Su, Hongjin
- One Embedder, Any Task: Instruction-Finetuned Text Embeddings
2022/12/19 by Hongjin Su, Su, Hongjin, Weijia Shi +17 · 3 voices · 38 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
2024/11/12 by Fangyu Lei, Lei, Fangyu, Jixuan Chen +29 · 64 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Service-Oriented Architecture and Web Services #Scientific Computing and Data Management
- Generative Representational Instruction Tuning
2024/02/15 by Niklas Muennighoff, Hongjin Su, Muennighoff, Niklas +13 · 2 voices · 33 citations
Computer Science · Psychology · #Innovative Teaching and Learning Methods #cs.AI #cs.CL #cs.LG
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
2024/07/16 by Hongjin Su, Su, Hongjin, H. W. Yen +26 · 40 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Semantic Web and Ontologies
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025/11/26 by Hongjin Su, Shizhe Diao, Su, Hongjin +29 · 4 voices · 4 citations
#cs.CL #cs.AI #cs.LG #cs.MA
- OpenAgents: An Open Platform for Language Agents in the Wild
2023/10/16 by Tianbao Xie, Xie, Tianbao, Fan Zhou +29 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Selective Annotation Makes Language Models Better Few-Shot Learners
2022/09/05 by Hongjin Su, Jungo Kasai, Su, Hongjin +19 · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- MMTEB: Massive Multilingual Text Embedding Benchmark
2025/02/19 by Enevoldsen, Kenneth, Chung, Isaac, Kerboua, Imene +83 · 32 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
2025/01/18 by Hongjin Su, Ruoxi Sun, Su, Hongjin +9 · 27 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- Lemur: Harmonizing Natural Language and Code for Language Agents
2023/10/10 by Yiheng Xu, Xu, Yiheng, Hongjin Su +29 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- EVOR: Evolving Retrieval for Code Generation
2024/02/19 by Su, Hongjin, Jiang, Shuyang, Lai, Yuhang +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos
2025/10/22 by Lu, Dunjie, Xu, Yiheng, Wang, Junli +12 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)