Efficient realization of frequently used bijections on cube-connected cycles. - Zhiyong Liu; Qun Liu 001; Xiang Zhang (J. Comput. Sci. Technol., 1995)

TransEasy: A Chinese-English Machine Translation System Based on Hybrid Approach. - Qun Liu 001; Shiwen Yu (AMTA, 1998)

Automatic extraction of lexical relations from Chinese machine readable dictionary. - Sujian Li; Qun Liu 001; Shuo Bai; Xueqi Cheng (SMC, 2001)

Automatic Recognition of Chinese Unknown Words Based on Roles Tagging. - Kevin Zhang; Qun Liu 001; Hao Zhang 048; Xueqi Cheng (SIGHAN@COLING, 2002)

基於《知網》的辭彙語義相似度計算 (Word Similarity Computing Based on How-net). - Qun Liu 001; Sujian Li (Int. J. Comput. Linguistics Chin. Lang. Process., 2002)

Semantic Computation in a Chinese Question-Answering System. - Sujian Li; Jian Zhang 003; Huang Xiong; Shuo Bai; Qun Liu 001 (J. Comput. Sci. Technol., 2002)

Chinese Lexical Analysis Using Hierarchical Hidden Markov Model. - Huaping Zhang; Qun Liu 001; Xueqi Cheng; Hao Zhang 048; Hongkui Yu (SIGHAN, 2003)

HHMM-based Chinese Lexical Analyzer ICTCLAS. - Huaping Zhang; Hongkui Yu; Deyi Xiong; Qun Liu 001 (SIGHAN, 2003)

Chinese Named Entity Recognition Using Role Model. - Huaping Zhang; Qun Liu 001; Hongkui Yu; Xueqi Cheng; Shuo Bai (Int. J. Comput. Linguistics Chin. Lang. Process., 2003)

Tagging Complex NEs with MaxEnt Models: Layered Structures Versus Extended Tagset. - Deyi Xiong; Hongkui Yu; Qun Liu 001 (IJCNLP, 2004)

An EBMT system based on word alignment. - Hongxu Hou; Dan Dang; Gang Zou; Hongkui Yu; Yang Liu 005; Deyi Xiong; Qun Liu 001 (IWSLT, 2004)

Log-Linear Models for Word Alignment. - Yang Liu 005; Qun Liu 001; Shouxun Lin (ACL, 2005)

Adaptive Policy Trigger Mechanism for OBSS. - Dan Feng 001; Lingfang Zeng; Fang Wang 001; Lingjun Qin; Qun Liu 001 (AINA, 2005)

Lexicalized Beam Thresholding Parsing with Prior and Boundary Estimates. - Deyi Xiong; Qun Liu 001; Shouxun Lin (CICLing, 2005)

Geographic Information Systems Grid. - Dan Feng 001; Lingfang Zeng; Fang Wang 001; Degang Liu; Fayong Zhang; Lingjun Qin; Qun Liu 001 (EGC, 2005)

Parsing the Penn Chinese Treebank with Semantic Knowledge. - Deyi Xiong; Shuanglong Li; Qun Liu 001; Shouxun Lin; Yueliang Qian (IJCNLP, 2005)

A Multi-aligner for Japanese-Chinese Parallel Corpora. - Yujie Zhang; Qun Liu 001; Qing Ma; Hitoshi Isahara (MTSummit, 2005)

Holistic Load Balancing Strategy and Practice in Object Storage System. - Dan Feng 001; Lingfang Zeng; Lingjun Qin; Qun Liu 001 (SKG, 2005)

Tree-to-String Alignment Template for Statistical Machine Translation. - Yang Liu 005; Qun Liu 001; Shouxun Lin (ACL, 2006)

Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation. - Deyi Xiong; Qun Liu 001; Shouxun Lin (ACL, 2006)

Acquiring Translational Equivalence from a Japanese-Chinese Parallel Corpus. - Yujie Zhang; Qing Ma; Qun Liu 001; Wenliang Chen; Hitoshi Isahara (ICCPOL, 2006)

An Approximate Analytic Performance Model of Object-Based Storage. - Qun Liu 001; Dan Feng 001 (ICCSA (1), 2006)

DOE and ANOVA based Performance Influencing Factor Analysis for Evaluation of Speech Recognition Systems. - Xiangdong Wang; Feng Xie; Shouxun Lin; Yueliang Qian; Qun Liu 001 (ISCSLP, 2006)

Motion and Gray Based Automatic Road Segment Method MGARS in Urban Traffic Surveillance. - Hong Liu 007; Jintao Li 001; Yueliang Qian; Shouxun Lin; Qun Liu 001 (IWICPAS, 2006)

A Framework for Accessing General Object Storage. - Qun Liu 001; Dan Feng 001; Lingjun Qin; Lingfang Zeng (IWNAS, 2006)

Storage challenge - HUSt: a heterogeneous unified storage system for GIS grid. - Lingfang Zeng; Ke Zhou 001; Zhan Shi 001; Dan Feng 001; Fang Wang 001; Changsheng Xie; Zhitang Li; Zhanwu Yu; Jianya Gong; Qiang Cao 001; Zhongying Niu; Lingjun Qin; et al. (SC, 2006)

Forest-to-String Statistical Translation Rules. - Yang Liu 005; Yun Huang; Qun Liu 001; Shouxun Lin (ACL, 2007)

Improving Statistical Machine Translation Performance by Training Data Selection and Optimization. - Yajuan Lü; Jin Huang; Qun Liu 001 (EMNLP-CoNLL, 2007)

The PICA Framework for Performance Analysis of Pattern Recognition Systems and Its Application in Broadcast News Segmentation. - Xiangdong Wang; Meiyin Li; Shouxun Lin; Yueliang Qian; Qun Liu 001 (IEA/AIE, 2007)

The ICT statistical machine translation systems for IWSLT 2007. - Zhongjun He; Haitao Mi; Yang Liu 005; Deyi Xiong; Weihua Luo; Yun Huang; Zhixiang Ren; Yajuan Lü; Qun Liu 001 (IWSLT, 2007)

Shadow Elimination in Traffic Video Segmentation. - Hong Liu 007; Jintao Li 001; Qun Liu 001; Yueliang Qian (MVA, 2007)

A Dependency Treelet String Correspondence Model for Statistical Machine Translation. - Deyi Xiong; Qun Liu 001; Shouxun Lin (WMT@ACL, 2007)

HTRDP evaluations on Chinese information processing and intelligent human-machine interface. - Qun Liu 001; Xiangdong Wang; Hong Liu 007; Le Sun 001; Sheng Tang; Deyi Xiong; Hongxu Hou; Yuanhua Lv; Wenbo Li; Shouxun Lin; Yueliang Qian (Frontiers Comput. Sci. China, 2007)

Partial Matching Strategy for Phrase-based Statistical Machine Translation. - Zhongjun He; Qun Liu 001; Shouxun Lin (ACL (2), 2008)

A Cascaded Linear Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. - Wenbin Jiang 002; Liang Huang 001; Qun Liu 001; Yajuan Lü (ACL, 2008)

Forest-Based Translation. - Haitao Mi; Liang Huang 001; Qun Liu 001 (ACL, 2008)

Improving Statistical Machine Translation using Lexicalized Rule Selection. - Zhongjun He; Qun Liu 001; Shouxun Lin (COLING, 2008)

Word Lattice Reranking for Chinese Word Segmentation and Part-of-Speech Tagging. - Wenbin Jiang 002; Haitao Mi; Qun Liu 001 (COLING, 2008)

Maximum Entropy based Rule Selection Model for Syntax-based Statistical Machine Translation. - Qun Liu 001; Zhongjun He; Yang Liu 005; Shouxun Lin (EMNLP, 2008)

Fast commercial detection based on audio retrieval. - Dan Zhao; Xiangdong Wang; Yueliang Qian; Qun Liu 001; Shouxun Lin (ICME, 2008)

Refinements in BTG-based Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haitao Mi; Qun Liu 001; Shouxun Lin (IJCNLP, 2008)

The Maximum Entropy based Rule Selection Model for Statistical Machine Translation (Invited Paper). - Qun Liu 001; Zhongjun He (ISUC, 2008)

The ICT system description for IWSLT 2008. - Yang Liu 005; Zhongjun He; Haitao Mi; Yun Huang; Yang Feng 004; Wenbin Jiang 002; Yajuan Lü; Qun Liu 001 (IWSLT, 2008)

ICT-Crossn: The System of Cross-lingual Information Retrieval of ICT in NTCIR-7. - Weihua Luo; Tian Xia 004; Ji Guo; Qun Liu 001 (NTCIR, 2008)

Robust Multi-Target Tracking Using Mean Shift and Particle Filter with Target Model Update. - Hong Liu 007; Jintao Li 001; Yueliang Qian; Qun Liu 001 (VISAPP (2), 2008)

Reducing SMT Rule Table with Monolingual Key Phrase. - Zhongjun He; Yao Meng; Yajuan Lü; Hao Yu 005; Qun Liu 001 (ACL/IJCNLP (2), 2009)

Automatic Adaptation of Annotation Standards: Chinese Word Segmentation and POS Tagging - A Case Study. - Wenbin Jiang 002; Liang Huang 001; Qun Liu 001 (ACL/IJCNLP, 2009)

Improving Tree-to-Tree Translation with Packed Forests. - Yang Liu 005; Yajuan Lü; Qun Liu 001 (ACL/IJCNLP, 2009)

Joint Decoding with Multiple Translation Models. - Yang Liu 005; Haitao Mi; Yang Feng 004; Qun Liu 001 (ACL/IJCNLP, 2009)

Sub-Sentence Division for Tree-Based Machine Translation. - Hao Xiong; Wenwen Xu; Haitao Mi; Yang Liu 005; Qun Liu 001 (ACL/IJCNLP (2), 2009)

Lattice-based System Combination for Statistical Machine Translation. - Yang Feng 004; Yang Liu 005; Haitao Mi; Qun Liu 001; Yajuan Lü (EMNLP, 2009)

Bilingually-Constrained (Monolingual) Shift-Reduce Parsing. - Liang Huang 001; Wenbin Jiang 002; Qun Liu 001 (EMNLP, 2009)

Weighted Alignment Matrices for Statistical Machine Translation. - Yang Liu 005; Tian Xia 004; Xinyan Xiao; Qun Liu 001 (EMNLP, 2009)

Improved Reordering Rules for Hierarchical Phrase-Based Translation. - Shu Cai; Yajuan Lü; Qun Liu 001 (IALP, 2009)

Automatic Adaptation of Annotation Standards for Dependency Parsing ? Using Projected Treebank as Source Corpus. - Wenbin Jiang 002; Qun Liu 001 (IWPT, 2009)

The ICT statistical machine translation systems for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yajuan Lü; Qun Liu 001 (IWSLT, 2009)

The ICT statistical machine translation system for the IWSLT 2009. - Haitao Mi; Yang Liu 005; Tian Xia 004; Xinyan Xiao; Yang Feng 004; Jun Xie; Hao Xiong; Zhaopeng Tu; Daqi Zheng; Yanjuan Lu; Qun Liu 001 (IWSLT (Evaluation Campaign), 2009)

Introduction to China's CWMT2008 Machine Translation Evaluation. - Hongmei Zhao; Jun Xie; Qun Liu 001; Yajuan Lü; Dongdong Zhang 001; Mu Li 001 (MTSummit, 2009)

