A Modified Method of Latent Class Analysis for File Organization in Information Retrieval [PDF]
William K. Winters
openalex +1 more source
A survey of languages and systems for information retrieval [PDF]
Mandalay Grems
openalex +1 more source
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios [PDF]
In Retrieval-Augmented Generation (RAG) tasks using Large Language Models (LLMs), the quality of retrieved information is critical to the final output. This paper introduces the IRSC benchmark for evaluating the performance of embedding models in multilingual RAG tasks.
arxiv
Learning to rank for information retrieval
Tie-Yan Liu
semanticscholar +1 more source
BIR: Biomedical Information Retrieval System for Cancer Treatment in Electronic Health Record Using Transformers. [PDF]
Ahmad PN+4 more
europepmc +1 more source
Overreliance on inefficient computer-mediated information retrieval is countermanded by strategy advice that promotes memory-mediated retrieval. [PDF]
Weis PP, Kunde W.
europepmc +1 more source
Automation and Information Retrieval in Archives—the Broad Concepts [PDF]
R. D. Campbell
openalex +1 more source
Redefining Information Retrieval of Structured Database via Large Language Models [PDF]
Retrieval augmentation is critical when Language Models (LMs) exploit non-parametric knowledge related to the query through external knowledge bases before reasoning. The retrieved information is incorporated into LMs as context alongside the query, enhancing the reliability of responses towards factual questions.
arxiv
Position-context additive transformer-based model for classifying text data on social media
In recent years, the continuous increase in the growth of text data on social media has been a major reason to rely on the pre-training method to develop new text classification models specially transformer-based models that have proven worthwhile in ...
M. M. Abd-Elaziz+3 more
doaj +1 more source