Zobrazeno 1 - 10
of 93
pro vyhledávání: '"Rawte P"'
Autor:
Rawte, Vipula, Jain, Sarthak, Sinha, Aarush, Kaushik, Garv, Bansal, Aman, Vishwanath, Prathiksha Rumale, Jain, Samyak Rajesh, Reganti, Aishwarya Naresh, Jain, Vinija, Chadha, Aman, Sheth, Amit P., Das, Amitava
Latest developments in Large Multimodal Models (LMMs) have broadened their capabilities to include video understanding. Specifically, Text-to-video (T2V) models have made significant progress in quality, comprehension, and duration, excelling at crea
Externí odkaz:
http://arxiv.org/abs/2411.10867
Autor:
Beardo, Albert, Desmarchelier, Paul, Tsai, Chia-Nien, Rawte, Prajit, Termentzidis, Konstantinos, Hussein, Mahmoud I.
Phonon localization is a phenomenon that influences numerous material properties in condensed matter physics. Anderson localization brings rise to localized atomic-scale phonon interferences in disordered lattices with an influence limited to high-fr
Externí odkaz:
http://arxiv.org/abs/2406.04097
Thermal transport in crystals is influenced by chemistry, boundaries, and nanostructure. The anharmonic phonon band structure extracted from molecular-dynamics simulations provides an illuminating view of both the type and extent of prevalence of wav
Externí odkaz:
http://arxiv.org/abs/2404.15831
Autor:
Rawte, Vipula, Tonmoy, S. M Towhidul Islam, Rajbangshi, Krishnav, Nag, Shravani, Chadha, Aman, Sheth, Amit P., Das, Amitava
The widespread adoption of Large Language Models (LLMs) has facilitated numerous benefits. However, hallucination is a significant concern. In response, Retrieval Augmented Generation (RAG) has emerged as a highly promising paradigm to improve LLM ou
Externí odkaz:
http://arxiv.org/abs/2403.19113
Autor:
Rawte, Vipula, Tonmoy, S. M Towhidul Islam, Zaman, S M Mehedi, Priya, Prachi, Chadha, Aman, Sheth, Amit P., Das, Amitava
Hallucination has emerged as the most vulnerable aspect of contemporary Large Language Models (LLMs). In this paper, we introduce the Sorry, Come Again (SCA) prompting, aimed to avoid LLM hallucinations by enhancing comprehension through: (i) optimal
Externí odkaz:
http://arxiv.org/abs/2403.18976
Autor:
Rani, Anku, Rawte, Vipula, Sharma, Harshad, Anand, Neeraj, Rajbangshi, Krishnav, Sheth, Amit, Das, Amitava
The troubling rise of hallucination presents perhaps the most significant impediment to the advancement of responsible AI. In recent times, considerable research has focused on detecting and mitigating hallucination in Large Language Models (LLMs). H
Externí odkaz:
http://arxiv.org/abs/2403.17306
Autor:
Tonmoy, S. M Towhidul Islam, Zaman, S M Mehedi, Jain, Vinija, Rani, Anku, Rawte, Vipula, Chadha, Aman, Das, Amitava
As Large Language Models (LLMs) continue to advance in their ability to write human-like text, a key challenge remains around their tendency to hallucinate generating content that appears factual but is ungrounded. This issue of hallucination is argu
Externí odkaz:
http://arxiv.org/abs/2401.01313
Autor:
Rawte, Vipula, Chakraborty, Swagata, Pathak, Agnibh, Sarkar, Anubhav, Tonmoy, S. M Towhidul Islam, Chadha, Aman, Sheth, Amit P., Das, Amitava
The recent advancements in Large Language Models (LLMs) have garnered widespread acclaim for their remarkable emerging capabilities. However, the issue of hallucination has parallelly emerged as a by-product, posing significant concerns. While some r
Externí odkaz:
http://arxiv.org/abs/2310.04988
Autor:
Rawte, Vipula, Priya, Prachi, Tonmoy, S. M Towhidul Islam, Zaman, S M Mehedi, Sheth, Amit, Das, Amitava
As Large Language Models (LLMs) have advanced, they have brought forth new challenges, with one of the prominent issues being LLM hallucination. While various mitigation techniques are emerging to address hallucination, it is equally crucial to delve
Externí odkaz:
http://arxiv.org/abs/2309.11064
Hallucination in a foundation model (FM) refers to the generation of content that strays from factual reality or includes fabricated information. This survey paper provides an extensive overview of recent efforts that aim to identify, elucidate, and
Externí odkaz:
http://arxiv.org/abs/2309.05922