FanOutQA: A multi-hop, multi-document question answering benchmark for large language models

A Zhu, A Hwang, L Dugan… - Proceedings of the 62nd …, 2024 - aclanthology.org
One type of question that is commonly found in day-to-day scenarios is “fan-out” questions,
complex multi-hop, multi-document reasoning questions that require finding information …

Research on the training and application methods of a lightweight agricultural domain-specific large language model supporting mandarin chinese and uyghur

K Pan, X Zhang, L Chen - Applied Sciences, 2024 - mdpi.com
In the field of Natural Language Processing (NLP), the lack of support for minority
languages, especially Uyghur, the scarcity of Uyghur language corpora in the agricultural …

On the Limit of Language Models as Planning Formalizers

C Huang, L Zhang - ar** a consistent and reliable AI game master for text-based games is a challenging
task due to the limitations of large language models (LLMs) and the complexity of the game …

Advanced Video Transcription And Summarization A Synergy of Langchain, Language Models, And VectorDB with Mozilla Deep Speech

K Lavanya, K Aravind, V Dixit - 2024 Second International …, 2024 - ieeexplore.ieee.org
This paper introduces an advanced automated information management system, addressing
the critical need for effective transcription and summarization in the face of the burgeoning …