Keyword Extraction
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Benchmarks
Most implemented
sCAKE: Semantic Connectivity Aware Keyword Extraction
Complex Network based Supervised Keyword Extractor
PSCon: Product Search Through Conversations
SEKE: Specialised Experts for Keyword Extraction
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation
Papers
Letting the Data Speak: Extracting Keywords from Crowdsourced Collections with AI
Identifying and assigning keywords at scale is a technical, practical, and ethical challenge for crowdsourced collections. This article reports the findings of the "Extracting Keywords from Crowdsourced Collections" proj…
Keyword ExtractionBuilding a Multimodal Dataset of Academic Paper for Keyword Extraction
Up to this point, keyword extraction task typically relies solely on textual data. Neglecting visual details and audio features from image and audio modalities leads to deficiencies in information richness and overlooks …
Keyword ExtractionWeave of Formal Thought
Large language models (LLMs) attain remarkable surface fluency on code, yet they neither formally guarantee the syntactic validity of their output nor leverage the hierarchical structure defining the target language. Whi…
Keyword ExtractionReLeVAnT: Relevance Lexical Vectors for Accurate Legal Text Classification
The classification of legal documents from an unstructured data corpus has several crucial applications in downstream tasks. Documents relevant to court filings are key in use cases such as drafting motions, memos, and o…
Binary ClassificationText ClassificationKeyword ExtractionEnhancing Unsupervised Keyword Extraction in Academic Papers through Integrating Highlights with Abstract
Automatic keyword extraction from academic papers is a key area of interest in natural language processing and information retrieval. Although previous research has mainly focused on utilizing abstract and references for…
Information RetrievalKeyword ExtractionBangla Key2Text: Text Generation from Keywords for a Low Resource Language
This paper introduces \textit{Bangla Key2Text}, a large-scale dataset of $2.6$ million Bangla keyword--text pairs designed for keyword-driven text generation in a low-resource language. The dataset is constructed using a…
Keyword ExtractionText Generation