Distilling LLM Agent into Small Models with Retrieval and Code Tools

Minki Kang, Jongwon Jeong, Seanie Lee, Jaewoong Cho, Sung Ju Hwang

Language Model NeurIPS 2025

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Task Diversity Shortens the ICL Plateau

Jaeyeon Kim, Sehyun Kwon, Joo Young Choi, Jongho Park, Jaewoong Cho, Jason D. Lee, Ernest K. Ryu

Language Model TMLR 2025

Task Diversity Shortens the ICL Plateau

Learning to Better Search with Language Models via Guided Reinforced Self-Training

Jaeyeon Kim, Sehyun Kwon, Joo Young Choi, Jongho Park, Jaewoong Cho, Jason D. Lee, Ernest K. Ryu

Language Model NeurIPS 2025

Learning to Better Search with Language Models via Guided Reinforced Self-Training

Delving into Large Language Models for Effective Time-Series Anomaly Detection

Junwoo Park, Kyudan Jung, Dohyun Lee, Hyuck Lee, Daehoon Gwak , ChaeHun Park, Jaegul Choo, Jaewoong Cho

Language Model NeurIPS 2025

Delving into Large Language Models for Effective Time-Series Anomaly Detection

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games

Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim

Language Model EMNLP 2025

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Dongmin Park, Minkyu Kim, Beongjun Choi, Junhyuck Kim, Keon Lee, Jonghyun Lee, Inkyu Park, Byeong-Uk Lee, Jaeyoung Hwang, Jaewoo Ahn, Ameya S. Mahabaleshwarkar, Bilal Kartal, Pritam Biswas, Yoshi Suhara, Kangwook Lee, Jaewoong Cho

Language Model

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

Junhyuck Kim, Jongho Park, Jaewoong Cho, Dimitris Papailiopoulos

Language Model ICML 2025

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries

Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation

Jaechang Kim, Jinmin Goh, Inseok Hwang, Jaewoong Cho, Jungseul Ok
Language Model NAACL 2025

Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation

Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling

Daehoon Gwak, Junwoo Park, Minho Park, ChaeHun Park, Hyunchan Lee, Edward Choi, Jaegul Choo

Language Model EMNLP 2024

Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling

Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models

Minki Kang, Sung Ju Hwang, Gibbeum Lee, Jaewoong Cho

Language Model NeurIPS 2024

Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models