A Joint Chinese Named Entity Recognition and Disambiguation System. - Longyue Wang; Shuo Li; Derek F. Wong; Lidia S. Chao (CIPS-SIGHAN, 2012)

CRFs-Based Chinese Word Segmentation for Micro-Blog with Small-Scale Data. - Longyue Wang; Derek F. Wong; Lidia S. Chao; Junwen Xing (CIPS-SIGHAN, 2012)

An Improvement in Cross-Language Document Retrieval Based on Statistical Models. - Longyue Wang; Derek F. Wong; Lidia S. Chao (ROCLING, 2012)

TQDL: Integrated Models for Cross-Language Document Retrieval. - Longyue Wang; Derek F. Wong; Lidia S. Chao (Int. J. Comput. Linguistics Chin. Lang. Process., 2012)

iCPE: A Hybrid Data Selection Model for SMT Domain Adaptation. - Longyue Wang; Derek F. Wong; Lidia S. Chao; Yi Lu 005; Junwen Xing (CCL, 2013)

UM-Checker: A Hybrid System for English Grammatical Error Correction. - Junwen Xing; Longyue Wang; Derek F. Wong; Lidia S. Chao; Xiaodong Zeng (CoNLL Shared Task, 2013)

Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT. - Longyue Wang; Derek F. Wong; Lidia S. Chao; Junwen Xing; Yi Lu 005; Isabel Trancoso (RANLP, 2013)

Factored Statistical Machine Translation for Grammatical Error Correction. - Yiming Wang 011; Longyue Wang; Xiaodong Zeng; Derek F. Wong; Lidia S. Chao; Yi Lu 005 (CoNLL Shared Task, 2014)

Domain Adaptation for Medical Text Translation using Web Resources. - Yi Lu 005; Longyue Wang; Derek F. Wong; Lidia S. Chao; Yiming Wang 011 (WMT@ACL, 2014)

Combining Domain Adaptation Approaches for Medical Text Translation. - Longyue Wang; Yi Lu 005; Derek F. Wong; Lidia S. Chao; Yiming Wang 011; Francisco Oliveira 002 (WMT@ACL, 2014)

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)

Linguistically-augmented perplexity-based data selection for language models. - Antonio Toral; Pavel Pecina; Longyue Wang; Josef van Genabith (Comput. Speech Lang., 2015)

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)

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

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

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)

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

Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts. - Siyou Liu; Longyue Wang; Chao-Hong Liu (LREC, 2018)

IDEA: An Interactive Dialogue Translation Demo System Using Furhat Robots. - Jinhua Du; Darragh Blake; Longyue Wang; Clare Conran; Declan McKibben; Andy Way (ECML/PKDD (3), 2018)

Domain Adaptation for Statistical Machine Translation. - Longyue Wang (CoRR, 2018)

Learning to Refine Source Representations for Neural Machine Translation. - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (CoRR, 2018)

Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. - Zi-Yi Dou; Zhaopeng Tu; Xing Wang 007; Longyue Wang; Shuming Shi 001; Tong Zhang 001 (AAAI, 2019)

Exploiting Sentential Context for Neural Machine Translation. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (ACL (1), 2019)

Assessing the Ability of Self-Attention Networks to Learn Word Order. - Baosong Yang; Longyue Wang; Derek F. Wong; Lidia S. Chao; Zhaopeng Tu (ACL (1), 2019)

Towards Understanding Neural Machine Translation with Word Importance. - Shilin He; Zhaopeng Tu; Xing Wang 007; Longyue Wang; Michael R. Lyu; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

One Model to Learn Both: Zero Pronoun Prediction and Translation. - Longyue Wang; Zhaopeng Tu; Xing Wang 007; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Self-Attention with Structural Position Representations. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (EMNLP/IJCNLP (1), 2019)

Modeling Recurrence for Transformer. - Jie Hao; Xing Wang 007; Baosong Yang; Longyue Wang; Jinfeng Zhang; Zhaopeng Tu (NAACL-HLT (1), 2019)

Convolutional Self-Attention Networks. - Baosong Yang; Longyue Wang; Derek F. Wong; Lidia S. Chao; Zhaopeng Tu (NAACL-HLT (1), 2019)

Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks. - Yong Wang 032; Longyue Wang; Shuming Shi 001; Victor O. K. Li; Zhaopeng Tu (AAAI, 2020)

Self-Attention with Cross-Lingual Position Representation. - Liang Ding 006; Longyue Wang; Dacheng Tao (ACL, 2020)

How Does Selective Mechanism Improve Self-Attention Networks? - Xinwei Geng; Longyue Wang; Xing Wang 007; Bing Qin 001; Ting Liu 001; Zhaopeng Tu (ACL, 2020)

Context-Aware Cross-Attention for Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Di Wu; Dacheng Tao; Zhaopeng Tu (COLING, 2020)

On the Sparsity of Neural Machine Translation Models. - Yong Wang 032; Longyue Wang; Victor O. K. Li; Zhaopeng Tu (EMNLP (1), 2020)

On the Sub-Layer Functionalities of Transformer Decoder. - Yilin Yang; Longyue Wang; Shuming Shi 001; Prasad Tadepalli; Stefan Lee; Zhaopeng Tu (EMNLP (Findings), 2020)

Tencent AI Lab Machine Translation Systems for WMT20 Chat Translation Task. - Longyue Wang; Zhaopeng Tu; Xing Wang 007; Li Ding; Liang Ding 006; Shuming Shi 001 (WMT@EMNLP, 2020)

Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task. - Xing Wang 007; Zhaopeng Tu; Longyue Wang; Shuming Shi 001 (WMT@EMNLP, 2020)

Tencent Neural Machine Translation Systems for the WMT20 News Translation Task. - Shuangzhi Wu; Xing Wang 007; Longyue Wang; Fangxu Liu; Jun Xie; Zhaopeng Tu; Shuming Shi 001; Mu Li 001 (WMT@EMNLP, 2020)

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ACL/IJCNLP (1), 2021)

Progressive Multi-Granularity Training for Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ACL/IJCNLP (Findings), 2021)

On the Copying Behaviors of Pre-Training for Neural Machine Translation. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (ACL/IJCNLP (Findings), 2021)

On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (EMNLP (Findings), 2021)

Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning. - Xuebo Liu 002; Longyue Wang; Derek F. Wong; Liang Ding 006; Lidia S. Chao; Zhaopeng Tu (ICLR, 2021)

Understanding and Improving Lexical Choice in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Xuebo Liu 002; Derek F. Wong; Dacheng Tao; Zhaopeng Tu (ICLR, 2021)

Tencent Translation System for the WMT21 News Translation Task. - Longyue Wang; Mu Li 001; Fangxu Liu; Shuming Shi 001; Zhaopeng Tu; Xing Wang 007; Shuangzhi Wu; Jiali Zeng; Wen Zhang (WMT@EMNLP, 2021)

TranSmart: A Practical Interactive Machine Translation System. - Guoping Huang; Lemao Liu; Xing Wang 007; Longyue Wang; Huayang Li; Zhaopeng Tu; Chengyan Huang; Shuming Shi 001 (CoRR, 2021)

Context-aware Self-Attention Networks for Natural Language Processing. - Baosong Yang; Longyue Wang; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (Neurocomputing, 2021)

Recent Advances in Dialogue Machine Translation. - Siyou Liu; Yuqi Sun; Longyue Wang (Inf., 2021)

Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. - Liang Ding 006; Longyue Wang; Shuming Shi 001; Dacheng Tao; Zhaopeng Tu (ACL (1), 2022)

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. - Cunxiao Du; Zhaopeng Tu; Longyue Wang; Jing Jiang (COLING, 2022)

GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. - Mingzhou Xu; Longyue Wang; Derek F. Wong; Hongye Liu; Linfeng Song; Lidia S. Chao; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2022)

Learning to refine source representations for neural machine translation. - Xinwei Geng; Longyue Wang; Xing Wang 007; Mingtao Yang; Xiaocheng Feng; Bing Qin 001; Zhaopeng Tu (Int. J. Mach. Learn. Cybern., 2022)

Effidit: An Assistant for Improving Writing Efficiency. - Shuming Shi 001; Enbo Zhao; Wei Bi; Deng Cai 002; Leyang Cui; Xinting Huang; Haiyun Jiang; Duyu Tang; Kaiqiang Song; Longyue Wang; Chenyan Huang; Guoping Huang; et al. (ACL (demo), 2023)

