2 papers
cs.CL2025
BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MT
Seung-Woo Choi, Ga-Hyun Yoo, Jay-Yoon Lee
Recent Large Language Models (LLMs) have demonstrated impressive translation performance without requiring fine-tuning on additional parallel corpora. However, they still face sign…
cs.CL2024
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
Seong-Il Park, Seung-Woo Choi, Na-Hyun Kim +1
Retrieval-Augmented Language Models (RALMs) have significantly improved performance in open-domain question answering (QA) by leveraging external knowledge. However, RALMs still st…