Large language models in medicine

AJ Thirunavukarasu, DSJ Ting, K Elangovan… - Nature medicine, 2023 - nature.com
Large language models (LLMs) can respond to free-text queries without being specifically
trained in the task in question, causing excitement and concern about their use in healthcare …

A survey on large language model based autonomous agents

L Wang, C Ma, X Feng, Z Zhang, H Yang… - Frontiers of Computer …, 2024 - Springer
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …

Toolformer: Language models can teach themselves to use tools

T Schick, J Dwivedi-Yu, R Dessì… - Advances in …, 2024 - proceedings.neurips.cc
Abstract Language models (LMs) exhibit remarkable abilities to solve new tasks from just a
few examples or textual instructions, especially at scale. They also, paradoxically, struggle …

Palm 2 technical report

R Anil, AM Dai, O Firat, M Johnson, D Lepikhin… - arXiv preprint arXiv …, 2023 - arxiv.org
We introduce PaLM 2, a new state-of-the-art language model that has better multilingual and
reasoning capabilities and is more compute-efficient than its predecessor PaLM. PaLM 2 is …

[HTML][HTML] Artificial hallucinations in ChatGPT: implications in scientific writing

H Alkaissi, SI McFarlane - Cureus, 2023 - ncbi.nlm.nih.gov
While still in its infancy, ChatGPT (Generative Pretrained Transformer), introduced in
November 2022, is bound to hugely impact many industries, including healthcare, medical …

Accurate structure prediction of biomolecular interactions with AlphaFold 3

J Abramson, J Adler, J Dunger, R Evans, T Green… - Nature, 2024 - nature.com
The introduction of AlphaFold 21 has spurred a revolution in modelling the structure of
proteins and their interactions, enabling a huge range of applications in protein modelling …

Unifying large language models and knowledge graphs: A roadmap

S Pan, L Luo, Y Wang, C Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Large language models (LLMs), such as ChatGPT and GPT4, are making new waves in the
field of natural language processing and artificial intelligence, due to their emergent ability …

Siren's song in the AI ocean: a survey on hallucination in large language models

Y Zhang, Y Li, L Cui, D Cai, L Liu, T Fu… - arXiv preprint arXiv …, 2023 - arxiv.org
While large language models (LLMs) have demonstrated remarkable capabilities across a
range of downstream tasks, a significant concern revolves around their propensity to exhibit …

Evaluating object hallucination in large vision-language models

Y Li, Y Du, K Zhou, J Wang, WX Zhao… - arXiv preprint arXiv …, 2023 - arxiv.org
Inspired by the superior language abilities of large language models (LLM), large vision-
language models (LVLM) have been recently explored by integrating powerful LLMs for …

[PDF][PDF] Communicative agents for software development

C Qian, X Cong, C Yang, W Chen, Y Su… - arXiv preprint arXiv …, 2023 - openreview.net
Software engineering is a domain characterized by intricate decision-making processes,
often relying on nuanced intuition and consultation. Recent advancements in deep learning …