A ranking approach to keyphrase extraction. - Xin Jiang 002; Yunhua Hu; Hang Li 001 (SIGIR, 2009)

Ranking Optimization with Constraints. - Fangzhao Wu; Jun Xu 001; Hang Li 001; Xin Jiang 002 (CIKM, 2014)

Incorporating Semantic Knowledge into Latent Matching Model in Search. - Shuxin Wang; Xin Jiang 002; Hang Li 001; Jun Xu 001; Bin Wang 004 (AIRS, 2016)

Neural Generative Question Answering. - Jun Yin; Xin Jiang 002; Zhengdong Lu; Lifeng Shang; Hang Li 001; Xiaoming Li (IJCAI, 2016)

Online Sequence-to-Sequence Active Learning for Open-Domain Dialogue Generation. - Nabiha Asghar; Pascal Poupart; Xin Jiang 002; Hang Li 001 (CoRR, 2016)

Deep Active Learning for Dialogue Generation. - Nabiha Asghar; Pascal Poupart; Xin Jiang 002; Hang Li 001 (*SEM, 2017)

Affective Neural Response Generation. - Nabiha Asghar; Pascal Poupart; Jesse Hoey; Xin Jiang 002; Lili Mou (ECIR, 2018)

Paraphrase Generation with Deep Reinforcement Learning. - Zichao Li 001; Xin Jiang 002; Lifeng Shang; Hang Li 001 (EMNLP, 2018)

Meta Learning for Few-shot Keyword Spotting. - Yangbin Chen; Tom Ko; Lifeng Shang; Xiao Chen 012; Xin Jiang 002; Qing Li 001 (CoRR, 2018)

Decomposable Neural Paraphrase Generation. - Zichao Li 001; Xin Jiang 002; Lifeng Shang; 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)

Exploring Diverse Expressions for Paraphrase Generation. - Lihua Qian; Lin Qiu; Weinan Zhang 001; Xin Jiang 002; Yong Yu 001 (EMNLP/IJCNLP (1), 2019)

Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence. - Yaoming Zhu; Juncheng Wan; Zhiming Zhou 001; Liheng Chen; Lin Qiu; Weinan Zhang 001; Xin Jiang 002; Yong Yu 001 (SIGIR, 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)

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)

Neural Subgraph Isomorphism Counting. - Xin Liu 039; Haojie Pan; Mutian He 001; Yangqiu Song; Xin Jiang 002 (CoRR, 2019)

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

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)

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)

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)

Progressive Memory Banks for Incremental Domain Adaptation. - Nabiha Asghar; Lili Mou; Kira A. Selby; Kevin D. Pantasdo; Pascal Poupart; Xin Jiang 002 (ICLR, 2020)

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification. - Xin Liu 039; Jiefu Ou; Yangqiu Song; Xin Jiang 002 (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)

An Investigation of Few-Shot Learning in Spoken Term Classification. - Yangbin Chen; Tom Ko; Lifeng Shang; Xiao Chen 012; Xin Jiang 002; Qing Li 001 (INTERSPEECH, 2020)

Neural Subgraph Isomorphism Counting. - Xin Liu 039; Haojie Pan; Mutian He 001; Yangqiu Song; Xin Jiang 002; Lifeng Shang (KDD, 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)

Unsupervised Text Generation by Learning from Search. - Jingjing Li 007; Zichao Li 001; Lili Mou; Xin Jiang 002; Michael R. Lyu; Irwin King (NeurIPS, 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)

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)

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)

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)

Continuous Self-Attention Models with Neural ODE Networks. - Jing Zhang; Peng Zhang 002; Baiwen Kong; Junqiu Wei 001; Xin Jiang 002 (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)

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)

Exploring Discourse Structures for Argument Impact Classification. - Xin Liu 039; Jiefu Ou; Yangqiu Song; Xin Jiang 002 (ACL/IJCNLP (1), 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)

EditSpeech: A Text Based Speech Editing System Using Partial Inference and Bidirectional Fusion. - Daxin Tan; Liqun Deng; Yu Ting Yeung; Xin Jiang 002; Xiao Chen 012; Tan Lee 001 (ASRU, 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)

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)

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)

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)

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (CoRR, 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)

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)

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)

CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model. - Xin Wang 114; Yasheng Wang; Pingyi Zhou; Fei Mi; Meng Xiao; Yadao Wang; Li Li 029; Xiao Liu 004; Hao Wu 010; Jin Liu 016; Xin Jiang 002 (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)

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)

EyelashNet: a dataset and a baseline method for eyelash matting. - Qinjie Xiao; Hanyuan Zhang; Zhaorui Zhang; Yiqian Wu; Luyuan Wang; Xiaogang Jin 001; Xin Jiang 002; Yong-Liang Yang; Tianjia Shao; Kun Zhou 001 (ACM Trans. Graph., 2021)

AutoBERT-Zero: Evolving BERT Backbone from Scratch. - Jiahui Gao; Hang Xu 004; Han Shi; Xiaozhe Ren; Philip L. H. Yu; Xiaodan Liang; Xin Jiang 002; Zhenguo Li (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)

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)

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)

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)

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)

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)

Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. - Sunzhu Li; Peng Zhang 002; Guobing Gan; Xiuqing Lv; Benyou Wang; Victor Junqiu Wei; Xin Jiang 002 (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)

FILIP: Fine-grained Interactive Language-Image Pre-Training. - Lewei Yao; Runhui Huang; Lu Hou 002; Guansong Lu; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Zhenguo Li; Xin Jiang 002; Chunjing Xu (ICLR, 2022)

Boosting Graph Structure Learning with Dummy Nodes. - Xin Liu 039; Jiayang Cheng; Yangqiu Song; Xin Jiang 002 (ICML, 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)

CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction. - Daxin Tan; Liqun Deng; Nianzu Zheng; Yu Ting Yeung; Xin Jiang 002; Xiao Chen 012; Tan Lee 001 (ISCSLP, 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)

Towards Efficient Post-training Quantization of Pre-trained Language Models. - Haoli Bai; Lu Hou 002; Lifeng Shang; Xin Jiang 002; Irwin King; Michael R. Lyu (NeurIPS, 2022)

Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; Niu Minzhe; Xiaodan Liang; Lewei Yao; Runhui Huang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu; Hang Xu 004 (NeurIPS, 2022)

Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework. - Jiaxi Gu; Xiaojun Meng; Guansong Lu; Lu Hou 002; Minzhe Niu; Hang Xu 004; Xiaodan Liang; Wei Zhang 196; Xin Jiang 002; Chunjing Xu (CoRR, 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)

Deeper vs Wider: A Revisit of Transformer Configuration. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Xin Jiang 002; Yang You 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)

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)

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)

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)

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)

CAME: Confidence-guided Adaptive Memory Efficient Optimization. - Yang Luo; Xiaozhe Ren; Zangwei Zheng; Zhuo Jiang; Xin Jiang 002; Yang You 001 (ACL (1), 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)

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)

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)

A Study on Transformer Configuration and Training Objective. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Yongming Chen; Xin Jiang 002; Yang You 001 (ICML, 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)

Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. - Zangwei Zheng; Xiaozhe Ren; Fuzhao Xue; Yang Luo; Xin Jiang 002; Yang You 001 (NeurIPS, 2023)

EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge. - Bufang Yang; Lixing He; Neiwen Ling; Zhenyu Yan 002; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002 (SenSys, 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)

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)

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)

Music-PAW: Learning Music Representations via Hierarchical Part-whole Interaction and Contrast. - Dong Yao; Shengyu Zhang 001; Zhou Zhao 001; Jieming Zhu; Liqun Deng; Wenqiao Zhang; Zhenhua Dong; Ruiming Tang; Xin Jiang 002 (CoRR, 2023)

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (Mach. Intell. Res., 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)

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)

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)

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)

Poster Abstract: Tasking Heterogeneous Sensor Systems with LLMs. - Kaiwei Liu 001; Bufang Yang; Lilin Xu; Yunqi Guo; Neiwen Ling; Zhihe Zhao; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002; Zhenyu Yan 002 (SenSys, 2024)

MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer. - Dong Yao; Jieming Zhu; Jiahao Xun; Shengyu Zhang 001; Zhou Zhao 001; Liqun Deng; Wenqiao Zhang; Zhenhua Dong; Xin Jiang 002 (WWW (Companion Volume), 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)

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)

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)

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration. - Jiahui Gao; Renjie Pi; Tianyang Han; Han Wu; Lanqing Hong; Lingpeng Kong; Xin Jiang 002; Zhenguo Li (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)

FlatQuant: Flatness Matters for LLM Quantization. - Yuxuan Sun; Ruikang Liu; Haoli Bai; Han Bao; Kang Zhao; Yuening Li; Jiaxin Hu; Xianzhi Yu; Lu Hou 002; Chun Yuan; Xin Jiang 002; Wulong Liu; et al. (CoRR, 2024)

Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning. - Jiacheng Ye; Jiahui Gao; Shansan Gong; Lin Zheng; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2024)

Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration. - Qintong Li; Jiahui Gao; Sheng Wang; Renjie Pi; Xueliang Zhao; Chuan Wu; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2024)

Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu 001; Yasheng Wang; Xin Jiang 002; Maosong Sun 001 (Mach. Intell. Res., 2024)

Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction. - Yuxin Jiang; Yufei Wang 005; Chuhan Wu; Xinyi Dai; Yan Xu; Weinan Gan; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Wei Wang (ACL (Findings), 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)

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge. - Qiyuan Zhang; Yufei Wang 005; Yuxin Jiang; Liangyou Li; Chuhan Wu; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Fuyuan Lyu; Chen Ma 001 (ACL (1), 2025)

Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization. - Yuxin Jiang; Bo Huang; Yufei Wang 005; Xingshan Zeng; Liangyou Li; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Wei Wang (ICLR, 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)

Implicit Search via Discrete Diffusion: A Study on Chess. - Jiacheng Ye; Zhenyu Wu; Jiahui Gao; Zhiyong Wu 003; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (ICLR, 2025)

RevisEval: Improving LLM-as-a-Judge via Response-Adapted References. - Qiyuan Zhang; Yufei Wang 005; Tiezheng Yu; Yuxin Jiang; Chuhan Wu; Liangyou Li; Yasheng Wang; Xin Jiang 002; Lifeng Shang; Ruiming Tang; Fuyuan Lyu; Chen Ma 001 (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)

TaskSense: A Translation-like Approach for Tasking Heterogeneous Sensor Systems with LLMs. - Kaiwei Liu 001; Bufang Yang; Lilin Xu; Yunqi Guo; Guoliang Xing; Xian Shuai; Xiaozhe Ren; Xin Jiang 002; Zhenyu Yan 002 (SenSys, 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)

ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction. - Xingshan Zeng; Weiwen Liu; Lingzhi Wang 001; Liangyou Li; Fei Mi; Yasheng Wang; Lifeng Shang; Xin Jiang 002; Qun Liu 001 (CoRR, 2025)

Dream 7B: Diffusion Large Language Models. - Jiacheng Ye; Zhihui Xie 002; Lin Zheng; Jiahui Gao; Zirui Wu; Xin Jiang 002; Zhenguo Li; Lingpeng Kong (CoRR, 2025)