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   Articles with "survey text" as a keyword



A Survey of Text Representation and Embedding Techniques in NLP

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3266377

Abstract: Natural Language Processing (NLP) is a research field where a language in consideration is processed to understand its syntactic, semantic, and sentimental aspects. The advancement in the NLP area has helped solve problems in the… read more here.

Keywords: text representation; embedding techniques; survey text; survey ... See more keywords

A Survey of Text Classification With Transformers: How Wide? How Large? How Long? How Accurate? How Expensive? How Safe?

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3349952

Abstract: Text classification in natural language processing (NLP) is evolving rapidly, particularly with the surge in transformer-based models, including large language models (LLM). This paper presents an in-depth survey of text classification techniques across diverse benchmarks,… read more here.

Keywords: classification; text classification; language; survey text ... See more keywords

A Survey of Text-to-SQL in the Era of LLMs: Where Are We, and Where Are We Going?

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recommendations! Published in 2024 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2025.3592032

Abstract: Translating users’ natural language queries (NL) into SQL queries (i.e., Text-to-SQL, a.k.a. NL2SQL) can significantly reduce barriers to accessing relational databases and support various commercial applications. The performance of Text-to-SQL has been greatly enhanced with… read more here.

Keywords: survey text; language; text sql; sql ... See more keywords

A survey on text classification: Practical perspectives on the Italian language

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recommendations! Published in 2022 at "PLoS ONE"

DOI: 10.1371/journal.pone.0270904

Abstract: Text Classification methods have been improving at an unparalleled speed in the last decade thanks to the success brought about by deep learning. Historically, state-of-the-art approaches have been developed for and benchmarked against English datasets,… read more here.

Keywords: classification; italian language; text classification; survey text ... See more keywords