Improving Statistical Machine Translation Using Domain Bilingual Multiword Expressions. - Zhixiang Ren; Yajuan Lü; Jie Cao; Qun Liu 001; Yun Huang (MWE@IJCNLP, 2009)

Forest-Based Semantic Role Labeling. - Hao Xiong; Haitao Mi; Yang Liu 005; Qun Liu 001 (AAAI, 2010)

Dependency Parsing and Projection Based on Word-Pair Classification. - Wenbin Jiang 002; Qun Liu 001 (ACL, 2010)

Constituency to Dependency Translation with Forests. - Haitao Mi; Qun Liu 001 (ACL, 2010)

Learning Lexicalized Reordering Models from Reordering Graphs. - Jinsong Su; Yang Liu 005; Yajuan Lü; Haitao Mi; Qun Liu 001 (ACL (2), 2010)

Better Filtration and Augmentation for Hierarchical Phrase-Based Translation Rules. - Zhiyang Wang; Yajuan Lv; Qun Liu 001; Young-Sook Hwang (ACL (2), 2010)

An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation. - Yang Feng 004; Haitao Mi; Yang Liu 005; Qun Liu 001 (COLING (Posters), 2010)

Effective Constituent Projection across Languages. - Wenbin Jiang 002; Yajuan Lv; Yang Liu 005; Qun Liu 001 (COLING (Posters), 2010)

Joint Parsing and Translation. - Yang Liu 005; Qun Liu 001 (COLING, 2010)

Machine Translation with Lattices and Forests. - Haitao Mi; Liang Huang 001; Qun Liu 001 (COLING (Posters), 2010)

Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation. - Jinsong Su; Yang Liu 005; Haitao Mi; Hongmei Zhao; Yajuan Lv; Qun Liu 001 (COLING (Posters), 2010)

Dependency Forest for Statistical Machine Translation. - Zhaopeng Tu; Yang Liu 005; Young-Sook Hwang; Qun Liu 001; Shouxun Lin (COLING, 2010)

Joint Tokenization and Translation. - Xinyan Xiao; Yang Liu 005; Young-Sook Hwang; Qun Liu 001; Shouxun Lin (COLING, 2010)

Conditional Random Fields for Machine Translation System Combination. - Tian Xia 004; Shandian Zhe; Qun Liu 001 (IALP, 2010)

A Combination of Statistical and Rule-Based Approach for Mongolian Lexical Analysis. - Lili Zhao; Jia Men; Congpin Zhang; Qun Liu 001; Wenbin Jiang 002; Jinxing Wu; Qing Chang (IALP, 2010)

A fixed-point decoding approach for statistical machine translation on mobile terminals. - Xiang Li 104; Jinan Xu; Wenbin Jiang 002; Qun Liu 001; Yajuan Lü (IUCS, 2010)

Multilingual Machine Translation system. - Yajuan Lü; Yang Liu 005; Qun Liu 001 (IUCS, 2010)

The ICT statistical machine translation system for IWSLT 2010. - Hao Xiong; Jun Xie; Hui Yu 010; Kai Liu; Wei Luo; Haitao Mi; Yang Liu 005; Yajuan Lü; Qun Liu 001 (IWSLT, 2010)

Statistical Translation Model Based On Source Syntax Structure. - Qun Liu 001; Yang Liu 005; Haitao Mi (PACLIC, 2010)

Discriminative Word Alignment by Linear Modeling. - Yang Liu 005; Qun Liu 001; Shouxun Lin (Comput. Linguistics, 2010)

Adjoining Tree-to-String Translation. - Yang Liu 005; Qun Liu 001; Yajuan Lü (ACL, 2011)

ETS: An Error Tolerable System for Coreference Resolution. - Hao Xiong; Linfeng Song; Fandong Meng; Yang Liu 005; Qun Liu 001; Yajuan Lv (CoNLL Shared Task, 2011)

Relaxed Cross-lingual Projection of Constituent Syntax. - Wenbin Jiang 002; Qun Liu 001; Yajuan Lv (EMNLP, 2011)

Fast Generation of Translation Forest for Large-Scale SMT Discriminative Training. - Xinyan Xiao; Yang Liu 005; Qun Liu 001; Shouxun Lin (EMNLP, 2011)

A novel dependency-to-string model for statistical machine translation. - Jun Xie; Haitao Mi; Qun Liu 001 (EMNLP, 2011)

An Orientation Model for Hierarchical Phrase-Based Translation. - Xinyan Xiao; Jinsong Su; Yang Liu 005; Qun Liu 001; Shouxun Lin (IALP, 2011)

Extracting Hierarchical Rules from a Weighted Alignment Matrix. - Zhaopeng Tu; Yang Liu 005; Qun Liu 001; Shouxun Lin (IJCNLP, 2011)

Bagging-based System Combination for Domain Adaption. - Linfeng Song; Haitao Mi; Yajuan Lü; Qun Liu 001 (MTSummit, 2011)

Multi-granularity Word Alignment and Decoding for Agglutinative Language Translation. - Zhiyang Wang; Yajuan Lü; Qun Liu 001 (MTSummit, 2011)

Maximum Rank Correlation Training for Statistical Machine Translation. - Daqi Zheng; Yifan He 007; Yang Liu 005; Qun Liu 001 (MTSummit, 2011)

The ICT's Patent MT System Description for NTCIR-9. - Hao Xiong; Linfeng Song; Fandong Meng; Yajuan Lü; Qun Liu 001 (NTCIR, 2011)

Conditional Random Fields for Machine Translation System Combination. - Tian Xia 004; Shandian Zhe; Jinsong Su; Qun Liu 001 (Int. J. Asian Lang. Process., 2011)

Introduction to the Special Issue on Chinese Language Processing. - Keh-Jiann Chen; Qun Liu 001; Nianwen Xue; Le Sun 001 (ACM Trans. Asian Lang. Inf. Process., 2011)

Hierarchical Chunk-to-String Translation. - Yang Feng 004; Dongdong Zhang 001; Mu Li 001; Qun Liu 001 (ACL (1), 2012)

Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. - Jinsong Su; Hua Wu 003; Haifeng Wang 001; Yidong Chen 001; Xiaodong Shi; Huailin Dong; Qun Liu 001 (ACL (1), 2012)

Identifying High-Impact Sub-Structures for Convolution Kernels in Document-level Sentiment Classification. - Zhaopeng Tu; Yifan He 007; Jennifer Foster; Josef van Genabith; Qun Liu 001; Shouxun Lin (ACL (2), 2012)

A Topic Similarity Model for Hierarchical Phrase-based Translation. - Xinyan Xiao; Deyi Xiong; Min Zhang 005; Qun Liu 001; Shouxun Lin (ACL (1), 2012)

Discriminative Boosting from Dictionary and Raw Text - A Novel Approach to Build A Chinese Word Segmenter. - Fandong Meng; Wenbin Jiang 002; Hao Xiong; Qun Liu 001 (COLING (Posters), 2012)

Combining Multiple Alignments to Improve Machine Translation. - Zhaopeng Tu; Yang Liu 005; Yifan He 007; Josef van Genabith; Qun Liu 001; Shouxun Lin (COLING (Posters), 2012)

System Combination with Extra Alignment Information. - Xiaofeng Wu; Tsuyoshi Okita 002; Josef van Genabith; Qun Liu 001 (AML@COLING, 2012)

Unsupervised Discriminative Induction of Synchronous Grammar for Machine Translation. - Xinyan Xiao; Deyi Xiong; Yang Liu 005; Qun Liu 001; Shouxun Lin (COLING, 2012)

ICT: System Description for CoNLL-2012. - Hao Xiong; Qun Liu 001 (EMNLP-CoNLL Shared Task, 2012)

Left-to-Right Tree-to-String Decoding with Prediction. - Yang Feng 004; Yang Liu 005; Qun Liu 001; Trevor Cohn (EMNLP-CoNLL, 2012)

Iterative Annotation Transformation with Predict-Self Reestimation for Chinese Word Segmentation. - Wenbin Jiang 002; Fandong Meng; Qun Liu 001; Yajuan Lü (EMNLP-CoNLL, 2012)

An Approach to N-Gram Language Model Evaluation in Phrase-Based Statistical Machine Translation. - Jinsong Su; Qun Liu 001; Huailin Dong; Yidong Chen 001; Xiaodong Shi (IALP, 2012)

ICT: A Translation based Method for Cross-lingual Textual Entailment. - Fandong Meng; Hao Xiong; Qun Liu 001 (SemEval@NAACL-HLT, 2012)

ICT: A System Combination for Chinese Semantic Dependency Parsing. - Hao Xiong; Qun Liu 001 (SemEval@NAACL-HLT, 2012)

Bilingual Lexical Cohesion Trigger Model for Document-Level Machine Translation. - Guosheng Ben; Deyi Xiong; Zhiyang Teng; Yajuan Lü; Qun Liu 001 (ACL (2), 2013)

Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study. - Wenbin Jiang 002; Meng Sun; Yajuan Lü; Yating Yang; Qun Liu 001 (ACL (1), 2013)

Iterative Transformation of Annotation Guidelines for Constituency Parsing. - Xiang Li 104; Wenbin Jiang 002; Yajuan Lü; Qun Liu 001 (ACL (2), 2013)

Bilingually-Guided Monolingual Dependency Grammar Induction. - Kai Liu; Yajuan Lü; Wenbin Jiang 002; Qun Liu 001 (ACL (1), 2013)

A Novel Graph-based Compact Representation of Word Alignment. - Qun Liu 001; Zhaopeng Tu; Shouxun Lin (ACL (2), 2013)

Stem Translation with Affix-Based Rule Selection for Agglutinative Languages. - Zhiyang Wang; Yajuan Lü; Meng Sun; Qun Liu 001 (ACL (2), 2013)

Translation with Source Constituency and Dependency Trees. - Fandong Meng; Jun Xie; Linfeng Song; Yajuan Lü; Qun Liu 001 (EMNLP, 2013)

Improving Alignment of System Combination by Using Multi-objective Optimization. - Tian Xia 004; Zongcheng Ji; Shaodan Zhai; Yidong Chen 001; Qun Liu 001; Shaojun Wang (EMNLP, 2013)

Rule Refinement for Spoken Language Translation by Retrieving the Missing Translation of Content Words. - Linfeng Song; Jun Xie; Xing Wang 007; Yajuan Lv; Qun Liu 001 (IALP, 2013)

Modeling Lexical Cohesion for Document-Level Machine Translation. - Deyi Xiong; Guosheng Ben; Min Zhang 005; Yajuan Lv; Qun Liu 001 (IJCAI, 2013)

A Topic-Triggered Language Model for Statistical Machine Translation. - Heng Yu 006; Jinsong Su; Yajuan Lv; Qun Liu 001 (IJCNLP, 2013)

Machine Translation in CNGL II. - Qun Liu 001 (MTSummit (European projects), 2013)

A Simple, Fast Strategy for Weighted Alignment Hypergraph. - Zhaopeng Tu; Jun Xie; Yajuan Lv; Qun Liu 001 (NLPCC, 2013)

Shallow Semantically-Informed PBSMT and HPBSMT. - Tsuyoshi Okita 002; Qun Liu 001; Josef van Genabith (WMT@ACL, 2013)