A Survey on Zero Pronoun Translation. - Longyue Wang; Siyou Liu; Mingzhou Xu; Linfeng Song; Shuming Shi 001; Zhaopeng Tu (ACL (1), 2023)

Revisiting Non-Autoregressive Translation at Scale. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (ACL (Findings), 2023)

Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. - Nuo Chen 001; Yan Wang 060; Haiyun Jiang; Deng Cai 002; Yuhan Li 001; Ziyang Chen; Longyue Wang; Jia Li 009 (EMNLP (Findings), 2023)

Document-Level Machine Translation with Large Language Models. - Longyue Wang; Chenyang Lyu; Tianbo Ji; Zhirui Zhang; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2023)

More Than Spoken Words: Nonverbal Message Extraction and Generation. - Dian Yu 001; Xiaoyang Wang; Wanshun Chen; Nan Du; Longyue Wang; Haitao Mi; Dong Yu 001 (EMNLP, 2023)

Towards a Unified Training for Levenshtein Transformer. - Kangjie Zheng; Longyue Wang; Zhihao Wang; Binqi Chen; Ming Zhang 004; Zhaopeng Tu (ICASSP, 2023)

Prompt-Learning for Cross-Lingual Relation Extraction. - Chiaming Hsu; Changtong Zan; Liang Ding 006; Longyue Wang; Xiaoting Wang; Weifeng Liu 001; Fu Lin; Wenbin Hu 001 (IJCNN, 2023)

How Does Pretraining Improve Discourse-Aware Translation? - Zhihong Huang; Longyue Wang; Siyou Liu; Derek F. Wong (INTERSPEECH, 2023)

Graph-Based Video-Language Learning with Multi-Grained Audio-Visual Alignment. - Chenyang Lyu; Wenxi Li; Tianbo Ji; Longyue Wang; Liting Zhou; Cathal Gurrin; Linyi Yang; Yi Yu 001; Yvette Graham; Jennifer Foster (ACM Multimedia, 2023)

Overview of the NTCIR-17 Lifelog-5 Task. - Liting Zhou; Graham Healy; Cathal Gurrin; Ly-Duyen Tran; Naushad Alam; Hideo Joho; Longyue Wang; Tianbo Ji; Chenyang Lyu; Duc-Tien Dang-Nguyen (NTCIR, 2023)

Interactive Story Visualization with Multiple Characters. - Yuan Gong 002; Youxin Pang; Xiaodong Cun; Menghan Xia; Yingqing He; Haoxin Chen; Longyue Wang; Yong Zhang 034; Xintao Wang 002; Ying Shan; Yujiu Yang (SIGGRAPH Asia, 2023)

Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs. - Longyue Wang; Zhaopeng Tu; Yan Gu; Siyou Liu; Dian Yu 001; Qingsong Ma; Chenyang Lyu; Liting Zhou; Chao-Hong Liu; Yufeng Ma; Weiyu Chen; Yvette Graham; et al. (WMT, 2023)

New Trends in Machine Translation using Large Language Models: Case Examples with ChatGPT. - Chenyang Lyu; Jitao Xu 003; Longyue Wang (CoRR, 2023)

Deepfake Text Detection in the Wild. - Yafu Li; Qintong Li; Leyang Cui; Wei Bi; Longyue Wang; Linyi Yang; Shuming Shi 001; Yue Zhang 004 (CoRR, 2023)

TaleCrafter: Interactive Story Visualization with Multiple Characters. - Yuan Gong 002; Youxin Pang; Xiaodong Cun; Menghan Xia; Yingqing He; Haoxin Chen; Longyue Wang; Yong Zhang 034; Xintao Wang 002; Ying Shan; Yujiu Yang (CoRR, 2023)

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration. - Chenyang Lyu; Minghao Wu; Longyue Wang; Xinting Huang; Bingshuai Liu; Zefeng Du; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling. - Longyue Wang; Zefeng Du; Donghuai Liu; Deng Cai 002; Dian Yu 001; Haiyun Jiang; Yan Wang 060; Leyang Cui; Shuming Shi 001; Zhaopeng Tu (CoRR, 2023)

