Recent Publications

Publications The latest 10 papers published or under review

A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production

Eui Jun Hwang, Sukmin Cho, Junmyeong Lee, and Jong C. Park
Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Apr 29-May 4, 2025

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Sukmin Cho, SJ Choi, Taeho Hwang, Jeongyeon Seo, Soyeong Jeong, Huije Lee, Hoyun Song, Jong C. Park, and YJ Kwon
Findings of the Association for Computational Linguistics: NAACL 2025, Apr 29-May 4, 2025

A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production

Eui Jun Hwang, Sukmin Cho, Huije Lee, Youngwoo Yoon, and Jong C. Park
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), Feb 28-Mar 4, 2025

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.

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.

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.