Hongjin Su
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Multi-Agent Systems and Negotiation, Reinforcement Learning in Robotics
Most-Cited Works
- → One Embedder, Any Task: Instruction-Finetuned Text Embeddings(2023)115 cited
- → Selective Annotation Makes Language Models Better Few-Shot Learners(2022)62 cited
- → Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation(2021)29 cited
- → Generative Representational Instruction Tuning(2024)13 cited
- → OpenAgents: An Open Platform for Language Agents in the Wild(2023)11 cited
- → MMTEB: Massive Multilingual Text Embedding Benchmark(2025)8 cited
- → Lemur: Harmonizing Natural Language and Code for Language Agents(2023)6 cited
- → EvoR: Evolving Retrieval for Code Generation(2024)5 cited
- → Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows(2024)3 cited