Is ChatGPT a general-purpose natural language processing task solver?
Spurred by advancements in scale, large language models (LLMs) have demonstrated the
ability to perform a variety of natural language processing (NLP) tasks zero-shot--ie, without …
ability to perform a variety of natural language processing (NLP) tasks zero-shot--ie, without …
Towards making the most of chatgpt for machine translation
ChatGPT shows remarkable capabilities for machine translation (MT). Several prior studies
have shown that it achieves comparable results to commercial systems for high-resource …
have shown that it achieves comparable results to commercial systems for high-resource …
Language models as science tutors
NLP has recently made exciting progress toward training language models (LMs) with
strong scientific problem-solving skills. However, model development has not focused on …
strong scientific problem-solving skills. However, model development has not focused on …
Olmo: Accelerating the science of language models
Language models (LMs) have become ubiquitous in both NLP research and in commercial
product offerings. As their commercial importance has surged, the most powerful models …
product offerings. As their commercial importance has surged, the most powerful models …
A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …
natural language processing (NLP) tasks including language translation, text generation …
The impact of large language models on scientific discovery: a preliminary study using gpt-4
MR AI4Science, MA Quantum - arXiv preprint arXiv:2311.07361, 2023 - arxiv.org
In recent years, groundbreaking advancements in natural language processing have
culminated in the emergence of powerful large language models (LLMs), which have …
culminated in the emergence of powerful large language models (LLMs), which have …
Sharpness-aware minimization improves language model generalization
The allure of superhuman-level capabilities has led to considerable interest in language
models like GPT-3 and T5, wherein the research has, by and large, revolved around new …
models like GPT-3 and T5, wherein the research has, by and large, revolved around new …
An empirical study of instruction-tuning large language models in chinese
Q Si, T Wang, Z Lin, X Zhang, Y Cao… - arXiv preprint arXiv …, 2023 - arxiv.org
The success of ChatGPT validates the potential of large language models (LLMs) in artificial
general intelligence (AGI). Subsequently, the release of LLMs has sparked the open-source …
general intelligence (AGI). Subsequently, the release of LLMs has sparked the open-source …
Is a question decomposition unit all we need?
Large Language Models (LMs) have achieved state-of-the-art performance on many Natural
Language Processing (NLP) benchmarks. With the growing number of new benchmarks, we …
Language Processing (NLP) benchmarks. With the growing number of new benchmarks, we …
Llama beyond english: An empirical study on language capability transfer
In recent times, substantial advancements have been witnessed in large language models
(LLMs), exemplified by ChatGPT, showcasing remarkable proficiency across a range of …
(LLMs), exemplified by ChatGPT, showcasing remarkable proficiency across a range of …