The CNGL-DCU-Prompsit Translation Systems for WMT13. - Raphaël Rubino; Antonio Toral; Santiago Cortes Vaíllo; Jun Xie; Xiaofeng Wu; Stephen Doherty; Qun Liu 001 (WMT@ACL, 2013)

DCU Participation in WMT2013 Metrics Task. - Xiaofeng Wu; Hui Yu 010; Qun Liu 001 (WMT@ACL, 2013)

Joint Morphological Generation and Syntactic Linearization. - Linfeng Song; Yue Zhang 004; Kai Song; Qun Liu 001 (AAAI, 2014)

A discriminative framework of integrating translation memory features into SMT. - Liangyou Li; Andy Way; Qun Liu 001 (AMTA, 2014)

Review and analysis of China workshop on machine translation 2013 evaluation. - Sitong Yang; Heng Yu 006; Hongmei Zhao; Qun Liu 001; Yajuan Lü (AMTA, 2014)

A probabilistic feature-based fill-up for SMT. - Jian Zhang 003; Liangyou Li; Andy Way; Qun Liu 001 (AMTA, 2014)

Unsupervised Joint Monolingual Character Alignment and Word Segmentation. - Zhiyang Teng; Hao Xiong; Qun Liu 001 (CCL, 2014)

A Dependency Edge-based Transfer Model for Statistical Machine Translation. - Hongshen Chen; Jun Xie; Fandong Meng; Wenbin Jiang 002; Qun Liu 001 (COLING, 2014)

Annotation Adaptation and Language Adaptation in NLP. - Qun Liu 001 (COLING, 2014)

Augment Dependency-to-String Translation with Fixed and Floating Structures. - Jun Xie; Jinan Xu; Qun Liu 001 (COLING, 2014)

A Structured Language Model for Incremental Tree-to-String Translation. - Heng Yu 006; Haitao Mi; Liang Huang 001; Qun Liu 001 (COLING, 2014)

RED: A Reference Dependency Based MT Evaluation Metric. - Hui Yu 010; Xiaofeng Wu; Jun Xie; Wenbin Jiang 002; Qun Liu 001; Shouxun Lin (COLING, 2014)

Active Learning for Post-Editing Based Incrementally Retrained MT. - Aswarth Abhilash Dara; Josef van Genabith; Qun Liu 001; John Judge; Antonio Toral (EACL, 2014)

Modeling Term Translation for Document-informed Machine Translation. - Fandong Meng; Deyi Xiong; Wenbin Jiang 002; Qun Liu 001 (EMNLP, 2014)

Syntactic SMT Using a Discriminative Text Generation Model. - Yue Zhang 004; Kai Song; Linfeng Song; Jingbo Zhu; Qun Liu 001 (EMNLP, 2014)

A Novel Rule Refinement Method for SMT through Simulated Post-Editing. - Sitong Yang; Heng Yu 006; Qun Liu 001 (NLPCC, 2014)

A NLP System of DCUMT in NTCIR-11 MedNLP-2: RNN for ICD/Time Entity Recognition and ICD Classification Tasks. - Tsuyoshi Okita 002; Qun Liu 001 (NTCIR, 2014)

The Question Answering System of DCUMT in NTCIR-11 QALab. - Tsuyoshi Okita 002; Qun Liu 001 (NTCIR, 2014)

Transformation and Decomposition for Efficiently Implementing and Improving Dependency-to-String Model In Moses. - Liangyou Li; Jun Xie; Andy Way; Qun Liu 001 (SSST@EMNLP, 2014)

DCU Terminology Translation System for Medical Query Subtask at WMT14. - Tsuyoshi Okita 002; Ali Hosseinzadeh Vahid; Andy Way; Qun Liu 001 (WMT@ACL, 2014)

Parallel FDA5 for Fast Deployment of Accurate Statistical Machine Translation Systems. - Ergun Biçici; Qun Liu 001; Andy Way (WMT@ACL, 2014)

The DCU-ICTCAS MT system at WMT 2014 on German-English Translation Task. - Liangyou Li; Xiaofeng Wu; Santiago Cortes Vaíllo; Jun Xie; Andy Way; Qun Liu 001 (WMT@ACL, 2014)

DCU-Lingo24 Participation in WMT 2014 Hindi-English Translation task. - Xiaofeng Wu; Rejwanul Haque; Tsuyoshi Okita 002; Piyush Arora; Andy Way; Qun Liu 001 (WMT@ACL, 2014)

RED, The DCU-CASICT Submission of Metrics Tasks. - Xiaofeng Wu; Hui Yu 010; Qun Liu 001 (WMT@ACL, 2014)

Topic-Based Dissimilarity and Sensitivity Models for Translation Rule Selection. - Min Zhang 005; Xinyan Xiao; Deyi Xiong; Qun Liu 001 (J. Artif. Intell. Res., 2014)

Encoding Source Language with Convolutional Neural Network for Machine Translation. - Fandong Meng; Zhengdong Lu; Mingxuan Wang; Hang Li 001; Wenbin Jiang 002; Qun Liu 001 (ACL (1), 2015)

genCNN: A Convolutional Architecture for Word Sequence Prediction. - Mingxuan Wang; Zhengdong Lu; Hang Li 001; Wenbin Jiang 002; Qun Liu 001 (ACL (1), 2015)

The DCU Discourse Parser: A Sense Classification Task. - Tsuyoshi Okita 002; Longyue Wang; Qun Liu 001 (CoNLL Shared Task, 2015)

The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense Classification. - Longyue Wang; Chris Hokamp; Tsuyoshi Okita 002; Xiaojun Zhang; Qun Liu 001 (CoNLL Shared Task, 2015)

HandyCAT - An Open-Source Platform for CAT Tool Research. - Chris Hokamp; Qun Liu 001 (EAMT, 2015)

Benchmarking SMT Performance for Farsi Using the TEP++ Corpus. - Peyman Passban; Andy Way; Qun Liu 001 (EAMT, 2015)

Dependency Graph-to-String Translation. - Liangyou Li; Andy Way; Qun Liu 001 (EMNLP, 2015)

Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction. - Wenbin Jiang 002; Qun Liu 001; Thepchai Supnithi (IJCAI, 2015)

Syntax-Based Deep Matching of Short Texts. - Mingxuan Wang; Zhengdong Lu; Hang Li 001; Qun Liu 001 (IJCAI, 2015)

Bilingual distributed phrase representations for statistical machin translation. - Peyman Passban; Chris Hokamp; Qun Liu 001 (MTSummit, 2015)

ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics. - Ergun Biçici; Qun Liu 001; Andy Way (WMT@EMNLP, 2015)

Referential Translation Machines for Predicting Translation Quality and Related Statistics. - Ergun Biçici; Qun Liu 001; Andy Way (WMT@EMNLP, 2015)

MT Tuning on RED: A Dependency-Based Evaluation Metric. - Liangyou Li; Hui Yu 010; Qun Liu 001 (WMT@EMNLP, 2015)

CASICT-DCU Participation in WMT2015 Metrics Task. - Hui Yu 010; Qingsong Ma; Xiaofeng Wu; Qun Liu 001 (WMT@EMNLP, 2015)

A Comparative Study of Online Translation Services for Cross Language Information Retrieval. - Ali Hosseinzadeh Vahid; Piyush Arora; Qun Liu 001; Gareth J. F. Jones (WWW (Companion Volume), 2015)

Automatic Adaptation of Annotations. - Wenbin Jiang 002; Yajuan Lü; Liang Huang 001; Qun Liu 001 (Comput. Linguistics, 2015)

Neural Transformation Machine: A New Architecture for Sequence-to-Sequence Learning. - Fandong Meng; Zhengdong Lu; Zhaopeng Tu; Hang Li 001; Qun Liu 001 (CoRR, 2015)

genCNN: A Convolutional Architecture for Word Sequence Prediction. - Mingxuan Wang; Zhengdong Lu; Hang Li 001; Wenbin Jiang 002; Qun Liu 001 (CoRR, 2015)

An Automatic Machine Translation Evaluation Metric Based on Dependency Parsing Model. - Hui Yu 010; Xiaofeng Wu; Wenbin Jiang 002; Qun Liu 001; Shouxun Lin (CoRR, 2015)

Improve the Evaluation of Translation Fluency by Using Entropy of Matched Sub-segments. - Hui Yu 010; Xiaofeng Wu; Wenbin Jiang 002; Qun Liu 001; Shouxun Lin (CoRR, 2015)

Graph-Based Translation Via Graph Segmentation. - Liangyou Li; Andy Way; Qun Liu 001 (ACL (1), 2016)

Phrase-Level Combination of SMT and TM Using Constrained Word Lattice. - Liangyou Li; Andy Way; Qun Liu 001 (ACL (2), 2016)

Is Local Window Essential for Neural Network Based Chinese Word Segmentation? - Jinchao Zhang 001; Fandong Meng; Mingxuan Wang; Daqi Zheng; Wenbin Jiang 002; Qun Liu 001 (CCL, 2016)

Interactive Attention for Neural Machine Translation. - Fandong Meng; Zhengdong Lu; Hang Li 001; Qun Liu 001 (COLING, 2016)

Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings. - Peyman Passban; Qun Liu 001; Andy Way (COLING, 2016)

Topic-Informed Neural Machine Translation. - Jian Zhang 003; Liangyou Li; Andy Way; Qun Liu 001 (COLING, 2016)

Fast Gated Neural Domain Adaptation: Language Model as a Case Study. - Jian Zhang 003; Xiaofeng Wu; Andy Way; Qun Liu 001 (COLING, 2016)

A subtree-based factorization of dependency parsing. - Qiuye Zhao; Qun Liu 001 (COLING, 2016)

Combining Translation Memories and Syntax-Based SMT: Experiments with Real Industrial Data. - Liangyou Li; Carla Parra Escartín; Qun Liu 001 (EAMT, 2016)

Improving Phrase-Based SMT Using Cross-Granularity Embedding Similarity. - Peyman Passban; Chris Hokamp; Andy Way; Qun Liu 001 (EAMT, 2016)

Neural Network for Heterogeneous Annotations. - Hongshen Chen; Yue Zhang 004; Qun Liu 001 (EMNLP, 2016)

Memory-enhanced Decoder for Neural Machine Translation. - Mingxuan Wang; Zhengdong Lu; Hang Li 001; Qun Liu 001 (EMNLP, 2016)

Variational Neural Discourse Relation Recognizer. - Biao Zhang 002; Deyi Xiong; Jinsong Su; Qun Liu 001; Rongrong Ji; Hong Duan; Min Zhang 005 (EMNLP, 2016)

Valence-arousal ratings prediction of Chinese words using similarity measures based on Word2Vec. - Chao-Hong Liu; Qun Liu 001; Ching-Hsien Lee (IALP, 2016)

Dropped pronoun generation for dialogue machine translation. - Longyue Wang; Xiaojun Zhang; Zhaopeng Tu; Hang Li 001; Qun Liu 001 (ICASSP, 2016)

Automatic Construction of Discourse Corpora for Dialogue Translation. - Longyue Wang; Xiaojun Zhang; Zhaopeng Tu; Andy Way; Qun Liu 001 (LREC, 2016)

ProphetMT: A Tree-based SMT-driven Controlled Language Authoring/Post-Editing Tool. - Xiaofeng Wu; Jinhua Du; Qun Liu 001; Andy Way (LREC, 2016)

Achieving Accurate Conclusions in Evaluation of Automatic Machine Translation Metrics. - Yvette Graham; Qun Liu 001 (HLT-NAACL, 2016)