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. - Yue Zhang 004; Yafu Li; Leyang Cui; Deng Cai 002; Lemao Liu; Tingchen Fu; Xinting Huang; Enbo Zhao; Yu Zhang 092; Yulong Chen 001; Longyue Wang; Anh Tuan Luu; et al. (CoRR, 2023)

A Benchmark for Text Expansion: Datasets, Metrics, and Baselines. - Yi Chen 019; Haiyun Jiang; Wei Bi; Rui Wang 092; Longyue Wang; Shuming Shi 001; Ruifeng Xu 001 (CoRR, 2023)

A Comprehensive Study of GPT-4V's Multimodal Capabilities in Medical Imaging. - Yingshu Li; Yunyi Liu; Zhanyu Wang; Xinyu Liang; Lingqiao Liu; Lei Wang 001; Leyang Cui; Zhaopeng Tu; Longyue Wang; Luping Zhou (CoRR, 2023)

A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering. - Yunxin Li; Longyue Wang; Baotian Hu; Xinyu Chen 003; Wanqi Zhong; Chenyang Lyu; Min Zhang 005 (CoRR, 2023)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Zicheng Wang; Longyue Wang; Yixuan Yuan; Luping Zhou (CoRR, 2023)

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models. - Bingshuai Liu; Chenyang Lyu; Zijun Min; Zhanyu Wang; Jinsong Su; Longyue Wang (CoRR, 2023)

Recurrent graph encoder for syntax-aware neural machine translation. - Liang Ding 006; Longyue Wang; Siyou Liu (Int. J. Mach. Learn. Cybern., 2023)

Search-engine-augmented dialogue response generation with cheaply supervised query production. - Ante Wang; Linfeng Song; Qi Liu 049; Haitao Mi; Longyue Wang; Zhaopeng Tu; Jinsong Su; Dong Yu 001 (Artif. Intell., 2023)

A benchmark dataset and evaluation methodology for Chinese zero pronoun translation. - Mingzhou Xu; Longyue Wang; Siyou Liu; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (Lang. Resour. Evaluation, 2023)

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild. - Huayang Li; Siheng Li; Deng Cai 002; Longyue Wang; Lemao Liu; Taro Watanabe; Yujiu Yang; Shuming Shi 001 (ACL (Findings), 2024)

MAGE: Machine-generated Text Detection in the Wild. - Yafu Li; Qintong Li; Leyang Cui; Wei Bi; Zhilin Wang; Longyue Wang; Linyi Yang; Shuming Shi 001; Yue Zhang 004 (ACL (1), 2024)

Anchor-based Large Language Models. - Jianhui Pang; Fanghua Ye 001; Derek F. Wong; Xin He; Wanshun Chen; Longyue Wang (ACL (Findings), 2024)

Benchmarking and Improving Long-Text Translation with Large Language Models. - Longyue Wang; Zefeng Du; Wenxiang Jiao; Chenyang Lyu; Jianhui Pang; Leyang Cui; Kaiqiang Song; Derek F. Wong; Shuming Shi 001; Zhaopeng Tu (ACL (Findings), 2024)

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models. - Chenyang Lyu; Zefeng Du; Jitao Xu 003; Yitao Duan; Minghao Wu; Teresa Lynn; Alham Fikri Aji; Derek F. Wong; Longyue Wang (LREC/COLING, 2024)

On the Cultural Gap in Text-to-Image Generation. - Bingshuai Liu; Longyue Wang; Chenyang Lyu; Yong Zhang 034; Jinsong Su; Shuming Shi 001; Zhaopeng Tu (ECAI, 2024)

Reassessing Non-Autoregressive Neural Machine Translation with a Fine-Grained Error Taxonomy. - Yan Liu; Longyue Wang; Zhaopeng Tu; Deyi Xiong (ECAI, 2024)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhen Zhao 001; Zicheng Wang; Longyue Wang; Dian Yu 001; Yixuan Yuan; Luping Zhou (ECCV (5), 2024)

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference. - Zhongwei Wan; Ziang Wu; Che Liu; Jinfa Huang; Zhihong Zhu; Peng Jin 001; Longyue Wang; Li Yuan 007 (EMNLP (Findings), 2024)

MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills. - Zhenran Xu; Senbao Shi; Baotian Hu; Longyue Wang; Min Zhang 005 (EMNLP (Findings), 2024)

On Diversified Preferences of Large Language Model Alignment. - Dun Zeng; Yong Dai 001; Pengyu Cheng; Longyue Wang; Tianhao Hu; Wanshun Chen; Nan Du; Zenglin Xu (EMNLP (Findings), 2024)

Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks. - Chenyang Lyu; Wenxi Li; Tianbo Ji; Yi Yu 001; Longyue Wang (ICASSP, 2024)

VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context. - Yunxin Li; Baotian Hu; Haoyuan Shi; Wei Wang 164; Longyue Wang; Min Zhang 005 (ICML, 2024)

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. - Zhanyu Wang; Longyue Wang; Zhen Zhao 001; Minghao Wu; Chenyang Lyu; Huayang Li; Deng Cai 002; Luping Zhou; Shuming Shi 001; Zhaopeng Tu (ACM Multimedia, 2024)

Benchmarking LLMs via Uncertainty Quantification. - Fanghua Ye 001; Mingming Yang; Jianhui Pang; Longyue Wang; Derek F. Wong; Emine Yilmaz; Shuming Shi 001; Zhaopeng Tu (NeurIPS, 2024)

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation. - Yunxin Li; Haoyuan Shi; Baotian Hu; Longyue Wang; Jiashun Zhu; Jinyi Xu; Zhen Zhao 001; Min Zhang 005 (SIGGRAPH Asia, 2024)

FilmAgent: Automating Virtual Film Production Through a Multi-Agent Collaborative Framework. - Zhenran Xu; Jifang Wang; Longyue Wang; Zhouyi Li; Senbao Shi; Baotian Hu; Min Zhang 005 (SIGGRAPH Asia Technical Communications, 2024)

Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation. - Longyue Wang; Siyou Liu; Chenyang Lyu; Wenxiang Jiao; Xing Wang 007; Jiahao Xu; Zhaopeng Tu; Yan Gu; Weiyu Chen; Minghao Wu; Liting Zhou; Philipp Koehn; et al. (WMT, 2024)

DrugAssist: a large language model for molecule optimization. - Geyan Ye; Xibao Cai; Houtim Lai; Xing Wang 007; Junhong Huang; Longyue Wang; Wei Liu 005; Xiangxiang Zeng (Briefings Bioinform., 2024)

Anchor-based Large Language Models. - Jianhui Pang; Fanghua Ye 001; Derek F. Wong; Longyue Wang (CoRR, 2024)

Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model. - Peng Zhou 011; Jianmin Wang 016; Chunyan Li 002; Zixu Wang; Yiping Liu; Siqi Sun; Jianxin Lin; Longyue Wang; Xiangxiang Zeng (CoRR, 2024)

On the Information Redundancy in Non-Autoregressive Translation. - Zhihao Wang; Longyue Wang; Jinsong Su; Junfeng Yao; Zhaopeng Tu (CoRR, 2024)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts. - Minghao Wu; Yulin Yuan; Gholamreza Haffari; Longyue Wang (CoRR, 2024)

VideoVista: A Versatile Benchmark for Video Understanding and Reasoning. - Yunxin Li; Xinyu Chen 003; Baotian Hu; Longyue Wang; Haoyuan Shi; Min Zhang 005 (CoRR, 2024)

Large Language Models as Code Executors: An Exploratory Study. - Chenyang Lyu; Lecheng Yan; Rui Xing; Wenxi Li; Younes Samih; Tianbo Ji; Longyue Wang (CoRR, 2024)

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions. - Yu Zhao; Huifeng Yin; Bo Zeng; Hao Wang; Tianqi Shi; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2024)

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement. - Lingfeng Ming; Bo Zeng; Chenyang Lyu; Tianqi Shi; Yu Zhao; Xue Yang; Yefeng Liu; Yiyu Wang; Linlong Xu; Yangyang Liu; Xiaohu Zhao; Hao Wang; et al. (CoRR, 2024)

