Work

Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations

Year: 2025

Type: article

Source: IEEE Transactions on Computational Social Systems

DOI: 10.1109/tcss.2025.3531718

Authors: Xin Wang, Jianhui Lyu, J. Dinesh Peter, Byung-Gyu Kim, B.D. Parameshachari, Keqin Li, Wei Wei

Institutions: Northeastern University, Jinzhou Medical University, Karunya University, Sookmyung Women's University, Nitte Meenakshi Institute of Technology, SUNY New Paltz, Xi'an University of Technology

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China

Award: G6402621496

OpenAlex ID: W4409249331

FWCI: 2.909

Cites: 42

Cited by: 7

Related to: 10