Extending Phrase-Based Translation with Dependencies by Using Graphs. - Liangyou Li; Andy Way; Qun Liu 001 (SedMT@NAACL-HLT, 2016)

A Novel Approach to Dropped Pronoun Translation. - Longyue Wang; Zhaopeng Tu; Xiaojun Zhang; Hang Li 001; Andy Way; Qun Liu 001 (HLT-NAACL, 2016)

MaxSD: A Neural Machine Translation Evaluation Metric Optimized by Maximizing Similarity Distance. - Qingsong Ma; Fandong Meng; Daqi Zheng; Mingxuan Wang; Yvette Graham; Wenbin Jiang 002; Qun Liu 001 (NLPCC/ICCPOL, 2016)

A Dynamic Programming Approach to Improving Translation Memory Matching and Retrieval Using Paraphrases. - Rohit Gupta 007; Constantin Orasan; Qun Liu 001; Ruslan Mitkov (TSD, 2016)

Topic-based term translation models for statistical machine translation. - Deyi Xiong; Fandong Meng; Qun Liu 001 (Artif. Intell., 2016)

Combining translation memories and statistical machine translation using sparse features. - Liangyou Li; Carla Parra Escartín; Andy Way; Qun Liu 001 (Mach. Transl., 2016)

Boosting Neural POS Tagger for Farsi Using Morphological Information. - Peyman Passban; Qun Liu 001; Andy Way (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

A Semisupervised Tag-Transition-Based Markovian Model for Uyghur Morphology Analysis. - Eziz Tursun; Debasis Ganguly; Osman Turghun; Yating Yang; Ghalip Abdukerim; Junlin Zhou; Qun Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

Doubly-Attentive Decoder for Multi-modal Neural Machine Translation. - Iacer Calixto; Qun Liu 001; Nick Campbell 001 (ACL (1), 2017)

Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search. - Chris Hokamp; Qun Liu 001 (ACL (1), 2017)

Deep Neural Machine Translation with Linear Associative Unit. - Mingxuan Wang; Zhengdong Lu; Jie Zhou 016; Qun Liu 001 (ACL (1), 2017)

Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation. - Jinchao Zhang 001; Mingxuan Wang; Qun Liu 001; Jie Zhou 016 (ACL (1), 2017)

ENTF: An Entropy-Based MT Evaluation Metric. - Hui Yu 010; Weizhi Xu 001; Shouxun Lin; Qun Liu 001 (CWMT, 2017)

Improving Evaluation of Document-level Machine Translation Quality Estimation. - Yvette Graham; Qingsong Ma; Timothy Baldwin; Qun Liu 001; Carla Parra Escartín; Carolina Scarton (EACL (2), 2017)

If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking. - Dasha Bogdanova; Jennifer Foster; Daria Dzendzik; Qun Liu 001 (EACL (1), 2017)

Neural Automatic Post-Editing Using Prior Alignment and Reranking. - Santanu Pal; Sudip Kumar Naskar; Mihaela Vela; Qun Liu 001; Josef van Genabith (EACL (2), 2017)

Context-Aware Graph Segmentation for Graph-Based Translation. - Liangyou Li; Andy Way; Qun Liu 001 (EACL (2), 2017)

Incorporating Global Visual Features into Attention-based Neural Machine Translation. - Iacer Calixto; Qun Liu 001 (EMNLP, 2017)

Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation. - Qingsong Ma; Yvette Graham; Timothy Baldwin; Qun Liu 001 (EMNLP, 2017)

Exploiting Cross-Sentence Context for Neural Machine Translation. - Longyue Wang; Zhaopeng Tu; Andy Way; Qun Liu 001 (EMNLP, 2017)

ME-MD: An Effective Framework for Neural Machine Translation with Multiple Encoders and Decoders. - Jinchao Zhang 001; Qun Liu 001; Jie Zhou 016 (IJCAI, 2017)

ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task. - Daria Dzendzik; Alberto Poncelas; Carl Vogel; Qun Liu 001 (IJCNLP (Shared Tasks), 2017)

Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking. - Longyue Wang; Jinhua Du; Liangyou Li; Zhaopeng Tu; Andy Way; Qun Liu 001 (IJCNLP (System Demonstrations), 2017)

Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking. - Alfredo Maldonado; Lifeng Han; Erwan Moreau; Ashjan Alsulaimani; Koel Dutta Chowdhury; Carl Vogel; Qun Liu 001 (MWE@EACL, 2017)

Sentence-Level Multilingual Multi-modal Embedding for Natural Language Processing. - Iacer Calixto; Qun Liu 001 (RANLP, 2017)

Findings of the 2017 Conference on Machine Translation (WMT17). - Ondrej Bojar; Rajen Chatterjee; Christian Federmann; Yvette Graham; Barry Haddow; Shujian Huang; Matthias Huck; Philipp Koehn; Qun Liu 001; Varvara Logacheva; Christof Monz; Matteo Negri; et al. (WMT, 2017)

DCU System Report on the WMT 2017 Multi-modal Machine Translation Task. - Iacer Calixto; Koel Dutta Chowdhury; Qun Liu 001 (WMT, 2017)

Blend: a Novel Combined MT Metric Based on Direct Assessment - CASICT-DCU submission to WMT17 Metrics Task. - Qingsong Ma; Yvette Graham; Shugen Wang; Qun Liu 001 (WMT, 2017)

CASICT-DCU Neural Machine Translation Systems for WMT17. - Jinchao Zhang 001; Peerachet Porkaew; Jiawei Hu; Qiuye Zhao; Qun Liu 001 (WMT, 2017)

Incorporating Global Visual Features into Attention-Based Neural Machine Translation. - Iacer Calixto; Qun Liu 001; Nick Campbell 001 (CoRR, 2017)

Multilingual Multi-modal Embeddings for Natural Language Processing. - Iacer Calixto; Qun Liu 001; Nick Campbell 001 (CoRR, 2017)

CASICT Tibetan Word Segmentation System for MLWS2017. - Jiawei Hu; Qun Liu 001 (CoRR, 2017)

Editorial. - Qun Liu 001; Xiaodong He 001; Hermann Ney (Mach. Transl., 2017)

A novel and robust approach for pro-drop language translation. - Longyue Wang; Zhaopeng Tu; Xiaojun Zhang; Siyou Liu; Hang Li 001; Andy Way; Qun Liu 001 (Mach. Transl., 2017)

Providing Morphological Information for SMT Using Neural Networks. - Peyman Passban; Qun Liu 001; Andy Way (Prague Bull. Math. Linguistics, 2017)

Translating Low-Resource Languages by Vocabulary Adaptation from Close Counterparts. - Peyman Passban; Qun Liu 001; Andy Way (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2017)

Translating Pro-Drop Languages With Reconstruction Models. - Longyue Wang; Zhaopeng Tu; Shuming Shi 001; Tong Zhang 001; Yvette Graham; Qun Liu 001 (AAAI, 2018)

Multimodal Neural Machine Translation for Low-resource Language Pairs using Synthetic Data. - Koel Dutta Chowdhury; Mohammed Hasanuzzaman; Qun Liu 001 (DeepLo@ACL, 2018)

Knowledge Diffusion for Neural Dialogue Generation. - Shuman Liu; Hongshen Chen; Zhaochun Ren; Yang Feng 004; Qun Liu 001; Dawei Yin (ACL (1), 2018)

Tailoring Neural Architectures for Translating from Morphologically Rich Languages. - Peyman Passban; Andy Way; Qun Liu 001 (COLING, 2018)

Refining Source Representations with Relation Networks for Neural Machine Translation. - Wen Zhang 009; Jiawei Hu; Yang Feng 004; Qun Liu 001 (COLING, 2018)

Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism. - Longyue Wang; Zhaopeng Tu; Andy Way; Qun Liu 001 (EMNLP, 2018)

Speeding Up Neural Machine Translation Decoding by Cube Pruning. - Wen Zhang 009; Liang Huang 001; Yang Feng 004; Lei Shen 001; Qun Liu 001 (EMNLP, 2018)

Learning Tag Dependencies for Sequence Tagging. - Yuan Zhang 015; Hongshen Chen; Yihong Zhao 002; Qun Liu 001; Dawei Yin (IJCAI, 2018)

E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language. - Henry Elder; Sebastian Gehrmann; Alexander O'Connor; Qun Liu 001 (INLG, 2018)

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation. - Peyman Passban; Qun Liu 001; Andy Way (NAACL-HLT, 2018)

Understanding Meanings in Multilingual Customer Feedback. - Chao-Hong Liu; Declan Groves; Hayakawa Akira; Alberto Poncelas; Qun Liu 001 (CoRR, 2018)

Improving the Robustness of Speech Translation. - Xiang Li 104; Haiyang Xue; Wei Chen; Yang Liu 005; Yang Feng 004; Qun Liu 001 (CoRR, 2018)

Decomposable Neural Paraphrase Generation. - Zichao Li 001; Xin Jiang 002; Lifeng Shang; Qun Liu 001 (ACL (1), 2019)

Modeling Semantic Compositionality with Sememe Knowledge. - Fanchao Qi; Junjie Huang 003; Chenghao Yang 001; Zhiyuan Liu 001; Xiao Chen 012; Qun Liu 001; Maosong Sun 001 (ACL (1), 2019)

Bridging the Gap between Training and Inference for Neural Machine Translation. - Wen Zhang 009; Yang Feng 004; Fandong Meng; Di You; Qun Liu 001 (ACL (1), 2019)

ERNIE: Enhanced Language Representation with Informative Entities. - Zhengyan Zhang; Xu Han 007; Zhiyuan Liu 001; Xin Jiang 002; Maosong Sun 001; Qun Liu 001 (ACL (1), 2019)

Improving Domain Adaptation Translation with Domain Invariant and Specific Information. - Shuhao Gu; Yang Feng 004; Qun Liu 001 (NAACL-HLT (1), 2019)

Huawei's NMT Systems for the WMT 2019 Biomedical Translation Task. - Wei Peng 011; Jianfeng Liu 004; Liangyou Li; Qun Liu 001 (WMT (3), 2019)

Bilingual-GAN: A Step Towards Parallel Text Generation. - Ahmad Rashid; Alan Do-Omri; Md. Akmal Haidar; Qun Liu 001; Mehdi Rezagholizadeh (CoRR, 2019)

GPT-based Generation for Classical Chinese Poetry. - Yi Liao; Yasheng Wang; Qun Liu 001; Xin Jiang 002 (CoRR, 2019)

NEZHA: Neural Contextualized Representation for Chinese Language Understanding. - Junqiu Wei 001; Xiaozhe Ren; Xiaoguang Li; Wenyong Huang; Yi Liao; Yasheng Wang; Jiashu Lin; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (CoRR, 2019)

Enhancing Recurrent Neural Networks with Sememes. - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu 001; Cheng Yang 002; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack. - Yuan Zang; Chenghao Yang 001; Fanchao Qi; Zhiyuan Liu 001; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Pretrained Language Models for Document-Level Neural Machine Translation. - Liangyou Li; Xin Jiang 002; Qun Liu 001 (CoRR, 2019)

How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation? - Yun Chen 007; Liangyou Li; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (CoRR, 2019)

Zero-Shot Paraphrase Generation with Multilingual Language Models. - Yinpeng Guo; Yi Liao; Xin Jiang 002; Qing Zhang; Yibo Zhang; Qun Liu 001 (CoRR, 2019)

