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Artificial Intelligence › Core AI ›

Interpretability

7,318 papers

Papers per year

Papers

Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation ACL 2021

Language Model Augmented Relevance Score ACL 2021

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ACL 2021

Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021

ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining ACL 2021

Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution ACL 2021

All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text ACL 2021

Difficulty-Aware Machine Translation Evaluation ACL 2021

Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition ACL 2021

Attention Flows are Shapley Value Explanations ACL 2021

Automatic Fake News Detection: Are Models Learning to Reason? ACL 2021

Is Sparse Attention more Interpretable? ACL 2021

Relative Importance in Sentence Processing ACL 2021

Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021

MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021

Towards a more Robust Evaluation for Conversational Question Answering ACL 2021

Replicating and Extending “Because Their Treebanks Leak”: Graph Isomorphism, Covariants, and Parser Performance ACL 2021

A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event ACL 2021

IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion ACL 2021

Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ACL 2021

Dodrio: Exploring Transformer Models with Interactive Visualization ACL 2021

Does My Representation Capture X? Probe-Ably ACL 2021

LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021

Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021

ExplainaBoard: An Explainable Leaderboard for NLP ACL 2021