Recent Publications

Publications The latest 10 papers published or under review

The Impact of Retrieved Document Bias on Generated Responses in RAG: An Analysis through Political Bias Experiments

Seungho Cho, Changgeon Ko, Taeho Hwang, Jeong yeon Seo, and Jong C. Park
Korea Software Congress (KSC2024), Dec 18-20, 2024.
(selected as the best paper)

Improving Keypoint-based Korean Sign Language Translation Performance Through Frame-wise Contrastive Learning

Hyeyeon Kim, Junmyeong Lee, Eui Jun Hwang, and Jong C. Park
Korea Software Congress (KSC2024), Dec 18-20, 2024.
(selected as the best paper)

Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach

Changgeon Ko, Jisu Shin, Hoyun Song, Jeong yeon Seo, and Jong C. Park
The workshop on Socially Responsible Language Modelling Research at NeurIPS 2024 (SoLaR@NeurIPS 2024), Dec 14, 2024.
(accepted)

PiLaMIM: Toward Richer Visual Representations by Integrating Pixel and Latent Masked Image Modeling

Junmyeong Lee, Eui Jun Hwang, Sukmin Cho, and Jong C. Park
The workshop on Self-Supervised Learning - Theory and Practice at NeurIPS 2024 (SSL@NeurIPS 2024), Dec 14, 2024.
(accepted)

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Sukmin Cho, Soyeong Jeong, Jeong yeon Seo, Taeho Hwang, and Jong C. Park
Findings of the Association for Computational Linguistics: EMNLP 2024 (Findings of EMNLP), Nov 12-14, 2024.

Towards Effective Counter-Responses: Aligning Human Preferences with Strategies to Combat Online Trolling

Huije Lee, Hoyun Song, Jisu Shin, Sukmin Cho, SeungYoon Han, and Jong C. Park
Findings of the Association for Computational Linguistics: EMNLP 2024 (Findings of EMNLP), Nov 12-14, 2024.

DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation

Taeho Hwang, Soyeong Jeong, Sukmin Cho, SeungYoon Han, and Jong C. Park
The Third workshop on knowledge-augmented methods for NLP at ACL 2024 (KnowledgeNLP@ACL 2024), Aug 16, 2024.

Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models

Jisu Shin, Hoyun Song, Huije Lee, Soyeong Jeong, and Jong C. Park
Findings of the Association for Computational Linguistics: ACL 2024 (Findings of ACL), Aug 11-16, 2024.

Retrieval-Augmented Generation through Zero-shot Sentence-Level Passage Refinement using LLMs

Taeho Hwang, Soyeong Jeong, Sukmin Cho, and Jong C. Park
Proceedings of the Korea Computer Congress (KCC 2024), June 26-28, 2024.
(selected as the outstanding paper)

Enhancing Sign Language Recognition with Pose-Based Data Augmentation: Focusing on Hand Keypoints

SeungYoon Han, Aujin Kim, KyungGeun Roh, and Jong C. Park
Proceedings of the Korea Computer Congress (KCC 2024), June 26-28, 2024.