conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning IJCAI 2025
DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences CVPR 2025
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training EMNLP 2025
MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025
Ask Asper at the Financial Misinformation Detection Challenge Task: Enhancing Financial Decision-Making: A Dual Approach Using Explainable LLMs for Misinformation Detection COLING 2025
FarExStance: Explainable Stance Detection for Farsi COLING 2025
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ACL 2025
Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation IJCAI 2025
MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales NAACL 2024
WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ACL 2024
LG-CAV: Train Any Concept Activation Vector with Language Guidance NIPS 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ACL 2024
Explainable AI in Language Learning: Linking Empirical Evidence and Theoretical Concepts in Proficiency and Readability Modeling of Portuguese NAACL 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems EMNLP 2024
The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems EMNLP 2024
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues EMNLP 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024
KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024
Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024
Pointwise-in-time diagnostics for reinforcement learning during training and runtime L4DC 2024
Tackling the XAI Disagreement Problem with Regional Explanations AISTATS 2024
Explaining Text Similarity in Transformer Models NAACL 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024