Dense Procedure Captioning in Narrated Instructional Videos. - Botian Shi; Lei Ji 001; Yaobo Liang; Nan Duan; Peng Chen 029; Zhendong Niu; Ming Zhou 001 (ACL (1), 2019)

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks. - Haoyang Huang; Yaobo Liang; Nan Duan; Ming Gong 001; Linjun Shou; Daxin Jiang; Ming Zhou 001 (EMNLP/IJCNLP (1), 2019)

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension. - Fei Yuan 010; Linjun Shou; Xuanyu Bai; Ming Gong 001; Yaobo Liang; Nan Duan; Yan Fu; Daxin Jiang (ACL, 2020)

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. - Bo Zheng 010; Haoyang Wen; Yaobo Liang; Nan Duan; Wanxiang Che; Daxin Jiang; Ming Zhou 001; Ting Liu 001 (ACL, 2020)

Cross-Lingual Transfer Learning for Medical Named Entity Recognition. - Pengjie Ding; Lei Wang; Yaobo Liang; Wei Lu; Linfeng Li; Chun Wang; Buzhou Tang; Jun Yan 010 (DASFAA (1), 2020)

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation. - Yaobo Liang; Nan Duan; Yeyun Gong; Ning Wu; Fenfei Guo; Weizhen Qi; Ming Gong 001; Linjun Shou; Daxin Jiang; Guihong Cao; Xiaodong Fan; Ruofei Zhang; et al. (EMNLP (1), 2020)

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation. - Yaobo Liang; Nan Duan; Yeyun Gong; Ning Wu; Fenfei Guo; Weizhen Qi; Ming Gong 001; Linjun Shou; Daxin Jiang; Guihong Cao; Xiaodong Fan; Bruce Zhang; et al. (CoRR, 2020)

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding. - Martin Kuo; Yaobo Liang; Lei Ji 001; Nan Duan; Linjun Shou; Ming Gong 001; Peng Chen 029 (CoRR, 2020)

Simpson's Bias in NLP Training. - Fei Yuan; Longtu Zhang; Bojun Huang; Yaobo Liang (AAAI, 2021)

GLOW : Global Weighted Self-Attention Network for Web Search. - Xuan Shan; Chuanjie Liu; Yiqian Xia; Qi Chen; Yusi Zhang; Kaize Ding; Yaobo Liang; Angen Luo; Yuxiang Luo (IEEE BigData, 2021)

Discovering Representation Sprachbund For Multilingual Pre-Training. - Yimin Fan; Yaobo Liang; Alexandre Muzio; Hany Hassan; Houqiang Li; Ming Zhou 001; Nan Duan (EMNLP (Findings), 2021)

XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge. - Xiaoze Jiang; Yaobo Liang; Weizhu Chen; Nan Duan (AAAI, 2022)

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure. - Yuan Chai; Yaobo Liang; Nan Duan (ACL (1), 2022)

Multi-View Document Representation Learning for Open-Domain Dense Retrieval. - Shunyu Zhang; Yaobo Liang; Ming Gong 001; Daxin Jiang; Nan Duan (ACL (1), 2022)

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval. - Ning Wu; Yaobo Liang; Houxing Ren; Linjun Shou; Nan Duan; Ming Gong 001; Daxin Jiang (IJCAI, 2022)

Less-forgetting Multi-lingual Fine-tuning. - Yuren Mao; Yaobo Liang; Nan Duan; Haobo Wang 001; Kai Wang; Lu Chen 001; Yunjun Gao (NeurIPS, 2022)

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast. - Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Bing Liu 001; Nan Duan (ACL (1), 2023)

Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval. - Shunyu Zhang; Yaobo Liang; Ming Gong 001; Daxin Jiang; Nan Duan (ICLR, 2023)

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs. - Yaobo Liang; Chenfei Wu; Ting Song; Wenshan Wu; Yan Xia 005; Yu Liu; Yang Ou; Shuai Lu; Lei Ji 001; Shaoguang Mao; Yun Wang; Linjun Shou; et al. (CoRR, 2023)

Low-code LLM: Visual Programming over LLMs. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Jonathan Tien; Nan Duan (CoRR, 2023)

Learning to Program with Natural Language. - Yiduo Guo; Yaobo Liang; Chenfei Wu; Wenshan Wu; Dongyan Zhao 001; Nan Duan (CoRR, 2023)

GameEval: Evaluating LLMs on Conversational Games. - Dan Qiao; Chenfei Wu; Yaobo Liang; Juntao Li; Nan Duan (CoRR, 2023)

EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation. - Wang You; Wenshan Wu; Yaobo Liang; Shaoguang Mao; Chenfei Wu; Maosong Cao; Yuzhe Cai; Yiduo Guo; Yan Xia 005; Furu Wei; Nan Duan (CoRR, 2023)

Machine-Created Universal Language for Cross-Lingual Transfer. - Yaobo Liang; Quanzhi Zhu; Junhe Zhao; Nan Duan (AAAI, 2024)

Large Language Models Can Learn Representation in Natural Language. - Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Nan Duan (ACL (Findings), 2024)

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion. - Yiduo Guo; Zekai Zhang; Yaobo Liang; Dongyan Zhao 001; Nan Duan (ACL (Findings), 2024)

Competition-Level Problems are Effective LLM Evaluators. - Yiming Huang; Zhenghao Lin; Xiao Liu 029; Yeyun Gong; Shuai Lu; Fangyu Lei; Yaobo Liang; Yelong Shen; Chen Lin 001; Nan Duan; Weizhu Chen (ACL (Findings), 2024)

Learning to Plan by Updating Natural Language. - Yiduo Guo; Yaobo Liang; Chenfei Wu; Wenshan Wu; Dongyan Zhao 001; Nan Duan (EMNLP (Findings), 2024)

PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion. - Zekai Zhang; Yiduo Guo; Yaobo Liang; Dongyan Zhao 001; Nan Duan (EMNLP (Findings), 2024)

Low-code LLM: Graphical User Interface over Large Language Models. - Yuzhe Cai; Shaoguang Mao; Wenshan Wu; Zehua Wang; Yaobo Liang; Tao Ge 001; Chenfei Wu; Wang You; Ting Song; Yan Xia 005; Nan Duan; Furu Wei (NAACL (Demonstrations), 2024)

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models. - Wanjun Zhong; Ruixiang Cui; Yiduo Guo; Yaobo Liang; Shuai Lu; Yanlin Wang 001; Amin Saied; Weizhu Chen; Nan Duan (NAACL-HLT (Findings), 2024)

Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery. - Zechang Sun; Yuan-Sen Ting; Yaobo Liang; Nan Duan; Song Huang; Zheng Cai (CoRR, 2024)

RLRF4Rec: Reinforcement Learning from Recsys Feedback for Enhanced Recommendation Reranking. - Chao Sun; Yaobo Liang; Yaming Yang 001; Shilin Xu 001; Tianmeng Yang; Yunhai Tong (CoRR, 2024)

CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation. - Qixiu Li; Yaobo Liang; Zeyu Wang; Lin Luo; Xi Chen; Mozheng Liao; Fangyun Wei; Yu Deng 006; Sicheng Xu; Yizhong Zhang; Xiaofan Wang; Bei Liu; et al. (CoRR, 2024)

UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping. - Wenbo Wang; Fangyun Wei; Lei Zhou; Xi Chen; Lin Luo; Xiaohan Yi; Yizhong Zhang; Yaobo Liang; Chang Xu; Yan Lu; Jiaolong Yang; Baining Guo (CVPR, 2025)