technique

Aspect-Based Sentiment Analysis

techniqueactiveaspect-based-sentiment-analysis-1c64e362·1 events·first seen 28d ago

Aliases: Aspect-Based Sentiment Analysis

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Sentiment Analysis Sentiment Neuron Artificial Analysis Conversational Dynamics Automatic Speech Recognition Action-Dependent Factorized Baselines Setswana Sentiment Dataset sentence embeddings AI-assisted human evaluation Sentiment Consistency SAST ProbSparse Attention Text Analytics Evaluation Framework

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4Hugging Face Blog·28d ago·source ↗

SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

Hugging Face introduces SetFitABSA, an extension of the SetFit few-shot learning framework for Aspect-Based Sentiment Analysis (ABSA). The approach enables fine-grained sentiment classification at the aspect level with minimal labeled data. This builds on SetFit's contrastive sentence-transformer training paradigm, adapting it to the structured ABSA task of identifying sentiment toward specific aspects within text.

Agent and Tool Ecosystem Aspect-Based Sentiment Analysis SetFitABSA SetFit +1 more