{"total":55,"rows":[{"id":"2201.08164","title":"From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI","created":"2022-01-20","cited_by_count":302,"area":null},{"id":"2108.04840","title":"Post-hoc Interpretability for Neural NLP: A Survey","created":"2021-08-10","cited_by_count":156,"area":null},{"id":"2103.10689","title":"Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond","created":"2021-03-19","cited_by_count":118,"area":null},{"id":"2401.07927","title":"Are self-explanations from Large Language Models faithful?","created":"2024-01-15","cited_by_count":101,"area":null},{"id":"2109.06835","title":"The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation","created":"2021-09-14","cited_by_count":97,"area":null},{"id":"2208.11663","title":"PEER: A Collaborative Language Model","created":"2022-08-24","cited_by_count":86,"area":null},{"id":"2111.08284","title":"Few-Shot Self-Rationalization with Natural Language Prompts","created":"2021-11-16","cited_by_count":83,"area":null},{"id":"2101.05307","title":"Explainability of deep vision-based autonomous driving systems: Review and challenges","created":"2021-01-13","cited_by_count":80,"area":null},{"id":"2211.01562","title":"PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales","created":"2022-11-03","cited_by_count":56,"area":"lr"},{"id":"2307.16883","title":"HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution","created":"2023-07-31","cited_by_count":56,"area":null},{"id":"2210.06929","title":"On the Explainability of Natural Language Processing Deep Models","created":"2022-10-13","cited_by_count":38,"area":null},{"id":"2103.11072","title":"Local Interpretations for Explainable Natural Language Processing: A Survey","created":"2021-03-20","cited_by_count":31,"area":null},{"id":"2311.00321","title":"HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning","created":"2023-11-01","cited_by_count":31,"area":null},{"id":"2402.10532","title":"Properties and Challenges of LLM-Generated Explanations","created":"2024-02-16","cited_by_count":24,"area":null},{"id":"2301.08912","title":"Rationalization for Explainable NLP: A Survey","created":"2023-01-21","cited_by_count":22,"area":null},{"id":"2110.10470","title":"Interpreting Deep Learning Models in Natural Language Processing: A Review","created":"2021-10-20","cited_by_count":19,"area":null},{"id":"2501.15638","title":"A Comprehensive Survey on Self-Interpretable Neural Networks","created":"2025-01-26","cited_by_count":18,"area":null},{"id":"2112.06204","title":"Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup","created":"2021-12-12","cited_by_count":16,"area":null},{"id":"2112.02625","title":"Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View","created":"2021-12-05","cited_by_count":15,"area":null},{"id":"2203.11131","title":"Towards Explainable Evaluation Metrics for Natural Language Generation","created":"2022-03-21","cited_by_count":15,"area":null},{"id":"2106.07410","title":"Model Explainability in Deep Learning Based Natural Language Processing","created":"2021-06-14","cited_by_count":14,"area":null},{"id":"2305.12962","title":"Distilling ChatGPT for Explainable Automated Student Answer Assessment","created":"2023-05-22","cited_by_count":14,"area":"distill"},{"id":"2207.00779","title":"FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales","created":"2022-07-02","cited_by_count":10,"area":null},{"id":"2410.03448","title":"\"Cold, Calculated, and Condescending\": How AI Identifies and Explains Ableism Compared to Disabled People","created":"2024-10-04","cited_by_count":10,"area":null},{"id":"2211.00243","title":"Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection","created":"2022-11-01","cited_by_count":7,"area":null},{"id":"2305.04073","title":"Explaining RL Decisions with Trajectories","created":"2023-05-06","cited_by_count":7,"area":null},{"id":"2404.03098","title":"Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales","created":"2024-04-03","cited_by_count":5,"area":null},{"id":"2409.20042","title":"Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with