conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7,318 papers

Papers per year

Papers

Reproducibility in Computational Linguistics: Is Source Code Enough? EMNLP 2022
Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP 2022
Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models EMNLP 2022
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022
Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification EMNLP 2022
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
RuCoLA: Russian Corpus of Linguistic Acceptability EMNLP 2022
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
Rethinking the Authorship Verification Experimental Setups EMNLP 2022
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency EMNLP 2022
Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022
Adversarial Concept Erasure in Kernel Space EMNLP 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization EMNLP 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022
Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning EMNLP 2022
Learning to Explain Selectively: A Case Study on Question Answering EMNLP 2022
Measuring the Mixing of Contextual Information in the Transformer EMNLP 2022