Large language models in healthcare and medical domain: A review

ZA Nazi, W Peng - arXiv preprint arXiv:2401.06775, 2023 - arxiv.org
The deployment of large language models (LLMs) within the healthcare sector has sparked
both enthusiasm and apprehension. These models exhibit the remarkable capability to …

The latest in natural language generation: Trends, tools and applications in industry

HK Skrodelis, A Romanovs, N Zenina… - 2023 IEEE 10th …, 2023 - ieeexplore.ieee.org
Natural Language Generation (NLG) has experienced rapid progress in recent years with
advancements in artificial intelligence contributing to its evolution. In this paper, we present …

Evaluating local language models: An application to financial earnings calls

TR Cook, S Kazinnik, AL Hansen… - Available at SSRN …, 2023 - papers.ssrn.com
This study evaluates the performance of local large language models (LLMs) in interpreting
financial texts, in comparison to closed-source, cloud-based models. Our study is comprised …

Large language models reduce agency costs

DWE Allen, C Berg, N Ilyushina… - Available at SSRN …, 2023 - papers.ssrn.com
Abstract Large Language Models (LLMs) or generative AI have emerged as a new general-
purpose technology in applied machine learning. These models are increasingly employed …

[PDF][PDF] Large Language Models and Low-Resource Languages: An Examination of Armenian NLP

H Avetisyan, D Broneske - Findings of the Association for …, 2023 - aclanthology.org
This paper presents a comprehensive review of Natural Language Processing (NLP)
research on Armenian, a language that, despite its rich history and unique linguistic …

Benchmarking Large Language Models on CFLUE--A Chinese Financial Language Understanding Evaluation Dataset

J Zhu, J Li, Y Wen, L Guo - arXiv preprint arXiv:2405.10542, 2024 - arxiv.org
In light of recent breakthroughs in large language models (LLMs) that have revolutionized
natural language processing (NLP), there is an urgent need for new benchmarks to keep …

Large language models meet nlp: A survey

L Qin, Q Chen, X Feng, Y Wu, Y Zhang, Y Li… - arXiv preprint arXiv …, 2024 - arxiv.org
While large language models (LLMs) like ChatGPT have shown impressive capabilities in
Natural Language Processing (NLP) tasks, a systematic investigation of their potential in this …

The Working Limitations of Large Language Models

M Burtsev, M Reeves, A Job - MIT Sloan Management Review, 2023 - search.proquest.com
Large language models (LLMs) like ChatGPT have the potential to transform businesses by
generating creative responses to queries. However, it is important to understand the …

Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers

R Movva, S Balachandar, K Peng… - Proceedings of the …, 2024 - aclanthology.org
Large language models (LLMs) are dramatically influencing AI research, spurring
discussions on what has changed so far and how to shape the field's future. To clarify such …

Mind your Language (Model): Fact-Checking LLMs and their Role in NLP Research and Practice

AS Luccioni, A Rogers - arXiv preprint arXiv:2308.07120, 2023 - arxiv.org
Much of the recent discourse within the NLP research community has been centered around
Large Language Models (LLMs), their functionality and potential--yet not only do we not …