu Huang; Peng Li 030; Jin Ma 003; Ting Yao; Yang Liu 005 (ACL (1), 2023)

Continual Knowledge Distillation for Neural Machine Translation. - Yuanchi Zhang; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2023)

Plug-and-Play Knowledge Injection for Pre-trained Language Models. - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Huadong Wang; Deming Ye; Chaojun Xiao; Xu Han 007; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (1), 2023)

Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models. - Qinhong Zhou; Zonghan Yang; Peng Li 030; Yang Liu 005 (ACL (1), 2023)

Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts. - Jifan Yu; Hanming Li; Gan Luo; Yankai Lin; Peng Li 030; Jianjun Xu; Lei Hou 001; Bin Xu 001 (APWeb/WAIM (4), 2023)

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation. - Kaiyu Huang; Peng Li 030; Junpeng Liu 002; Maosong Sun 001; Yang Liu 005 (EMNLP, 2023)

Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions. - Ziyue Wang 002; Chi Chen 005; Peng Li 030; Yang Liu 005 (EMNLP (Findings), 2023)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models. - Yile Wang 001; Peng Li 030; Maosong Sun 001; Yang Liu 005 (EMNLP (Findings), 2023)

Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation. - Zeyuan Yang 002; Peng Li 030; Yang Liu 005 (EMNLP, 2023)

Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization. - Zonghan Yang; Xiaoyuan Yi; Peng Li 030; Yang Liu 005; Xing Xie 001 (ICLR, 2023)

Improving Adversarial Robustness of Deep Equilibrium Models with Explicit Regulations Along the Neural Dynamics. - Zonghan Yang; Peng Li 030; Tianyu Pang; Yang Liu 005 (ICML, 2023)

Learning to Relate to Previous Turns in Conversational Search. - Fengran Mo; Jian-Yun Nie; Kaiyu Huang; Kelong Mao; Yutao Zhu 001; Peng Li 030; Yang Liu 005 (KDD, 2023)

Restricted Orthogonal Gradient Projection for Continual Learning. - Zeyuan Yang 002; Zonghan Yang; Peng Li 030; Yang Liu 005 (CoRR, 2023)

Improving Adversarial Robustness of DEQs with Explicit Regulations Along the Neural Dynamics. - Zonghan Yang; Peng Li 030; Tianyu Pang; Yang Liu 005 (CoRR, 2023)

Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models. - Chi Chen 005; Ruoyu Qin; Fuwen Luo; Xiaoyue Mi; Peng Li 030; Maosong Sun 001; Yang Liu 005 (CoRR, 2023)

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf. - Yuzhuang Xu; Shuo Wang 013; Peng Li 030; Fuwen Luo; Xiaolong Wang 014; Weidong Liu; Yang Liu 005 (CoRR, 2023)

Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization. - Zijun Liu; Yanzhe Zhang; Peng Li 030; Yang Liu 005; Diyi Yang (CoRR, 2023)

Can Vision-Language Models Think from a First-Person Perspective? - Sijie Cheng; Zhicheng Guo; Jingwen Wu; Kechen Fang; Peng Li 030; Huaping Liu 001; Yang Liu 005 (CoRR, 2023)

Topology-Preserving Adversarial Training. - Xiaoyue Mi; Fan Tang; Yepeng Weng; Danding Wang; Juan Cao 001; Sheng Tang; Peng Li 030; Yang Liu 005 (CoRR, 2023)

Adversarial Robust Memory-Based Continual Learner. - Xiaoyue Mi; Fan Tang; Zonghan Yang; Danding Wang; Juan Cao 001; Peng Li 030; Yang Liu 005 (CoRR, 2023)

When to Trust Aggregated Gradients: Addressing Negative Client Sampling in Federated Learning. - Wenkai Yang; Yankai Lin; Guangxiang Zhao; Peng Li 030; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2023)

Restricted orthogonal gradient projection for continual learning. - Zeyuan Yang 002; Zonghan Yang; Yichen Liu; Peng Li 030; Yang Liu 005 (AI Open, 2023)

AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation. - Qinhong Zhou; Peng Li 030; Yang Liu 005; Yuyang Guan; Qizhou Xing; Ming Chen; Maosong Sun 001; Yang Liu 005 (AI Open, 2023)

Model Composition for Multimodal Large Language Models. - Chi Chen 005; Yiyang Du; Zheng Fang; Ziyue Wang 002; Fuwen Luo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models. - Zhicheng Guo; Sijie Cheng; Hao Wang 139; Shihao Liang; Yujia Qin; Peng Li 030; Zhiyuan Liu 001; Maosong Sun 001; Yang Liu 005 (ACL (Findings), 2024)

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. - An Liu; Zonghan Yang; Zhenhe Zhang; Qingyuan Hu; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (ACL (Findings), 2024)

CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models. - Fuwen Luo; Chi Chen 005; Zihao Wan; Zhaolu Kang; Qidong Yan; Yingjie Li; Xiaolong Wang 014; Siyu Wang; Ziyue Wang 002; Xiaoyue Mi; Peng Li 030; Ning Ma; et al. (ACL (1), 2024)

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion. - Ziyue Wang 002; Chi Chen 005; Yiqi Zhu; Fuwen Luo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models. - Xiaolong Wang 014; Yile Wang 001; Yuanchi Zhang; Fuwen Luo; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages. - Yuanchi Zhang; Yile Wang 001; Zijun Liu; Shuo Wang 013; Xiaolong Wang 014; Peng Li 030; Maosong Sun 001; Yang Liu 005 (ACL (1), 2024)

Budget-Constrained Tool Learning with Planning. - Yuanhang Zheng; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (ACL (Findings), 2024)

