Harnessing the power of llms in practice: A survey on chatgpt and beyond

J Yang, H Jin, R Tang, X Han, Q Feng, H Jiang… - ACM Transactions on …, 2024 - dl.acm.org
This article presents a comprehensive and practical guide for practitioners and end-users
working with Large Language Models (LLMs) in their downstream Natural Language …

Med-halt: Medical domain hallucination test for large language models

A Pal, LK Umapathi, M Sankarasubbu - arXiv preprint arXiv:2307.15343, 2023 - arxiv.org
This research paper focuses on the challenges posed by hallucinations in large language
models (LLMs), particularly in the context of the medical domain. Hallucination, wherein …

Prompting frameworks for large language models: A survey

X Liu, J Wang, J Sun, X Yuan, G Dong, P Di… - arXiv preprint arXiv …, 2023 - arxiv.org
Since the launch of ChatGPT, a powerful AI Chatbot developed by OpenAI, large language
models (LLMs) have made significant advancements in both academia and industry …

Gemini goes to med school: exploring the capabilities of multimodal large language models on medical challenge problems & hallucinations

A Pal, M Sankarasubbu - arXiv preprint arXiv:2402.07023, 2024 - arxiv.org
Large language models have the potential to be valuable in the healthcare industry, but it's
crucial to verify their safety and effectiveness through rigorous evaluation. For this purpose …

MiniChain: A Small Library for Coding with Large Language Models

AM Rush - Proceedings of the 2023 Conference on Empirical …, 2023 - aclanthology.org
Programming augmented by large language models (LLMs) opens up many new
application areas, but also requires care. LLMs are accurate enough, on average, to replace …

PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models

J Li, Y Lan, L Wang, H Wang - arXiv preprint arXiv:2403.17411, 2024 - arxiv.org
Prompt compression is an innovative method for efficiently condensing input prompts while
preserving essential information. To facilitate quick-start services, user-friendly interfaces …

RETAIN: Interactive Tool for Regression Testing Guided LLM Migration

T Dixit, D Lee, S Fang, SS Harsha, A Sureshan… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) are increasingly integrated into diverse applications. The
rapid evolution of LLMs presents opportunities for developers to enhance applications …

[PDF][PDF] Αυτόματη παραγωγή εικόνων μόδας με χρήση προτροπής σε γενετικά μοντέλα μηχανικής μάθησης

Γ Αργυρού - 2024 - dspace.lib.ntua.gr
Περίληψη Στο σύγχρονο τοπίο της μόδας, η σύγκλιση τεχνολογίας και δημιουργικότητας έχει
δημιουργήσει νέες ευκαιρίες και αναδρομολογήσει τα πρότυπα της βιομηχανίας. Στο …

[PDF][PDF] Engenharia de Prompts para Extração de Eventos e Unidades de Plot

PH Bueno, LFM Pereira, H de Almeida Maia… - 2024 - ic.unicamp.br
A geração automática de textos é um processo desafiador, devido a dificuldades de
modelos em manterem a coesão e coerência durante todo o processo de geração. Para …