Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation. - Shizhe Diao; Ruijia Xu; Hongjin Su; Yilei Jiang; Yan Song 003; Tong Zhang 001 (ACL/IJCNLP (1), 2021)

One Embedder, Any Task: Instruction-Finetuned Text Embeddings. - Hongjin Su; Weijia Shi; Jungo Kasai; Yizhong Wang; Yushi Hu; Mari Ostendorf; Wen-tau Yih; Noah A. Smith; Luke Zettlemoyer; Tao Yu 009 (ACL (Findings), 2023)

Selective Annotation Makes Language Models Better Few-Shot Learners. - Hongjin Su; Jungo Kasai; Chen Henry Wu; Weijia Shi; Tianlu Wang; Jiayi Xin; Rui Zhang 037; Mari Ostendorf; Luke Zettlemoyer; Noah A. Smith; Tao Yu 009 (ICLR, 2023)

OpenAgents: An Open Platform for Language Agents in the Wild. - Tianbao Xie; Fan Zhou; Zhoujun Cheng; Peng Shi 010; Luoxuan Weng; Yitao Liu; Toh Jing Hua; Junning Zhao; Qian Liu; Che Liu; Leo Z. Liu; Yiheng Xu; et al. (CoRR, 2023)

EvoR: Evolving Retrieval for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (EMNLP (Findings), 2024)

Lemur: Harmonizing Natural Language and Code for Language Agents. - Yiheng Xu; Hongjin Su; Chen Xing; Boyu Mi; Qian Liu; Weijia Shi; Binyuan Hui; Fan Zhou; Yitao Liu; Tianbao Xie; Zhoujun Cheng; Siheng Zhao; et al. (ICLR, 2024)

ARKS: Active Retrieval in Knowledge Soup for Code Generation. - Hongjin Su; Shuyang Jiang; Yuhang Lai; Haoyuan Wu; Boao Shi; Che Liu; Qian Liu; Tao Yu 009 (CoRR, 2024)

Application Mapping Method based on Particle Swarm Optimization for Continuous-Flow Microfluidic Biochips. - Hongjin Su; Zhisheng Chen 002; Bowen Liu; Zhen Chen; Genggeng Liu; Xing Huang 001 (ACM Great Lakes Symposium on VLSI, 2025)

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows. - Fangyu Lei; Jixuan Chen; Yuxiao Ye; Ruisheng Cao; Dongchan Shin; Hongjin Su; Zhaoqing Suo; Hongcheng Gao; Wenjing Hu; Pengcheng Yin; Victor Zhong; Caiming Xiong; et al. (ICLR, 2025)

Generative Representational Instruction Tuning. - Niklas Muennighoff; Hongjin Su; Liang Wang 046; Nan Yang 002; Furu Wei; Tao Yu 009; Amanpreet Singh; Douwe Kiela (ICLR, 2025)

Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments. - Hongjin Su; Ruoxi Sun 002; Jinsung Yoon; Pengcheng Yin; Tao Yu 009; Sercan Ö. Arik (ICLR, 2025)

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval. - Hongjin Su; Howard Yen; Mengzhou Xia; Weijia Shi; Niklas Muennighoff; Han-yu Wang; Haisu Liu; Quan Shi; Zachary S. Siegel; Michael Tang; Ruoxi Sun 002; Jinsung Yoon; et al. (ICLR, 2025)

SDCLR: Scalable Dual Control-Layer Routing for continuous-flow microfluidic biochips with minimized control ports. - Zhisheng Chen 002; Hongjin Su; Bohan Dong; Genggeng Liu; Xing Huang 001 (Integr., 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)