Topology-preserving Adversarial Training for Alleviating Natural Accuracy Degradation. - Xiaoyue Mi; Fan Tang; Yepeng Weng; Danding Wang; Juan Cao 001; Sheng Tang; Peng Li 030; Yang Liu 005 (BMVC, 2024)

DEEM: Dynamic Experienced Expert Modeling for Stance Detection. - Xiaolong Wang 014; Yile Wang 001; Sijie Cheng; Peng Li 030; Yang Liu 005 (LREC/COLING, 2024)

Pluggable Neural Machine Translation Models via Memory-augmented Adapters. - Yuzhuang Xu; Shuo Wang 013; Peng Li 030; Xuebo Liu 002; Xiaolong Wang 014; Weidong Liu; Yang Liu 005 (LREC/COLING, 2024)

EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models. - Sijie Cheng; Zhicheng Guo; Jingwen Wu; Kechen Fang; Peng Li 030; Huaping Liu 001; Yang Liu 005 (CVPR, 2024)

FuseGen: PLM Fusion for Data-generation based Zero-shot Learning. - Tianyuan Zou; Yang Liu 005; Peng Li 030; Jianqing Zhang; Jingjing Liu; Ya-Qin Zhang (EMNLP, 2024)

Position: Towards Unified Alignment Between Agents, Humans, and Environment. - Zonghan Yang; An Liu; Zijun Liu; Kaiming Liu; Fangzhou Xiong; Yile Wang 001; Zeyuan Yang 002; Qingyuan Hu; Xinrui Chen; Zhenhe Zhang; Fuwen Luo; Zhicheng Guo; et al. (ICML, 2024)

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models. - Yile Wang 001; Sijie Cheng; Zixin Sun; Peng Li 030; Yang Liu 005 (CoRR, 2024)

Towards Unified Alignment Between Agents, Humans, and Environment. - Zonghan Yang; An Liu; Zijun Liu; Kaiming Liu; Fangzhou Xiong; Yile Wang 001; Zeyuan Yang 002; Qingyuan Hu; Xinrui Chen; Zhenhe Zhang; Fuwen Luo; Zhicheng Guo; et al. (CoRR, 2024)

Scaffolding Coordinates to Promote Vision-Language Coordination in Large Multi-Modal Models. - Xuanyu Lei; Zonghan Yang; Xinrui Chen; Peng Li 030; Yang Liu 005 (CoRR, 2024)

Meta Ranking: Less Capable Language Models are Capable for Single Response Judgement. - Zijun Liu; Boqun Kou; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2024)

ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy. - Zonghan Yang; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2024)

Visual-Friendly Concept Protection via Selective Adversarial Perturbations. - Xiaoyue Mi; Fan Tang; Juan Cao 001; Peng Li 030; Yang Liu 005 (CoRR, 2024)

ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models. - Ziyue Wang 002; Chi Chen 005; Fuwen Luo; Yurui Dong; Yuanchi Zhang; Yuzhuang Xu; Xiaolong Wang 014; Peng Li 030; Yang Liu 005 (CoRR, 2024)

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding. - Junming Lin; Zheng Fang; Chi Chen 005; Zihao Wan; Fuwen Luo; Peng Li 030; Yang Liu 005; Maosong Sun 001 (CoRR, 2024)

AIGS: Generating Science from AI-Powered Automated Falsification. - Zijun Liu; Kaiming Liu; Yiqi Zhu; Xuanyu Lei; Zonghan Yang; Zhenhe Zhang; Peng Li 030; Yang Liu 005 (CoRR, 2024)

Interactive Visual Assessment for Text-to-Image Generation Models. - Xiaoyue Mi; Fan Tang; Juan Cao 001; Qiang Sheng 001; Ziyao Huang; Peng Li 030; Yang Liu 005; Tong-Yee Lee (CoRR, 2024)

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; Yusheng Su; Yankai Lin; Ning Ding 002; Jing Yi; Weize Chen; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Gradual Syntactic Label Replacement for Language Model Pre-Training. - Yile Wang 001; Yue Zhang 004; Peng Li 030; Yang Liu 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Black-Box Prompt Tuning With Subspace Learning. - Yuanhang Zheng; Zhixing Tan; Peng Li 030; Yang Liu 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Leveraging Language-based Representations for Better Solving Symbol-related Problems with Large Language Models. - Yile Wang 001; Sijie Cheng; Zixin Sun; Peng Li 030; Yang Liu 005 (COLING, 2025)

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization. - Yiyang Du; Xiaochen Wang 002; Chi Chen 005; Jiabo Ye; Yiru Wang; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Zhifang Sui; Maosong Sun 001; Yang Liu 005 (CVPR, 2025)

Perspective Transition of Large Language Models for Solving Subjective Tasks. - Xiaolong Wang 014; Yuanchi Zhang; Ziyue Wang 002; Yuzhuang Xu; Fuwen Luo; Yile Wang 001; Peng Li 030; Yang Liu 005 (CoRR, 2025)

Enhancing Language Multi-Agent Learning with Multi-Agent Credit Re-Assignment for Interactive Environment Generalization. - Zhitao He 001; Zijun Liu; Peng Li 030; May Fung; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond. - Xiaoye Qu; Yafu Li; Zhaochen Su; Weigao Sun; Jianhao Yan; Dongrui Liu; Ganqu Cui; Daizong Liu; Shuxian Liang; Junxian He; Peng Li 030; Wei Wei 002; et al. (CoRR, 2025)

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding. - Fuwen Luo; Shengfeng Lou; Chi Chen 005; Ziyue Wang 002; Chenliang Li; Weizhou Shen; Jiyue Guo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration. - Zijun Liu; Zhennan Wan; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. - Xuanyu Lei; Chenliang Li; Yuning Wu 001; Kaiming Liu; Weizhou Shen; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)