Search Results for author: JunSeong Kim

Found 4 papers, 2 papers with code

Linq-Embed-Mistral Technical Report

no code implementations • 4 Dec 2024 • Chanyeol Choi, JunSeong Kim, Seolhwa Lee, Jihoon Kwon, Sangmo Gu, Yejin Kim, Minkyung Cho, Jy-yong Sohn

This report explores the enhancement of text retrieval performance using advanced data refinement techniques.

Text Retrieval

Paper
Add Code

Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses

1 code implementation • 27 Feb 2024 • Juyeon Kim, Jeongeun Lee, Yoonho Chang, Chanyeol Choi, JunSeong Kim, Jy-yong Sohn

In addition to the explanation step, Re-Ex also incorporates new prompting techniques to reduce the token count and inference time required for the response revision process.

Hallucination

Paper
Code

Can Separators Improve Chain-of-Thought Prompting?

no code implementations • 16 Feb 2024 • Yoonjeong Park, HyunJin Kim, Chanyeol Choi, JunSeong Kim, Jy-yong Sohn

The basic idea of CoT is to let LLMs break down their thought processes step-by-step by putting exemplars in the input prompt.

8k GSM8K

Paper
Add Code

KLUE: Korean Language Understanding Evaluation

4 code implementations • 20 May 2021 • Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, JunSeong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, InKwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho

We introduce Korean Language Understanding Evaluation (KLUE) benchmark.

Dependency Parsing Dialogue State Tracking +10

565

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.