Rui Meng

Publications

• VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
  Rui Meng, Ziyan Jiang, Ye Liu, Mingyi Su, Xinyi Yang, Yuepeng Fu, Can Qin, Zeyuan Chen, Ran Xu, Caiming Xiong, Yingbo Zhou, Wenhu Chen, Semih Yavuz
  [code]
• VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
  Ziyan Jiang, Rui Meng, Xinyi Yang, Semih Yavuz, Yingbo Zhou, Wenhu Chen
  ICLR 2024
  [code]
• Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
  Jianqun Zhou, Yuanlei Zheng, Wei Chen, Qianqian Zheng, Hui Su, Wei Zhang, Rui Meng, Xiaoyu Shen
  ICLR 2024
  [code]
• SFR-Embedding-Mistral: Enhance Text Retrieval with Transfer Learning
  Rui Meng, Ye Liu, Shafiq Rayhan Joty, Caiming Xiong, Yingbo Zhou, Semih Yavuz
• XGen-7B Technical Report
  Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryściński, Lidiya Murakhovs' ka, Prafulla Kumar Choubey, Alex Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong
• Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
  Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
  59th Annual Meeting of the Association for Computational Linguistics. 2021. (ACL 2021).
  [code] [video] [slides]
• Integrating transformer and paraphrase rules for sentence simplification
  Sanqiang Zhao, Rui Meng, Daqing He, Andi Saptono, Bambang Parmanto
  Conference on Empirical Methods in Natural Language Processing. 2018. (EMNLP 2018).
  [code] [video]
• Deep Keyphrase Generation
  Rui Meng, Sanqiang Zhao, Shuguang Han, Daqing He, Peter Brusilovsky, Yu Chi
  55th Annual Meeting of Association for Computational Linguistics. 2017. (ACL 2017).
  [code] [data] [model] [video] [slides]