#sentiment-analysis News & Analysis

32 articles tagged with #sentiment-analysis. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

32 articles

AINeutralarXiv – CS AI · May 45/10

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Directed Social Regard: Surfacing Targeted Advocacy, Opposition, Aid, Harms, and Victimization in Online Media

Researchers introduce Directed Social Regard (DSR), an NLP framework that detects and scores mixed sentiment targets in online messages across multiple dimensions. Unlike traditional sentiment analysis tools that classify text as simply positive or negative, DSR identifies specific targets of both pro-social and anti-social sentiments within the same message, with applications to analyzing influence operations and political rhetoric.

AIBullisharXiv – CS AI · Mar 174/10

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FedUAF: Uncertainty-Aware Fusion with Reliability-Guided Aggregation for Multimodal Federated Sentiment Analysis

Researchers propose FedUAF, a new multimodal federated learning framework that addresses challenges in sentiment analysis by using uncertainty-aware fusion and reliability-guided aggregation. The system demonstrates superior performance on benchmark datasets CMU-MOSI and CMU-MOSEI, showing improved robustness against missing modalities and unreliable client updates in federated learning environments.

AINeutralarXiv – CS AI · Mar 54/10

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MuSaG: A Multimodal German Sarcasm Dataset with Full-Modal Annotations

Researchers have released MuSaG, the first German multimodal sarcasm detection dataset featuring 33 minutes of annotated television content with text, audio, and video data. The study reveals a significant gap between human sarcasm detection (which relies heavily on audio cues) and current AI models (which perform best with text).

AINeutralHugging Face Blog · Apr 284/107

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Opinion Classification with Kili and HuggingFace AutoTrain

The article discusses using Kili technology in combination with HuggingFace's AutoTrain platform for opinion classification tasks. This represents a technical approach to automated sentiment analysis and opinion processing in machine learning workflows.

AINeutralHugging Face Blog · Dec 63/107

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SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit

The article appears to discuss SetFitABSA, a methodology for performing aspect-based sentiment analysis using SetFit with minimal training examples. However, the article body is empty, making it impossible to provide meaningful analysis of the content or implications.

AINeutralHugging Face Blog · Feb 23/104

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Getting Started with Sentiment Analysis using Python

The article title suggests content about implementing sentiment analysis using Python programming language. However, the article body appears to be empty or not provided, making it impossible to analyze the actual content or methodology discussed.

GeneralNeutralHugging Face Blog · Jul 71/106

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Getting Started with Sentiment Analysis on Twitter

The article appears to be about getting started with sentiment analysis on Twitter, but no article body content was provided for analysis. Without the actual content, it's not possible to determine the specific focus, methodology, or implications discussed.

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