Learning to Denoise Biomedical Knowledge Graph for Robust Molecular Interaction Prediction. - Tengfei Ma 002; Yujie Chen; Wen Tao; Dashun Zheng; Xuan Lin; Patrick Cheong-Iao Pang; Yiping Liu; Yijun Wang 002; Longyue Wang; Bosheng Song; Xiangxiang Zeng; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2024)

CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models. - Xintong Wang 001; Jingheng Pan; Liang Ding 006; Longyue Wang; Longqin Jiang; Xingshan Li; Chris Biemann (ACL (Findings), 2025)

A Unified Agentic Framework for Evaluating Conditional Image Generation. - Jifang Wang; Yangxue Yangxue; Longyue Wang; Zhenran Xu; Yiyu Wang; Yaowei Wang 001; Weihua Luo; Kaifu Zhang; Baotian Hu; Min Zhang 005 (ACL (1), 2025)

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models. - Huifeng Yin; Yu Zhao; Minghao Wu; Xuanfan Ni; Bo Zeng; Hao Wang; Tianqi Shi; Liangying Shao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (ACL (1), 2025)

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language. - Bo Zeng; Chenyang Lyu; Sinuo Liu; Mingyan Zeng; Minghao Wu; Xuanfan Ni; Tianqi Shi; Yu Zhao; Yefeng Liu; Chenyu Zhu; Ruizhe Li; Jiahui Geng; et al. (ACL (1), 2025)

Large Language and Protein Assistant for Protein-Protein Interactions Prediction. - Peng Zhou 011; Pengsen Ma; Jianmin Wang 016; Xibao Cai; Haitao Huang; Wei Liu 005; Longyue Wang; Lai Hou Tim; Xiangxiang Zeng (ACL (1), 2025)

Enhancing Video-Text Matching via Sparse Stratified Sampling. - Chenyang Lyu; Wenxi Li; Tianbo Ji; Liting Zhou; Pintu Lohar; Yi Yu 001; Longyue Wang (ICASSP, 2025)

D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models. - Zhongwei Wan; Xinjian Wu; Yu Zhang 133; Yi Xin 003; Chaofan Tao; Zhihong Zhu; Xin Wang 120; Siqi Luo; Jing Xiong; Longyue Wang; Mi Zhang 002 (ICLR, 2025)

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. - Zhiwen Ruan; Yixia Li; He Zhu; Longyue Wang; Weihua Luo; Kaifu Zhang; Yun Chen 007; Guanhua Chen 001 (NAACL (Findings), 2025)

Overview of the NTCIR-18 Lifelog-6 Task. - Liting Zhou; Cathal Gurrin; Hsin-Hung Chen; Hideo Joho; Chenyang Lyu; Longyue Wang; Graham Healy; Ly-Duyen Tran; Quang-Linh Tran; Hoang Bao Le; Duc-Tien Dang-Nguyen; Tianbo Ji (NTCIR, 2025)

Widening the bottleneck of lexical choice for non-autoregressive translation. - Liang Ding 006; Longyue Wang; Siyou Liu; Weihua Luo; Kaifu Zhang (Comput. Speech Lang., 2025)

Pretraining graph transformer for molecular representation with fusion of multimodal information. - Ruizhe Chen; Chunyan Li 002; Longyue Wang; Mingquan Liu; Shugao Chen; Jiahao Yang; Xiangxiang Zeng (Inf. Fusion, 2025)

Suppression of Moving Target Interference in GB-SAR Deformation Monitoring. - Yunkai Deng; Song Gao; Xin Xie; Weiming Tian; Longyue Wang; Kai Yan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models. - Jianhui Pang; Fanghua Ye 001; Derek Fai Wong; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu; Longyue Wang (Trans. Assoc. Comput. Linguistics, 2025)

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts. - Minghao Wu; Jiahao Xu; Yulin Yuan; Gholamreza Haffari; Longyue Wang; Weihua Luo; Kaifu Zhang (Trans. Assoc. Comput. Linguistics, 2025)

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces. - Zhenran Xu; Longyue Wang; Jifang Wang; Zhouyi Li; Senbao Shi; Xue Yang; Yiyu Wang; Baotian Hu; Jun Yu; Min Zhang 005 (CoRR, 2025)

Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models. - Chenyu Zhu; Yefeng Liu; Chenyang Lyu; Xue Yang; Guanhua Chen 001; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2025)

