Joonkee Kim

4 papers · 2023–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

EACL (1) EMNLP (1) ICLR (1) NeurIPS (1)

Top co-authors

Se-Young Yun (3) James Thorne (2) Haeju Lee (1) EuiYul Song (1) Namgyu Ho (1) YongJin Yang (1) Hojoon Lee (1) Sangryul Kim (1) Gihun Lee (1) Chulhee Yun (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Learning Types (2) Interdisciplinary (1) Application Areas (1) Applications (1) Core AI (1) Learning Paradigms (1) Optimization & Theory (1) Resources & Methods (1) Social (1)

Keywords

contrastive learning (1) reinforcement learning (1) sample efficiency (1) sentiment analysis (1) social media analysis (1) explanation generation (1) explainable ai (1) loss landscape (1) zero-shot generalization (1) constrained decoding (1) generative retrieval (1) gradient propagation (1) domain gap (1) hate speech detection (1) logit adjustment (1) step-by-step reasoning (1) instruction-tuned model (1) noisy instruction (1) knowledge-intensive nlp (1) large language model (1)

Papers

Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions ICLR 2024 Re3val: Reinforced and Reranked Generative Retrieval EACL 2024 HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning EMNLP 2023 PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning NeurIPS 2023