TACL

From Belief Entrenchment to Robust Reasoning in LLM Agents

Jihwan Oh, Minchan Jeong, Jongwoo Ko^, Se-Young Yun^

Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning

Hanjun Cho, Gahyun Yoo, Hanseong Kim, Jay-yoon Lee

In-N-Out: A Parameter-Level API Graph Dataset for Tool Agents

Seungkyu Lee, Narim Kim, Yohan Jo

Multi-Test Nation Bias Benchmarking of LLMs with Explicit Unbiased Baselines

Jonghyeon Choi, Yeonjun Choi, Beakcheol Jang

Psychometric Item Validation Using Virtual Respondents with Trait-Response Mediators

Sungjib Lim, Woojung Song, Eun-Ju Lee, Yohan Jo

Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs

Jeongmoon Won, Seungwon Kook, Yohan Jo

Overcoming Source Object Grounding for Semantic Image Editing

Yeonjoon Jung, Seungtaek Choi, Seung-won Hwang.

TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination

Jaeseong Lee, Seung-won Hwang, Aurick Qiao, Daniel Campos, Zhewei Yao, Yuxiong He.

Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis

Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo

KoBBQ: Korean Bias Benchmark for Question Answering

Jiho Jin, Jiseon Kim, Nayeon Lee, Haneul Yoo, Alice Oh, Hwaran Lee