explanation generation

188 papers

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large language model (12755) natural language inference (1278) question answering (2904) text classification (6776) language model (4573) text generation (2903) explainable ai (478) natural language explanation (80) model interpretability (510) commonsense reasoning (502)

Papers

A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference COLING 2024

SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning ACL 2024

Enhancing Perception: Refining Explanations of News Claims with LLM Conversations NAACL 2024

Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024

Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations EMNLP 2024

Properties and Challenges of LLM-Generated Explanations NAACL 2024

GMEG-EXP: A Dataset of Human- and LLM-Generated Explanations of Grammatical and Fluency Edits COLING 2024

Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction COLING 2024

Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation AAAI 2024

On Measuring Faithfulness or Self-consistency of Natural Language Explanations ACL 2024

Enhancing adversarial robustness in Natural Language Inference using explanations EMNLP 2024

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024

ReproHum #0087-01: Human Evaluation Reproduction Report for Generating Fact Checking Explanations COLING 2024

Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024

Modeling the Quality of Dialogical Explanations COLING 2024

UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations NAACL 2024

PromptExplainer: Explaining Language Models through Prompt-based Learning EACL 2024

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech ACL 2024

Distillation with Explanations from Large Language Models COLING 2024

MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight SEMEVAL 2024

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024

What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception NAACL 2024

Generating and Evaluating Plausible Explanations for Knowledge Graph Completion ACL 2024

Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023

REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization EMNLP 2023