Learning to Predict Explainable Plots for Neural Story Generation. - Gang Chen 039; Yang Liu 107; Huanbo Luan; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

Multi-channel Reverse Dictionary Model. - Lei Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2019)

An error analysis for image-based multi-modal neural machine translation. - Iacer Calixto; Qun Liu 001 (Mach. Transl., 2019)

Machine Translation Evaluation Metric Based on Dependency Parsing Model. - Hui Yu 010; Weizhi Xu 001; Shouxun Lin; Qun Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Dialog State Tracking with Reinforced Data Augmentation. - Yichun Yin; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (AAAI, 2020)

Multi-Channel Reverse Dictionary Model. - Lei Zheng; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (AAAI, 2020)

Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order. - Yi Liao; Xin Jiang 002; Qun Liu 001 (ACL, 2020)

Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT. - Zhiyong Wu 003; Yun Chen 007; Ben Kao; Qun Liu 001 (ACL, 2020)

Word-level Textual Adversarial Attacking as Combinatorial Optimization. - Yuan Zang; Fanchao Qi; Chenghao Yang 001; Zhiyuan Liu 001; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (ACL, 2020)

Accurate Word Alignment Induction from Neural Machine Translation. - Yun Chen 007; Yang Liu 005; Guanhua Chen 001; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2020)

The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation. - Jie He 004; Tao Wang; Deyi Xiong; Qun Liu 001 (EMNLP (Findings), 2020)

Integrating Graph Contextualized Knowledge into Pre-trained Language Models. - Bin He 005; Di Zhou; Jinghui Xiao; Xin Jiang 002; Qun Liu 001; Nicholas Jing Yuan; Tong Xu 001 (EMNLP (Findings), 2020)

TinyBERT: Distilling BERT for Natural Language Understanding. - Xiaoqi Jiao; Yichun Yin; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Linlin Li 001; Fang Wang 001; Qun Liu 001 (EMNLP (Findings), 2020)

Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers. - Yimeng Wu; Peyman Passban; Mehdi Rezagholizadeh; Qun Liu 001 (EMNLP (1), 2020)

TernaryBERT: Distillation-aware Ultra-low Bit BERT. - Wei Zhang 196; Lu Hou 002; Yichun Yin; Lifeng Shang; Xiao Chen 012; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2020)

HyperText: Endowing FastText with Hyperbolic Geometry. - Yudong Zhu; Di Zhou; Jinghui Xiao; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (EMNLP (Findings), 2020)

From Unsupervised Machine Translation to Adversarial Text Generation. - Ahmad Rashid; Alan Do-Omri; Md. Akmal Haidar; Qun Liu 001; Mehdi Rezagholizadeh (ICASSP, 2020)

Bridging the Gap between Training and Inference for Neural Machine Translation (Extended Abstract). - Wen Zhang 009; Yang Feng 004; Qun Liu 001 (IJCAI, 2020)

A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation. - Yun Chen 007; Liangyou Li; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (AACL/IJCNLP, 2020)

DynaBERT: Dynamic BERT with Adaptive Width and Depth. - Lu Hou 002; Zhiqi Huang 001; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (NeurIPS, 2020)

The Solution of Huawei Cloud & Noah's Ark Lab to the NLPCC-2020 Challenge: Light Pre-Training Chinese Language Model for NLP Task. - Yuyang Zhang; Jintao Yu; Kai Wang; Yichun Yin; Cheng Chen; Qun Liu 001 (NLPCC (2), 2020)

Huawei's Submissions to the WMT20 Biomedical Translation Task. - Wei Peng 011; Jianfeng Liu 004; Minghan Wang; Liangyou Li; Xupeng Meng; Hao Yang 006; Qun Liu 001 (WMT@EMNLP, 2020)

PERQ: Predicting, Explaining, and Rectifying Failed Questions in KB-QA Systems. - Zhiyong Wu 003; Ben Kao; Tien-Hsuan Wu; Pengcheng Yin; Qun Liu 001 (WSDM, 2020)

Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation. - Wei Peng 011; Chongxuan Huang; Tianhao Li; Yun Chen 007; Qun Liu 001 (CoRR, 2020)

DynaBERT: Dynamic BERT with Adaptive Width and Depth. - Lu Hou 002; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2020)

Learning to Detect Unacceptable Machine Translations for Downstream Tasks. - Meng Zhang 019; Xin Jiang 002; Yang Liu 005; Qun Liu 001 (CoRR, 2020)

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling. - Shuai Zhang; Peng Zhang 002; Xindian Ma; Junqiu Wei 001; Ningning Wang; Qun Liu 001 (CoRR, 2020)

SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval. - Yang Bai 001; Xiaoguang Li; Gang Wang 056; Chaoliang Zhang; Lifeng Shang; Jun Xu 001; Zhaowei Wang; Fangshan Wang; Qun Liu 001 (CoRR, 2020)

KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning. - Bin He 005; Xin Jiang 002; Jinghui Xiao; Qun Liu 001 (CoRR, 2020)

PPKE: Knowledge Representation Learning by Path-based Pre-training. - Bin He 005; Di Zhou; Jing Xie 012; Jinghui Xiao; Xin Jiang 002; Qun Liu 001 (CoRR, 2020)

Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (CoRR, 2020)

BinaryBERT: Pushing the Limit of BERT Quantization. - Haoli Bai; Wei Zhang 196; Lu Hou 002; Lifeng Shang; Jing Jin; Xin Jiang 002; Qun Liu 001; Michael R. Lyu; Irwin King (CoRR, 2020)

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes. - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu 001; Cheng Yang 002; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions. - Shaobo Li 004; Xiaoguang Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Chengjie Sun; Zhenzhou Ji; Bingquan Liu (AAAI, 2021)

ALP-KD: Attention-Based Layer Projection for Knowledge Distillation. - Peyman Passban; Yimeng Wu; Mehdi Rezagholizadeh; Qun Liu 001 (AAAI, 2021)

Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? - Xuancheng Ren; Xu Sun 001; Houfeng Wang; Qun Liu 001 (AAAI, 2021)

BinaryBERT: Pushing the Limit of BERT Quantization. - Haoli Bai; Wei Zhang 196; Lu Hou 002; Lifeng Shang; Jin Jin; Xin Jiang 002; Qun Liu 001; Michael R. Lyu; Irwin King (ACL/IJCNLP (1), 2021)

HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. - Silin Gao; Ryuichi Takanobu; Wei Peng 011; Qun Liu 001; Minlie Huang (ACL/IJCNLP (Findings), 2021)

TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models. - Jie He 004; Bo Peng; Yi Liao; Qun Liu 001; Deyi Xiong (ACL/IJCNLP (1), 2021)

GhostBERT: Generate More Features with Cheap Operations for BERT. - Zhiqi Huang 001; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (ACL/IJCNLP (1), 2021)

A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering. - Zhihong Shao; Lifeng Shang; Qun Liu 001; Minlie Huang (ACL/IJCNLP (1), 2021)

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (ACL/IJCNLP (Findings), 2021)

AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models. - Yichun Yin; Cheng Chen; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (ACL/IJCNLP (1), 2021)

RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer. - Xingshan Zeng; Liangyou Li; Qun Liu 001 (ACL/IJCNLP (Findings), 2021)

Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation. - Meng Zhang 019; Liangyou Li; Qun Liu 001 (ACL/IJCNLP (Findings), 2021)

Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. - Huibin Ge; Chenxi Sun; Deyi Xiong; Qun Liu 001 (EMNLP (1), 2021)

Improving Unsupervised Question Answering via Summarization-Informed Question Generation. - Chenyang Lyu; Lifeng Shang; Yvette Graham; Jennifer Foster; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2021)

Revisiting Robust Neural Machine Translation: A Transformer Case Study. - Peyman Passban; Puneeth S. M. Saladi; Qun Liu 001 (EMNLP (Findings), 2021)

Generate & Rank: A Multi-task Framework for Math Word Problems. - Jianhao Shen; Yichun Yin; Lin Li; Lifeng Shang; Xin Jiang 002; Ming Zhang 004; Qun Liu 001 (EMNLP (Findings), 2021)

Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings. - Weixuan Wang; Wei Peng 011; Meng Zhang 019; Qun Liu 001 (EMNLP (1), 2021)

DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling. - Baojun Wang; Zhao Zhang; Kun Xu; Guang-Yuan Hao; Yuyang Zhang; Lifeng Shang; Linlin Li 001; Xiao Chen 012; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2021)

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training. - Minghao Wu; Yitong Li; Meng Zhang 019; Liangyou Li; Gholamreza Haffari; Qun Liu 001 (EMNLP (1), 2021)

Document Graph for Neural Machine Translation. - Mingzhou Xu; Liangyou Li; Derek F. Wong; Qun Liu 001; Lidia S. Chao (EMNLP (1), 2021)

Self-Supervised Quality Estimation for Machine Translation. - Yuanhang Zheng; Zhixing Tan; Meng Zhang 019; Mieradilijiang Maimaiti; Huanbo Luan; Maosong Sun 001; Qun Liu 001; Yang Liu 005 (EMNLP (1), 2021)

Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation. - Cheng Chen; Yichun Yin; Lifeng Shang; Zhi Wang; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (ICANN (3), 2021)

On Position Embeddings in BERT. - Benyou Wang; Lifeng Shang; Christina Lioma; Xin Jiang 002; Hao Yang 006; Qun Liu 001; Jakob Grue Simonsen (ICLR, 2021)

Reweighting Augmented Samples by Minimizing the Maximal Expected Loss. - Mingyang Yi; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Zhi-Ming Ma (ICLR, 2021)

Improved OOD Generalization via Adversarial Training and Pretraing. - Mingyang Yi; Lu Hou 002; Jiacheng Sun; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Zhiming Ma (ICML, 2021)

Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021. - Xingshan Zeng; Liangyou Li; Qun Liu 001 (IWSLT, 2021)

Huawei AARC's Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective. - Weixuan Wang; Wei Peng 011; Xupeng Meng; Qun Liu 001 (WMT@EMNLP, 2021)

NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation. - Meng Zhang 019; Minghao Wu; Pengfei Li; Liangyou Li; Qun Liu 001 (WMT@EMNLP, 2021)

Know what you don't need: Single-Shot Meta-Pruning for attention heads. - Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu 001; Qun Liu 001; Maosong Sun 001 (AI Open, 2021)

Training Multilingual Pre-trained Language Model with Byte-level Subwords. - Junqiu Wei 001; Qun Liu 001; Yinpeng Guo; Xin Jiang 002 (CoRR, 2021)

LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation. - Xiaoqi Jiao; Yichun Yin; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Linlin Li 001; Fang Wang 001; Qun Liu 001 (CoRR, 2021)

Dependency Graph-to-String Statistical Machine Translation. - Liangyou Li; Andy Way; Qun Liu 001 (CoRR, 2021)

An Approach to Improve Robustness of NLP Systems against ASR Errors. - Tong Cui; Jinghui Xiao; Liangyou Li; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

Improving Neural Machine Translation with Compact Word Embedding Tables. - Krtin Kumar; Mehdi Rezagholizadeh; Yiu Sing Lau; Qun Liu 001 (CoRR, 2021)

PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation. - Wei Zeng 006; Xiaozhe Ren; Teng Su; Hui Wang 030; Yi Liao; Zhiwei Wang; Xin Jiang 002; ZhenZhang Yang; Kaisheng Wang; Xiaoda Zhang; Chen Li 023; Ziyan Gong; et al. (CoRR, 2021)

Improved OOD Generalization via Adversarial Training and Pre-training. - Mingyang Yi; Lu Hou 002; Jiacheng Sun; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Zhi-Ming Ma (CoRR, 2021)

Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision. - Yinpeng Guo; Liangyou Li; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

Integrating Regular Expressions with Neural Networks via DFA. - Shaobo Li 004; Qun Liu 001; Xin Jiang 002; Yichun Yin; Chengjie Sun; Bingquan Liu; Zhenzhou Ji; Lifeng Shang (CoRR, 2021)

NumGPT: Improving Numeracy Ability of Generative Pre-trained Models. - Zhihua Jin; Xin Jiang 002; Xingbo Wang 001; Qun Liu 001; Yong Wang 021; Xiaozhe Ren; Huamin Qu (CoRR, 2021)

KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs. - Yinquan Lu; Haonan Lu; Guirong Fu; Qun Liu 001 (CoRR, 2021)

CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems. - Fei Mi; Yitong Li; Yasheng Wang; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

CCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation detection and diagnosis. - Nianzu Zheng; Liqun Deng; Wenyong Huang; Yu Ting Yeung; Baohua Xu; Yuanyuan Guo; Yasheng Wang; Xin Jiang 002; Qun Liu 001 (CoRR, 2021)

JABER: Junior Arabic BERt. - Abbas Ghaddar; Yimeng Wu; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; Qun Liu 001; et al. (CoRR, 2021)

LMTurk: Few-Shot Learners as Crowdsourcing Workers. - Mengjie Zhao; Fei Mi; Yasheng Wang; Minglei Li; Xin Jiang 002; Qun Liu 001; Hinrich Schütze (CoRR, 2021)

Improving task-agnostic BERT distillation with layer mapping search. - Xiaoqi Jiao; Huating Chang; Yichun Yin; Lifeng Shang; Xin Jiang 002; Xiao Chen 012; Linlin Li 001; Fang Wang 001; Qun Liu 001 (Neurocomputing, 2021)

Learning to Generate Explainable Plots for Neural Story Generation. - Gang Chen 039; Yang Liu 005; Huanbo Luan; Meng Zhang 019; Qun Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables. - Krtin Kumar; Peyman Passban; Mehdi Rezagholizadeh; Yiu Sing Lau; Qun Liu 001 (AAAI, 2022)

UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation. - Zhengkun Zhang; Xiaojun Meng; Yasheng Wang; Xin Jiang 002; Qun Liu 001; Zhenglu Yang (AAAI, 2022)

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues. - Xinyan Zhao; Bin He 005; Yasheng Wang; Yitong Li; Fei Mi; Yajiao Liu; Xin Jiang 002; Qun Liu 001; Huanhuan Chen (DialDoc@ACL, 2022)

Read before Generate! Faithful Long Form Question Answering with Machine Reading. - Dan Su 003; Xiaoguang Li; Jindi Zhang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Pascale Fung (ACL (Findings), 2022)

MTRec: Multi-Task Learning over BERT for News Recommendation. - Qiwei Bi; Jian Li 054; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Hanfang Yang (ACL (Findings), 2022)

bert2BERT: Towards Reusable Pretrained Language Models. - Cheng Chen; Yichun Yin; Lifeng Shang; Xin Jiang 002; Yujia Qin; Fengyu Wang; Zhi Wang; Xiao Chen 012; Zhiyuan Liu 001; Qun Liu 001 (ACL (1), 2022)

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation. - Wenliang Dai; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Pascale Fung (ACL (Findings), 2022)

Controlled Text Generation Using Dictionary Prior in Variational Autoencoders. - Xianghong Fang; Jian Li 054; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Dit-Yan Yeung (ACL (Findings), 2022)

Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. - Tianbo Ji; Yvette Graham; Gareth J. F. Jones; Chenyang Lyu; Qun Liu 001 (ACL (1), 2022)

How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis. - Shaobo Li 004; Xiaoguang Li; Lifeng Shang; Zhenhua Dong; Chengjie Sun; Bingquan Liu; Zhenzhou Ji; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2022)

Universal Conditional Masked Language Pre-training for Neural Machine Translation. - Pengfei Li; Liangyou Li; Meng Zhang 019; Minghao Wu; Qun Liu 001 (ACL (1), 2022)

MINER: Multi-Interest Matching Network for News Recommendation. - Jian Li 054; Jieming Zhu; Qiwei Bi; Guohao Cai; Lifeng Shang; Zhenhua Dong; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2022)

Compression of Generative Pre-trained Language Models via Quantization. - Chaofan Tao; Lu Hou 002; Wei Zhang 196; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Ping Luo 002; Ngai Wong 001 (ACL (1), 2022)

ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer. - Ningning Wang; Guobing Gan; Peng Zhang 002; Shuai Zhang; Victor Junqiu Wei; Qun Liu 001; Xin Jiang 002 (ACL (1), 2022)

Compilable Neural Code Generation with Compiler Feedback. - Xin Wang 114; Yasheng Wang; Yao Wan 001; Fei Mi; Yitong Li; Pingyi Zhou; Jin Liu 016; Hao Wu 010; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2022)

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation. - Meng Zhang 019; Liangyou Li; Qun Liu 001 (ACL (2), 2022)

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. - Jiawei Zhou 003; Xiaoguang Li; Lifeng Shang; Lan Luo; Ke Zhan; Enrui Hu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Fan Yu; Xin Jiang 002; Qun Liu 001; et al. (ACL (1), 2022)

CStory: A Chinese Large-scale News Storyline Dataset. - Kaijie Shi 001; Xiaozhi Wang; Jifan Yu; Lei Hou 001; Juanzi Li; Jingtong Wu; Dingyu Yong; Jinghui Xiao; Qun Liu 001 (CIKM, 2022)

Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation. - Yihe Wang; Yitong Li; Yasheng Wang; Fei Mi; Pingyi Zhou; Xin Wang 114; Jin Liu 016; Xin Jiang 002; Qun Liu 001 (COLING, 2022)

UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog. - Cheng Chen; Zhenshan Tan; Qingrong Cheng; Xin Jiang 002; Qun Liu 001; Yudong Zhu; Xiaodong Gu 001 (CVPR, 2022)

LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling. - Dongsheng Chen; Chaofan Tao; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (EMNLP, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Xinyu Duan; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (EMNLP, 2022)

FPT: Improving Prompt Tuning Efficiency via Progressive Training. - Yufei Huang 008; Yujia Qin; Huadong Wang; Yichun Yin; Maosong Sun 001; Zhiyuan Liu 001; Qun Liu 001 (EMNLP (Findings), 2022)

Pre-training Language Models with Deterministic Factual Knowledge. - Shaobo Li 004; Xiaoguang Li; Lifeng Shang; Chengjie Sun; Bingquan Liu; Zhenzhou Ji; Xin Jiang 002; Qun Liu 001 (EMNLP, 2022)

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. - Hao Peng 015; Xiaozhi Wang; Shengding Hu; Hailong Jin; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Qun Liu 001 (EMNLP, 2022)

G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks. - Zhongwei Wan; Yichun Yin; Wei Zhang 196; Jiaxin Shi; Lifeng Shang; Guangyong Chen; Xin Jiang 002; Qun Liu 001 (EMNLP, 2022)

Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (EMNLP (Findings), 2022)

SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training. - Wenyong Huang; Zhenhe Zhang; Yu Ting Yeung; Xin Jiang 002; Qun Liu 001 (ICLR, 2022)

Exploring extreme parameter compression for pre-trained language models. - Benyou Wang; Yuxin Ren; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (ICLR, 2022)

CoCA-MDD: A Coupled Cross-Attention based Framework for Streaming Mispronunciation Detection and Diagnosis. - Nianzu Zheng; Liqun Deng; Wenyong Huang; Yu Ting Yeung; Baohua Xu; Yuanyuan Guo; Yasheng Wang; Xiao Chen 012; Xin Jiang 002; Qun Liu 001 (INTERSPEECH, 2022)

FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. - Yinpeng Guo; Liangyou Li; Xin Jiang 002; Qun Liu 001 (NAACL-HLT (Findings), 2022)

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. - Mengjie Zhao; Fei Mi; Yasheng Wang; Minglei Li; Xin Jiang 002; Qun Liu 001; Hinrich Schütze (NAACL-HLT (Findings), 2022)

TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models. - Huibin Ge; Xiaohu Zhao; Chuang Liu 009; Yulong Zeng; Qun Liu 001; Deyi Xiong (NeurIPS, 2022)

Towards Identifying Social Bias in Dialog Systems: Frame, Datasets, and Benchmarks. - Jingyan Zhou; Jiawen Deng; Fei Mi; Yitong Li; Yasheng Wang; Minlie Huang; Xin Jiang 002; Qun Liu 001; Helen Meng (CoRR, 2022)

PANGUBOT: Efficient Generative Dialogue Pre-training from Pre-trained Language Model. - Fei Mi; Yitong Li; Yulong Zeng; Jingyan Zhou; Yasheng Wang; Chuanfei Xu; Lifeng Shang; Xin Jiang 002; Shiqi Zhao; Qun Liu 001 (CoRR, 2022)

Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding. - Abbas Ghaddar; Yimeng Wu; Sunyam Bagga; Ahmad Rashid; Khalil Bibi; Mehdi Rezagholizadeh; Chao Xing; Yasheng Wang; Duan Xinyu; Zhefeng Wang 001; Baoxing Huai; Xin Jiang 002; et al. (CoRR, 2022)

PERT: A New Solution to Pinyin to Character Conversion Task. - Jinghui Xiao; Qun Liu 001; Xin Jiang 002; Yuanfeng Xiong; Haiteng Wu; Zhe Zhang (CoRR, 2022)

PanGu-Coder: Program Synthesis with Function-Level Language Modeling. - Fenia Christopoulou; Gerasimos Lampouras; Milan Gritta; Guchun Zhang; Yinpeng Guo; Zhongqi Li; Qi Zhang; Meng Xiao; Bo Shen; Lin Li; Hao Yu 005; Li Yan; et al. (CoRR, 2022)

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages. - Xinyu Zhang 018; Nandan Thakur; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Mehdi Rezagholizadeh; Jimmy Lin (CoRR, 2022)

Retrieval-based Disentanglement with Distant Supervision. - Jiawei Zhou 003; Xiaoguang Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Lei Chen 002 (CoRR, 2022)

Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding. - Haoli Bai; Zhiguang Liu; Xiaojun Meng; Wentao Li; Shuang Liu; Nian Xie; Rongfu Zheng; Liangwei Wang 004; Lu Hou 002; Jiansheng Wei; Xin Jiang 002; Qun Liu 001 (CoRR, 2022)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Constructing Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (CoRR, 2022)

Dynamic Multi-Branch Layers for On-Device Neural Machine Translation. - Zhixing Tan; Zeyuan Yang 002; Meng Zhang 019; Qun Liu 001; Maosong Sun 001; Yang Liu 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

KPT: Keyword-Guided Pre-training for Grounded Dialog Generation. - Qi Zhu 007; Fei Mi; Zheng Zhang 020; Yasheng Wang; Yitong Li; Xin Jiang 002; Qun Liu 001; Xiaoyan Zhu 001; Minlie Huang (AAAI, 2023)