DBudgetKV: Dynamic Budget in KV Cache Compression for Ensuring Optimal Performance. - Xuanfan Ni; Liyan Xu; Chenyang Lyu; Longyue Wang; Mo Yu; Lemao Liu; Fandong Meng; Jie Zhou 016; Piji Li (CoRR, 2025)

Towards Widening The Distillation Bottleneck for Reasoning Models. - Huifeng Yin; Yu Zhao; Minghao Wu; Xuanfan Ni; Bo Zeng; Hao Wang; Tianqi Shi; Liangying Shao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2025)

New Trends for Modern Machine Translation with Large Reasoning Models. - Sinuo Liu; Chenyang Lyu; Minghao Wu; Longyue Wang; Weihua Luo; Kaifu Zhang; Zifu Shang (CoRR, 2025)

A Unified Agentic Framework for Evaluating Conditional Image Generation. - Jifang Wang; Xue Yang; Longyue Wang; Zhenran Xu; Yiyu Wang; Yaowei Wang 001; Weihua Luo; Kaifu Zhang; Baotian Hu; Min Zhang 005 (CoRR, 2025)

The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks. - Minghao Wu; Weixuan Wang; Sinuo Liu; Huifeng Yin; Xintong Wang 001; Yu Zhao; Chenyang Lyu; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 2025)

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models. - Yunxin Li; Zhenyu Liu; Zitao Li; Xuanyu Zhang; Zhenran Xu; Xinyu Chen 003; Haoyuan Shi; Shenyuan Jiang; Xintong Wang 001; Jifang Wang; Shouzheng Huang; Xinping Zhao; et al. (CoRR, 2025)

TransBench: Benchmarking Machine Translation for Industrial-Scale Applications. - Haijun Li; Tianqi Shi; Zifu Shang; Yuxuan Han; Xueyu Zhao; Hao Wang; Yu Qian; Zhiqiang Qian; Linlong Xu; Minghao Wu; Chenyang Lyu; Longyue Wang; et al. (CoRR, 2025)

Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites. - Xintong Wang 001; Yixiao Liu; Jingheng Pan; Liang Ding 006; Longyue Wang; Chris Biemann (CoRR, 2025)

VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization. - Yunxin Li; Xinyu Chen 003; Zitao Li; Zhenyu Liu; Longyue Wang; Wenhan Luo; Baotian Hu; Min Zhang 005 (CoRR, 2025)

Uni-MoE: Scaling Unified Multimodal LLMs With Mixture of Experts. - Yunxin Li; Shenyuan Jiang; Baotian Hu; Longyue Wang; Wanqi Zhong; Wenhan Luo; Lin Ma 002; Min Zhang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development. - Zhenran Xu; Xue Yang; Yiyu Wang; Qingli Hu; Zijiao Wu; Longyue Wang; Weihua Luo; Kaifu Zhang; Baotian Hu; Min Zhang 005 (CoRR, 2025)

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation. - Zhenran Xu; Yiyu Wang; Xue Yang; Longyue Wang; Weihua Luo; Kaifu Zhang; Baotian Hu; Min Zhang 005 (CoRR, 2025)

AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation. - Haoyuan Shi; Yunxin Li; Xinyu Chen 003; Longyue Wang; Baotian Hu; Min Zhang 005 (CoRR, 2025)

Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation. - Xintong Wang 001; Jingheng Pan; Yixiao Liu; Xiaohu Zhao; Chenyang Lyu; Minghao Wu; Chris Biemann; Longyue Wang; Linlong Xu; Weihua Luo; Kaifu Zhang (CoRR, 2025)

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models. - Bo Zeng; Chenyang Lyu; Sinuo Liu; Mingyan Zeng; Minghao Wu; Xuanfan Ni; Tianqi Shi; Yu Zhao; Yefeng Liu; Chenyu Zhu; Ruizhe Li; Jiahui Geng; et al. (CoRR, 2025)

Marco-Voice Technical Report. - Fengping Tian; Chenyang Lyu; Xuanfan Ni; Haoqin Sun; Qingjuan Li; Zhiqiang Qian; Haijun Li; Longyue Wang; Zhao Xu; Weihua Luo; Kaifu Zhang (CoRR, 2025)