Hongjin Su
9 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Natural Language Processing
(6)
Machine Learning
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Artificial Intelligence
(4)
Core AI
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Application Areas
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Applications
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Core Methods
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Learning Types · Machine Learning
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Resources & Methods
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Deep Learning
(2)
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Learning Types · Deep Learning
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Generation
(1)
Keywords
instruction tuning
(3)
code generation
(3)
large language model
(2)
in-context learning
(2)
retrieval-augmented generation
(2)
text embedding
(2)
environment interaction
(2)
domain adaptation
(1)
transfer learning
(1)
benchmark evaluation
(1)
semantic parsing
(1)
information retrieval
(1)
text representation
(1)
text generation
(1)
few-shot learning
(1)
continued pretraining
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knowledge base
(1)
self-supervised learning
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document retrieval
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dialect translation
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Papers
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
ICLR 2025
Generative Representational Instruction Tuning
ICLR 2025
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
ICLR 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025
EvoR: Evolving Retrieval for Code Generation
EMNLP 2024
Lemur: Harmonizing Natural Language and Code for Language Agents
ICLR 2024
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
ACL 2023
Selective Annotation Makes Language Models Better Few-Shot Learners
ICLR 2023
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation
ACL 2021