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 …

[HTML][HTML] Large language models and political science

M Linegar, R Kocielnik, RM Alvarez - Frontiers in Political Science, 2023 - frontiersin.org
Large Language Models (LLMs) are a type of artificial intelligence that uses information from
very large datasets to model the use of language and generate content. While LLMs like …

Chatlaw: Open-source legal large language model with integrated external knowledge bases

J Cui, Z Li, Y Yan, B Chen, L Yuan - arXiv preprint arXiv:2306.16092, 2023 - arxiv.org
Large Language Models (LLMs) have shown the potential to revolutionize natural language
processing tasks in various domains, sparking great interest in vertical-specific large …

Testing the cognitive limits of large language models

F Perez-Cruz, HS Shin - 2024 - ideas.repec.org
When posed with a logical puzzle that demands reasoning about the knowledge of others
and about counterfactuals, large language models (LLMs) display a distinctive and …

Large language models for software engineering: A systematic literature review

X Hou, Y Zhao, Y Liu, Z Yang, K Wang, L Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have significantly impacted numerous domains, notably
including Software Engineering (SE). Nevertheless, a well-rounded understanding of the …

[图书][B] Practical natural language processing: a comprehensive guide to building real-world NLP systems

S Vajjala, B Majumder, A Gupta, H Surana - 2020 - books.google.com
Many books and courses tackle natural language processing (NLP) problems with toy use
cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a …

Understanding the Dataset Practitioners Behind Large Language Model Development

C Qian, E Reif, M Kahng - arXiv preprint arXiv:2402.16611, 2024 - arxiv.org
As large language models (LLMs) become more advanced and impactful, it is increasingly
important to scrutinize the data that they rely upon and produce. What is it to be a dataset …

Large Language Models for Education: A Survey

H Xu, W Gan, Z Qi, J Wu, PS Yu - arXiv preprint arXiv:2405.13001, 2024 - arxiv.org
Artificial intelligence (AI) has a profound impact on traditional education. In recent years,
large language models (LLMs) have been increasingly used in various applications such as …

The rise and design of enterprise large language models

DE O'Leary - IEEE Intelligent Systems, 2024 - ieeexplore.ieee.org
This article investigates a new phenomenon of enterprise large language models (ELLMs)
focusing on what they are, why they are being developed, and what are some key …

[HTML][HTML] Tracing the Influence of Large Language Models across the Most Impactful Scientific Works

DM Petroșanu, A Pîrjan, A Tăbușcă - Electronics, 2023 - mdpi.com
In recent years, large language models (LLMs) have come into view as one of the most
transformative developments in the technical domain, influencing diverse sectors ranging …