Recent Publications

Publications The latest 10 papers published or under review

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.

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, and Jong C. Park
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 16-21, 2024.

Effective Pre-processing on Hand Keypoints for Sign Language Recognition

KyungGeun Roh
MS Thesis, KAIST, 2024