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions. - Hao Sun 012; Zhexin Zhang; Fei Mi; Yasheng Wang; Wei Liu 005; Jianwei Cui 002; Bin Wang 004; Qun Liu 001; Minlie Huang (ACL (1), 2023)

Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding. - Haoli Bai; Zhiguang Liu; Xiaojun Meng; Wentao Li; Shuang Liu; Yifeng Luo; Nian Xie; Rongfu Zheng; Liangwei Wang 004; Lu Hou 002; Jiansheng Wei; Xin Jiang 002; et al. (ACL (1), 2023)

mCLIP: Multilingual CLIP via Cross-lingual Transfer. - Guanhua Chen 001; Lu Hou 002; Yun Chen 007; Wenliang Dai; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Jia Pan 001; Wenping Wang 001 (ACL (1), 2023)

DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering. - Pei Ke; Fei Huang 005; Fei Mi; Yasheng Wang; Qun Liu 001; Xiaoyan Zhu 001; Minlie Huang (ACL (1), 2023)

NewsDialogues: Towards Proactive News Grounded Conversation. - Siheng Li; Yichun Yin; Cheng Yang 002; Wangjie Jiang; Yiwei Li; Zesen Cheng; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Yujiu Yang (ACL (Findings), 2023)

AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models. - Siheng Li; Cheng Yang 002; Yichun Yin; Xinyu Zhu; Zesen Cheng; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Yujiu Yang (ACL (2), 2023)

One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. - Yajiao Liu; Xin Jiang 002; Yichun Yin; Yasheng Wang; Fei Mi; Qun Liu 001; Xiang Wan; Benyou Wang (ACL (1), 2023)

SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme. - Yusen Sun; Liangyou Li; Qun Liu 001; Dit-Yan Yeung (ACL (Findings), 2023)

Structured Pruning for Efficient Generative Pre-trained Language Models. - Chaofan Tao; Lu Hou 002; Haoli Bai; Jiansheng Wei; Xin Jiang 002; Qun Liu 001; Ping Luo 002; Ngai Wong 001 (ACL (Findings), 2023)

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks. - Zhengkun Zhang; Wenya Guo; Xiaojun Meng; Yasheng Wang; Yadao Wang; Xin Jiang 002; Qun Liu 001; Zhenglu Yang (ACL (Findings), 2023)

Gradually Excavating External Knowledge for Implicit Complex Question Answering. - Chang Liu 094; Xiaoguang Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Edmund Y. Lam; Ngai Wong 001 (EMNLP (Findings), 2023)

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models. - Jing Xiong; Jianhao Shen; Ye Yuan 016; Haiming Wang; Yichun Yin; Zhengying Liu; Lin Li; Zhijiang Guo; Qingxing Cao; Yinya Huang; Chuanyang Zheng; Xiaodan Liang; et al. (EMNLP, 2023)

Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment. - Boyang Xue; Weichao Wang; Hongru Wang 003; Fei Mi; Rui Wang 092; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (EMNLP (Findings), 2023)

AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation. - Xingshan Zeng; Liangyou Li; Qun Liu 001 (EMNLP (Findings), 2023)

Lexicon-injected Semantic Parsing for Task-Oriented Dialog. - Xiaojun Meng; Wenlin Dai; Yasheng Wang; Baojun Wang; Zhiyong Wu 003; Xin Jiang 002; Qun Liu 001 (ICASSP, 2023)

History, Present and Future: Enhancing Dialogue Generation with Few-Shot History-Future Prompt. - Yihe Wang; Yitong Li; Yasheng Wang; Fei Mi; Pingyi Zhou; Jin Liu 016; Xin Jiang 002; Qun Liu 001 (ICASSP, 2023)

Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video. - Zenan Xu; Xiaojun Meng; Yasheng Wang; Qinliang Su; Zexuan Qiu; Xin Jiang 002; Qun Liu 001 (IJCAI, 2023)

Reusing Pretrained Models by Multi-linear Operators for Efficient Training. - Yu Pan 005; Ye Yuan 016; Yichun Yin; Zenglin Xu; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (NeurIPS, 2023)

Adapting Pre-trained Language Models for Quantum Natural Language Processing. - Qiuchi Li; Benyou Wang; Yudong Zhu; Christina Lioma; Qun Liu 001 (CoRR, 2023)

PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing. - Xiaozhe Ren; Pingyi Zhou; Xinfan Meng; Xinjing Huang; Yadao Wang; Weichao Wang; Pengfei Li; Xiaoda Zhang; Alexander Podolskiy; Grigory Arshinov; Andrey Bout; Irina Piontkovskaya; et al. (CoRR, 2023)

Learning Homographic Disambiguation Representation for Neural Machine Translation. - Weixuan Wang; Wei Peng 011; Qun Liu 001 (CoRR, 2023)

End-to-end Training and Decoding for Pivot-based Cascaded Translation Model. - Hao Cheng; Meng Zhang 019; Liangyou Li; Qun Liu 001; Zhihua Zhang (CoRR, 2023)

Evaluating the Efficacy of Length-Controllable Machine Translation. - Hao Cheng; Meng Zhang 019; Weixuan Wang; Liangyou Li; Qun Liu 001; Zhihua Zhang (CoRR, 2023)

M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models. - Chuang Liu 009; Renren Jin; Yuqi Ren; Linhao Yu; Tianyu Dong; Xiaohan Peng; Shuting Zhang; Jianxiang Peng; Peiyi Zhang; Qingqing Lyu; Xiaowen Su; Qun Liu 001; et al. (CoRR, 2023)

Enhancing Coherence of Extractive Summarization with Multitask Learning. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

Aligning Large Language Models with Human: A Survey. - Yufei Wang 005; Wanjun Zhong; Liangyou Li; Fei Mi; Xingshan Zeng; Wenyong Huang; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

Prompt-Based Length Controlled Generation with Reinforcement Learning. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

FIMO: A Challenge Formal Dataset for Automated Theorem Proving. - Chengwu Liu 001; Jianhao Shen; Huajian Xin; Zhengying Liu; Ye Yuan 016; Haiming Wang; Wei Ju 001; Chuanyang Zheng; Yichun Yin; Lin Li; Ming Zhang 004; Qun Liu 001 (CoRR, 2023)

SELF: Language-Driven Self-Evolution for Large Language Model. - Jianqiao Lu; Wanjun Zhong; Wenyong Huang; Yufei Wang 005; Fei Mi; Baojun Wang; Weichao Wang; Lifeng Shang; Qun Liu 001 (CoRR, 2023)

M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models. - Wai-Chung Kwan; Xingshan Zeng; Yufei Wang 005; Yusen Sun; Liangyou Li; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2023)

Data Management For Large Language Models: A Survey. - Zige Wang; Wanjun Zhong; Yufei Wang 005; Qi Zhu 011; Fei Mi; Baojun Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2023)

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (CoRR, 2023)

A Survey of Reasoning with Foundation Models. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 002; Wenhai Wang; et al. (CoRR, 2023)

MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages. - Xinyu Zhang 018; Nandan Thakur; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Mehdi Rezagholizadeh; Jimmy Lin (Trans. Assoc. Comput. Linguistics, 2023)

Sub-Character Tokenization for Chinese Pretrained Language Models. - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Fanchao Qi; Xiaozhi Wang; Zhiyuan Liu 001; Yasheng Wang; Qun Liu 001; Maosong Sun 001 (Trans. Assoc. Comput. Linguistics, 2023)

Aspiration drives adaptive switching between two different payoff matrices. - Jiaqi Li; Jianlei Zhang; Zengqiang Chen 001; Qun Liu 001 (Appl. Math. Comput., 2023)

Preparing Lessons for Progressive Training on Language Models. - Yu Pan 005; Ye Yuan 016; Yichun Yin; Jiaxin Shi; Zenglin Xu; Ming Zhang 004; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (AAAI, 2024)

Unsupervised Extractive Summarization with Learnable Length Control Strategies. - Renlong Jie; Xiaojun Meng; Xin Jiang 002; Qun Liu 001 (AAAI, 2024)

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. - Mohammad Dehghan; Mohammad Ali Alomrani; Sunyam Bagga; David Alfonso-Hermelo; Khalil Bibi; Abbas Ghaddar; Yingxue Zhang 001; Xiaoguang Li; Jianye Hao; Qun Liu 001; Jimmy Lin; Boxing Chen; et al. (ACL (1), 2024)

Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions. - Xuming Hu; Xiaochuan Li 003; Junzhe Chen 001; Yinghui Li; Yangning Li; Xiaoguang Li; Yasheng Wang; Qun Liu 001; Lijie Wen 001; Philip S. Yu; Zhijiang Guo (ACL (Findings), 2024)

Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios. - Shijue Huang; Wanjun Zhong; Jianqiao Lu; Qi Zhu 011; Jiahui Gao; Weiwen Liu; Yutai Hou; Xingshan Zeng; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruifeng Xu 001; et al. (ACL (Findings), 2024)

FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models. - Yuxin Jiang; Yufei Wang 005; Xingshan Zeng; Wanjun Zhong; Liangyou Li; Fei Mi; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Wei Wang (ACL (1), 2024)

Learning to Edit: Aligning LLMs with Knowledge Editing. - Yuxin Jiang; Yufei Wang 005; Chuhan Wu; Wanjun Zhong; Xingshan Zeng; Jiahui Gao; Liangyou Li; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Qun Liu 001; Wei Wang (ACL (1), 2024)

Prompt-Based Length Controlled Generation with Multiple Control Types. - Renlong Jie; Xiaojun Meng; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (ACL (Findings), 2024)

M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models. - Wai-Chung Kwan; Xingshan Zeng; Yufei Wang 005; Yusen Sun; Liangyou Li; Yuxin Jiang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (ACL (1), 2024)

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. - Haochen Tan; Zhijiang Guo; Zhan Shi 001; Lu Xu; Zhili Liu; Yunlong Feng; Xiaoguang Li; Yasheng Wang; Lifeng Shang; Qun Liu 001; Linqi Song (ACL (1), 2024)

LFED: A Literary Fiction Evaluation Dataset for Large Language Models. - Linhao Yu; Qun Liu 001; Deyi Xiong (LREC/COLING, 2024)

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models. - Wai-Chung Kwan; Xingshan Zeng; Yuxin Jiang; Yufei Wang 005; Liangyou Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (EMNLP, 2024)

CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search. - Fengran Mo; Abbas Ghaddar; Kelong Mao; Mehdi Rezagholizadeh; Boxing Chen; Qun Liu 001; Jian-Yun Nie (EMNLP, 2024)

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation. - Nandan Thakur; Luiz Bonifacio; Xinyu Zhang 018; Odunayo Ogundepo; Ehsan Kamalloo; David Alfonso-Hermelo; Xiaoguang Li; Qun Liu 001; Boxing Chen; Mehdi Rezagholizadeh; Jimmy Lin (EMNLP (Findings), 2024)

Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk. - Zhiyuan Zeng 004; Qipeng Guo; Xiaoran Liu; Zhangyue Yin; Wentao Shu; Mianqiu Huang; Bo Wang 084; Yunhua Zhou; Linlin Li 001; Qun Liu 001; Xipeng Qiu (EMNLP, 2024)

Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. - Kai Chen 023; Chunwei Wang; Kuo Yang; Jianhua Han; Lanqing Hong; Fei Mi; Hang Xu 004; Zhengying Liu; Wenyong Huang; Zhenguo Li; Dit-Yan Yeung; Lifeng Shang; et al. (ICLR, 2024)

Retrieval-based Disentangled Representation Learning with Natural Language Supervision. - Jiawei Zhou 003; Xiaoguang Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Lei Chen 002 (ICLR, 2024)

Visually Guided Generative Text-Layout Pre-training for Document Intelligence. - Zhiming Mao; Haoli Bai; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (NAACL-HLT, 2024)

PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. - Haochen Tan; Zhijiang Guo; Zhan Shi 001; Lu Xu; Zhili Liu; Xiaoguang Li; Yasheng Wang; Lifeng Shang; Qun Liu 001; Linqi Song (CoRR, 2024)

YODA: Teacher-Student Progressive Learning for Language Models. - Jianqiao Lu; Wanjun Zhong; Yufei Wang 005; Zhijiang Guo; Qi Zhu 011; Wenyong Huang; Yanlin Wang 001; Fei Mi; Baojun Wang; Yasheng Wang; Lifeng Shang; Xin Jiang 002; et al. (CoRR, 2024)

Findings of the First Workshop on Simulating Conversational Intelligence in Chat. - Yvette Graham; Mohammed Rameez Qureshi; Haider Khalid; Gerasimos Lampouras; Ignacio Iacobacci; Qun Liu 001 (CoRR, 2024)

Retrieval-based Full-length Wikipedia Generation for Emergent Events. - Jiebin Zhang; Eugene J. Yu; Qinyu Chen; Chenhao Xiong; Dawei Zhu; Han Qian; Mingbo Song; Xiaoguang Li; Qun Liu 001; Sujian Li (CoRR, 2024)

HawkEye: Training Video-Text LLMs for Grounding Text in Videos. - Yueqian Wang; Xiaojun Meng; Jianxin Liang; Yuxuan Wang 004; Qun Liu 001; Dongyan Zhao 001 (CoRR, 2024)

Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions. - Xuming Hu; Xiaochuan Li 003; Junzhe Chen 001; Yinghui Li; Yangning Li; Xiaoguang Li; Yasheng Wang; Qun Liu 001; Lijie Wen 001; Philip S. Yu; Zhijiang Guo (CoRR, 2024)

Visually Guided Generative Text-Layout Pre-training for Document Intelligence. - Zhiming Mao; Haoli Bai; Lu Hou 002; Jiansheng Wei; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (CoRR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (CoRR, 2024)

Evaluating the External and Parametric Knowledge Fusion of Large Language Models. - Hao Zhang 048; Yuyang Zhang; Xiaoguang Li; Wenxuan Shi; Haonan Xu; Huanshuo Liu; Yasheng Wang; Lifeng Shang; Qun Liu 001; Yong Liu 020; Ruiming Tang (CoRR, 2024)

Chain-of-Probe: Examing the Necessity and Accuracy of CoT Step-by-Step. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (CoRR, 2024)

End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling. - Jianxin Liang; Xiaojun Meng; Yueqian Wang; Chang Liu 076; Qun Liu 001; Dongyan Zhao 001 (CoRR, 2024)

Farewell to Length Extrapolation, a Training-Free Infinite Context with Finite Attention Scope. - Xiaoran Liu; Qipeng Guo; Yuerong Song; Zhigeng Liu; Kai Lv 001; Hang Yan 001; Linlin Li 001; Qun Liu 001; Xipeng Qiu (CoRR, 2024)

DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels. - Zhe Xu; Jiasheng Ye; Xiangyang Liu; Tianxiang Sun; Xiaoran Liu; Qipeng Guo; Linlin Li 001; Qun Liu 001; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2024)

EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions. - Kai Chen; Yunhao Gou; Runhui Huang; Zhili Liu; Daxin Tan; Jing Xu; Chunwei Wang; Yi Zhu; Yihan Zeng; Kuo Yang; Dingdong Wang; Kun Xiang; et al. (CoRR, 2024)

Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning. - Yu Fu; Jie He 004; Yifan Yang; Qun Liu 001; Deyi Xiong (CoRR, 2024)

Subtle Errors Matter: Preference Learning via Error-injected Self-editing. - Kaishuai Xu; Tiezheng Yu; Wenjun Hou; Yi Cheng; Chak Tou Leong; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (CoRR, 2024)

Roadmap towards Superhuman Speech Understanding using Large Language Models. - Fan Bu; Yuhao Zhang; Xidong Wang; Benyou Wang; Qun Liu 001; Haizhou Li 001 (CoRR, 2024)

LongSafetyBench: Long-Context LLMs Struggle with Safety Issues. - Mianqiu Huang; Xiaoran Liu; Shaojun Zhou; Mozhi Zhang; Chenkun Tan; Pengyu Wang 006; Qipeng Guo; Zhe Xu; Linyang Li; Zhikai Lei; Linlin Li 001; Qun Liu 001; et al. (CoRR, 2024)

More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression. - Jiebin Zhang; Dawei Zhu; Yifan Song 002; Wenhao Wu; Chuqiao Kuang; Xiaoguang Li; Lifeng Shang; Qun Liu 001; Sujian Li (CoRR, 2024)

Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models. - Ge Zhang; Mohammad Ali Alomrani; Hongjian Gu; Jiaming Zhou; Yaochen Hu 001; Bin Wang 034; Qun Liu 001; Mark Coates; Yingxue Zhang 001; Jianye Hao (CoRR, 2024)

ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset. - Zhihua Jin; Xingbo Wang 001; Furui Cheng; Chunhui Sun; Qun Liu 001; Huamin Qu (IEEE Trans. Vis. Comput. Graph., 2024)

A Comprehensive Evaluation on Event Reasoning of Large Language Models. - Zhengwei Tao; Zhi Jin; Yifan Zhang; Xiancai Chen; Haiyan Zhao 001; Jia Li; Bin Liang 004; Chongyang Tao; Qun Liu 001; Kam-Fai Wong (AAAI, 2025)

Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding. - Yueqian Wang; Xiaojun Meng; Yuxuan Wang 004; Jianxin Liang; Qun Liu 001; Dongyan Zhao 001 (AAAI, 2025)

Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification. - Chengwu Liu 001; Ye Yuan 016; Yichun Yin; Yan Xu; Xin Xu; Zaoyu Chen; Yasheng Wang; Lifeng Shang; Qun Liu 001; Ming Zhang 004 (ACL (1), 2025)

Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (ACL (1), 2025)

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. - Kaishuai Xu; Tiezheng Yu; Yi Cheng; Wenjun Hou; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (Findings), 2025)

Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing. - Kaishuai Xu; Tiezheng Yu; Wenjun Hou; Yi Cheng; Chak Tou Leong; Liangyou Li; Xin Jiang 002; Lifeng Shang; Qun Liu 001; Wenjie Li 002 (ACL (1), 2025)

Hierarchical Memory Organization for Wikipedia Generation. - Eugene J. Yu; Dawei Zhu; Yifan Song 002; Xiangyu Wong; Jiebin Zhang; Wenxuan Shi; Xiaoguang Li; Qun Liu 001; Sujian Li (ACL (1), 2025)

WIKIGENBENCH: Exploring Full-length Wikipedia Generation under Real-World Scenario. - Jiebin Zhang; Eugene J. Yu; Qinyu Chen; Chenhao Xiong; Dawei Zhu; Han Qian; Mingbo Song; Weimin Xiong; Xiaoguang Li; Qun Liu 001; Sujian Li (COLING, 2025)

EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions. - Kai Chen; Yunhao Gou; Runhui Huang; Zhili Liu; Daxin Tan; Jing Xu; Chunwei Wang; Yi Zhu; Yihan Zeng; Kuo Yang; Dingdong Wang; Kun Xiang; et al. (CVPR, 2025)

ToolACE: Winning the Points of LLM Function Calling. - Weiwen Liu; Xu Huang 008; Xingshan Zeng; Xinlong Hao; Shuai Yu; Dexun Li; Shuai Wang 020; Weinan Gan; Zhengying Liu; Yuanqing Yu; Zezhong Wang 004; Yuxian Wang; et al. (ICLR, 2025)

ReAttention: Training-Free Infinite Context with Finite Attention Scope. - Xiaoran Liu; Ruixiao Li; Zhigeng Liu; Qipeng Guo; Yuerong Song; Kai Lv 001; Hang Yan 001; Linlin Li 001; Qun Liu 001; Xipeng Qiu (ICLR, 2025)

ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (NAACL (Long Papers), 2025)

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (NAACL (Findings), 2025)

Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models. - Weixi Weng; Rui Zhang; Xiaojun Meng; Jieming Zhu; Qun Liu 001; Chun Yuan (WACV, 2025)

Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving. - Xin Xu; Yan Xu; Tianhao Chen; Yuchen Yan; Chengwu Liu 001; Zaoyu Chen; Yufei Wang 005; Yichun Yin; Yasheng Wang; Lifeng Shang; Qun Liu 001 (CoRR, 2025)

Corrupted but Not Broken: Rethinking the Impact of Corrupted Data in Visual Instruction Tuning. - Yunhao Gou; Hansi Yang; Zhili Liu; Kai Chen 023; Yihan Zeng; Lanqing Hong; Zhenguo Li; Qun Liu 001; James T. Kwok; Yu Zhang 006 (CoRR, 2025)

Thus Spake Long-Context Large Language Model. - Xiaoran Liu; Ruixiao Li; Mianqiu Huang; Zhigeng Liu; Yuerong Song; Qipeng Guo; Siyang He; Qiqi Wang 014; Linlin Li 001; Qun Liu 001; Yaqian Zhou 001; Xuanjing Huang 001; et al. (CoRR, 2025)

Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models. - Jie He 004; Bo Peng; Yi Liao; Qun Liu 001; Deyi Xiong (CoRR, 2025)

DAST: Difficulty-Aware Self-Training on Large Language Models. - Boyang Xue; Qi Zhu 007; Hongru Wang 003; Rui Wang 092; Sheng Wang; Hongling Xu; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

ToolACE-R: Tool Learning with Adaptive Self-Refinement. - Xingshan Zeng; Weiwen Liu; Xu Huang 008; Zezhong Wang 004; Lingzhi Wang 001; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Ruiming Tang; Qun Liu 001 (CoRR, 2025)

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning. - Zezhong Wang 004; Xingshan Zeng; Weiwen Liu; Yufei Wang 005; Liangyou Li; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache. - Xiaoran Liu; Siyang He; Qiqi Wang 014; Ruixiao Li; Yuerong Song; Zhigeng Liu; Linlin Li 001; Qun Liu 001; Zengfeng Huang; Qipeng Guo; Ziwei He; Xipeng Qiu (CoRR, 2025)

ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models. - Boyang Xue; Qi Zhu 007; Rui Wang 092; Sheng Wang; Hongru Wang 003; Fei Mi; Yasheng Wang; Lifeng Shang; Qun Liu 001; Kam-Fai Wong (CoRR, 2025)

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs. - Jierun Chen; Tiezheng Yu; Haoli Bai; Lewei Yao; Jiannan Wu; Kaican Li; Fei Mi; Chaofan Tao; Lei Zhu; Manyi Zhang; Xiaohui Li; Lu Hou 002; et al. (CoRR, 2025)

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 012; Wenhai Wang; et al. (ACM Comput. Surv., 2025)