Feedback","created":"2024-09-30","cited_by_count":5,"area":null},{"id":"2412.13698","title":"Towards Efficient and Explainable Hate Speech Detection via Model Distillation","created":"2024-12-18","cited_by_count":5,"area":null},{"id":"2402.03043","title":"SIDU-TXT: An XAI Algorithm for NLP with a Holistic Assessment Approach","created":"2024-02-05","cited_by_count":4,"area":null},{"id":"2109.05126","title":"D-REX: Dialogue Relation Extraction with Explanations","created":"2021-09-10","cited_by_count":3,"area":null},{"id":"2201.01164","title":"Interpretable Low-Resource Legal Decision Making","created":"2022-01-01","cited_by_count":3,"area":null},{"id":"2211.06665","title":"A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges","created":"2022-11-12","cited_by_count":3,"area":null},{"id":"2407.09283","title":"DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection","created":"2024-07-12","cited_by_count":3,"area":null},{"id":"2505.01198","title":"Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods","created":"2025-05-02","cited_by_count":3,"area":null},{"id":"2103.14919","title":"You Can Do Better! If You Elaborate the Reason When Making Prediction","created":"2021-03-27","cited_by_count":2,"area":null},{"id":"2211.05452","title":"Towards Human-Centred Explainability Benchmarks For Text Classification","created":"2022-11-10","cited_by_count":2,"area":null},{"id":"2403.14037","title":"Ax-to-Grind Urdu: Benchmark Dataset for Urdu Fake News Detection","created":"2024-03-20","cited_by_count":2,"area":null},{"id":"2204.13192","title":"Counterfactual Explanations for Natural Language Interfaces","created":"2022-04-27","cited_by_count":1,"area":null},{"id":"2212.09721","title":"KNIFE: Distilling Reasoning Knowledge From Free-Text Rationales","created":"2022-12-19","cited_by_count":1,"area":"lr"},{"id":"2405.10767","title":"Evaluating Saliency Explanations in NLP by Crowdsourcing","created":"2024-05-17","cited_by_count":1,"area":null},{"id":"2101.05624","title":"Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification","created":"2021-01-10","cited_by_count":0,"area":null},{"id":"2105.04707","title":"Accountable Error Characterization","created":"2021-05-10","cited_by_count":0,"area":null},{"id":"2304.01638","title":"Multidimensional Perceptron for Efficient and Explainable Long Text Classification","created":"2023-04-04","cited_by_count":0,"area":null},{"id":"2311.02237","title":"Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective","created":"2023-11-03","cited_by_count":0,"area":null},{"id":"2311.13454","title":"Explaining high-dimensional text classifiers","created":"2023-11-22","cited_by_count":0,"area":null},{"id":"2403.15492","title":"Visual Analytics for Fine-grained Text Classification Models and Datasets","created":"2024-03-21","cited_by_count":0,"area":null},{"id":"2409.00069","title":"How to Measure Human-AI Prediction Accuracy in Explainable AI Systems","created":"2024-08-23","cited_by_count":0,"area":null},{"id":"2410.10290","title":"A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets","created":"2024-10-14","cited_by_count":0,"area":null},{"id":"2410.18430","title":"Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch","created":"2024-10-24","cited_by_count":0,"area":null},{"id":"2502.20938","title":"A Deep User Interface for Exploring LLaMa","created":"2025-02-28","cited_by_count":0,"area":null},{"id":"2503.10650","title":"AI Enabled User-Specific Cyberbullying Severity Detection with Explainability","created":"2025-03-04","cited_by_count":0,"area":null},{"id":"2508.06966","title":"Can Multitask Learning Enhance Model Explainability?","created":"2025-08-09","cited_by_count":0,"area":null},{"id":"2511.20459","title":"Generation, Evaluation, and Explanation of Novelists' Styles with Single-Token Prompts","created":"2025-11-25","cited_by_count":0,"area":null},{"id":"2602.21763","title":"Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs","created":"2026-02-25","cited_by_count":0,"area":null}],"next_cursor":null}