이상구Sang-Goo Lee

CUB: Benchmarking Context Utilisation Techniques for Language Models

Lovisa Hagström, Youna Kim, Haeun Yu, Sang-goo Lee, Richard Johansson, Hyunsoo Cho, Isabelle Augenstein

Task-aware Block Pruning with Output Distribution Signals for Large Language Models

Song-ha Jo, Youngrok Ko, Sang-goo Lee, Jinseok Seol

A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs

Sean Kim, Hyuhng Joon Kim

Parameter-Efficiently Leveraging Session Information in Deep Learning-Based Session-Aware Sequential Recommendation

Jinseok Seol, Youngrok Ko, Sang-goo Lee

SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation

Janghyeon Yun, Sang-goo Lee

When to Speak, When to Abstain: Contrastive Decoding with Abstention

Hyuhng Joon Kim, Youna Kim, Sang-goo Lee, Taeuk Kim

Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts

Youna Kim, Hyuhng Joon Kim, Cheonbok Park, Choonghyun Park, Hyunsoo Cho, Jun Yeob Kim, Kang Min Yoo, Sang-goo Lee, Taeuk Kim

Aligning Language Models to Explicitly Handle Ambiguity

Hyuhng Joon Kim, Youna Kim, Cheonbok Park, Jun Yeob Kim, Choonghyun Park, Kang Min Yoo, Sang-goo Lee, Taeuk Kim