5 citations · 6 across the 9 of their papers we have counts for
4 papers · 1 filter
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems
Jisoo Lee, Raeyoung Chang, Dongwook Kwon +2
Multi-agent systems built on language models have shown strong performance on collaborative reasoning tasks. However, existing evaluations focus only on the correctness of the fina…
Cross-Attention Speculative Decoding
Wei Zhong, Manasa Bharadwaj, Yixiao Wang +2
Speculative decoding (SD) is a widely adopted approach for accelerating inference in large language models (LLMs), particularly when the draft and target models are well aligned. H…
The Hidden Space of Safety: Understanding Preference-Tuned LLMs in Multilingual context
Nikhil Verma, Manasa Bharadwaj
Alignment tuning has enabled large language models to excel in reasoning, instruction-following, and minimizing harmful generations. However, despite their widespread deployment, t…
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification
Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj
Harmful and offensive communication or content is detrimental to social bonding and the mental state of users on social media platforms. Text detoxification is a crucial task in na…