Cfbench: A comprehensive constraints-following benchmark for llms
The adeptness of Large Language Models (LLMs) in comprehending and following natural
language instructions is critical for their deployment in sophisticated real-world applications …
language instructions is critical for their deployment in sophisticated real-world applications …
Chinese tiny llm: Pretraining a chinese-centric large language model
In this study, we introduce CT-LLM, a 2B large language model (LLM) that illustrates a
pivotal shift towards prioritizing the Chinese language in developing LLMs. Uniquely …
pivotal shift towards prioritizing the Chinese language in developing LLMs. Uniquely …
Survey of cultural awareness in language models: Text and beyond
Large-scale deployment of large language models (LLMs) in various applications, such as
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …
CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints
A Atmakuru, J Nainani, RSR Bheemreddy… - arXiv preprint arXiv …, 2024 - arxiv.org
Evaluating the creativity of large language models (LLMs) in story writing is difficult because
LLM-generated stories could seemingly look creative but be very similar to some existing …
LLM-generated stories could seemingly look creative but be very similar to some existing …
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
In the realm of large language models (LLMs), the ability of models to accurately follow
instructions is paramount as more agents and applications leverage LLMs for construction …
instructions is paramount as more agents and applications leverage LLMs for construction …
Latent Learningscape Guided In-context Learning
The growing interest in leveraging large language models is driven by their exceptional
imitation and reasoning capabilities. In-context learning (ICL), a streamlined method, has …
imitation and reasoning capabilities. In-context learning (ICL), a streamlined method, has …
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts
Large Language Models (LLMs) have made significant advancements across numerous
domains, but their capabilities in Chinese Classical Literature and Language Arts (CCLLA) …
domains, but their capabilities in Chinese Classical Literature and Language Arts (CCLLA) …