New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing | Paper Citation Record

Observation 4dbbf998-4f69-4133-a9fe-560d0dca30e4 · outbound

This paper cites Visualizing memorization in RNNs,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Visualizing memorization in RNNs,

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This paper cites Attention is not Explanation,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Attention is not Explanation,

Reference 2

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This paper cites On the Convergence of Adam and Beyond.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing On the Convergence of Adam and Beyond

Reference 3

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This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 4

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Observation 4d82cd8a-bbf8-469a-b2ab-86eee458d587 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 5

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This paper cites Decoupled weight decay regularization,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Decoupled weight decay regularization,

Reference 6

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Observation 62e7a3fd-7b47-4937-91c8-6f5e43289587 · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding,

Reference 7

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This paper cites SuperGLUE: A stickier benchmark for general-purpose language understanding systems,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing SuperGLUE: A stickier benchmark for general-purpose language understanding systems,

Reference 8

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Observation 2e1c7f7d-9620-4b81-be4e-4a260c0ea192 · outbound

This paper cites MIMIC-III, a freely accessible critical care database,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing MIMIC-III, a freely accessible critical care database,

Reference 9

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Observation 17a0ce51-5bc5-488e-9d35-7238a69947fd · outbound

This paper cites Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

Reference 10

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Observation d65aaf84-0f4a-47e2-b6b5-85202a8a7c24 · outbound

This paper cites Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference,

Reference 11

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Observation 41c6acbd-62d0-43d7-bc53-fd499d304f5a · outbound

This paper cites A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference,

Reference 12

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This paper cites Parsing with compositional vector grammars,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Parsing with compositional vector grammars,

Reference 13

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Observation 226948c1-8f30-4d05-a399-2cd26a35f07b · outbound

This paper cites A Benchmark for Interpretability Methods in Deep Neural Networks.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Benchmark for Interpretability Methods in Deep Neural Networks

Reference 14

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Observation 67c520e1-d684-4350-a317-151986e92a3f · outbound

This paper cites Semantically Equivalent Adversarial Rules for Debugging NLP models,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Semantically Equivalent Adversarial Rules for Debugging NLP models,

Reference 15

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This paper cites Investigating Gender Bias in Language Models Using Causal Mediation Analysis,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Investigating Gender Bias in Language Models Using Causal Mediation Analysis,

Reference 16

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This paper cites LIII. On lines and planes of closest fit to systems of points in space,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing LIII. On lines and planes of closest fit to systems of points in space,

Reference 17

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Observation 54d4eb38-2f5f-481b-92c6-16d2d326d75d · outbound

This paper cites Visualizing data using t-SNE,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Visualizing data using t-SNE,

Reference 18

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This paper cites Glove: Global Vectors for Word Representation,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Glove: Global Vectors for Word Representation,

Reference 19

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Observation 40600b56-0122-43a8-9cd3-c6bf8142cdb0 · outbound

This paper cites BERT Rediscovers the Classical NLP Pipeline,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing BERT Rediscovers the Classical NLP Pipeline,

Reference 20

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This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 21

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This paper cites Boolq: Exploringthesurprisingdifficultyofnaturalyes/noquestions,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Boolq: Exploringthesurprisingdifficultyofnaturalyes/noquestions,

Reference 22

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This paper cites The CommitmentBank: Investigating projection in naturally occurring discourse,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The CommitmentBank: Investigating projection in naturally occurring discourse,

Reference 23

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This paper cites Neural Network Acceptability Judgments,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Neural Network Acceptability Judgments,

Reference 24

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This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge,

Reference 25

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This paper cites Available: https://direct.mit.edu/tacl/article/43528.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Available: https://direct.mit.edu/tacl/article/43528

Reference 26

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This paper cites Automatically Constructing a Corpus of Sentential Paraphrases,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Automatically Constructing a Corpus of Sentential Paraphrases,

Reference 27

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This paper cites Learning word vectors for sentiment analysis,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Learning word vectors for sentiment analysis,

Reference 28

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This paper cites The PASCAL Recognising Textual Entailment Challenge,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The PASCAL Recognising Textual Entailment Challenge,

Reference 29

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This paper cites MCTest: A challenge dataset for the open-domain machine comprehension of text,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing MCTest: A challenge dataset for the open-domain machine comprehension of text,

Reference 30

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This paper cites SQuad: 100,000+ questions for machine comprehension of text,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing SQuad: 100,000+ questions for machine comprehension of text,

Reference 31

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This paper cites A large annotated corpus for learning natural language inference,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A large annotated corpus for learning natural language inference,

Reference 32

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This paper cites Long Short-Term Memory,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Long Short-Term Memory,

Reference 33

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This paper cites First Quora Dataset Release: Question Pairs,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing First Quora Dataset Release: Question Pairs,

Reference 34

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This paper cites The Solvability of Interpretability Evaluation Metrics.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The Solvability of Interpretability Evaluation Metrics

Reference 35

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This paper cites Explain Yourself! Leveraging Language Models for Commonsense Reasoning,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Explain Yourself! Leveraging Language Models for Commonsense Reasoning,

Reference 36

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This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Exploring the limits of transfer learning with a unified text-to-text transformer,

Reference 37

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This paper cites Visualizing and Understanding Neural Models in NLP,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Visualizing and Understanding Neural Models in NLP,

Reference 38

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This paper cites Axiomatic Attribution for Deep Networks.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Axiomatic Attribution for Deep Networks

Reference 39

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This paper cites How to Explain Individual Classification Decisions.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing How to Explain Individual Classification Decisions

Reference 40

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This paper cites "Why should i trust you?.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing "Why should i trust you?

Reference 41

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This paper cites Explaining NLP Models via Minimal Contrastive Editing (MiCE),.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Explaining NLP Models via Minimal Contrastive Editing (MiCE),

Reference 42

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This paper cites Understanding Neural Networks through Representation Erasure,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Understanding Neural Networks through Representation Erasure,

Reference 43

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This paper cites A Unified Approach to Interpreting Model Predictions.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Unified Approach to Interpreting Model Predictions

Reference 44

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This paper cites Sanity Checks for Saliency Maps.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Sanity Checks for Saliency Maps

Reference 45

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This paper cites NILE : Natural Language Inference with Faithful Natural Language Explanations,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing NILE : Natural Language Inference with Faithful Natural Language Explanations,

Reference 46

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This paper cites Explainable Machine Learning in Deployment,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Explainable Machine Learning in Deployment,

Reference 47

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This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,

Reference 48

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This paper cites A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks,

Reference 49

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This paper cites How bad is Sacramento’s air, exactly? Google results appear at odds with reality, some say,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing How bad is Sacramento’s air, exactly? Google results appear at odds with reality, some say,

Reference 50

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This paper cites On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products,

Reference 51

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This paper cites When a computer program keeps you in jail: How computers are harming criminal justice,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing When a computer program keeps you in jail: How computers are harming criminal justice,

Reference 52

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This paper cites Dissecting racial bias in an algorithm used to manage the health of populations,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Dissecting racial bias in an algorithm used to manage the health of populations,

Reference 53

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This paper cites Language Models are Few-Shot Learners,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Language Models are Few-Shot Learners,

Reference 54

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This paper cites Available: http://www.ncbi.nlm.nih.gov/pubmed/28933947 107.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Available: http://www.ncbi.nlm.nih.gov/pubmed/28933947 107

Reference 55

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This paper cites Accountability of AI Under the Law: The Role of Explanation,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Accountability of AI Under the Law: The Role of Explanation,

Reference 56

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This paper cites A Survey on Bias in Deep NLP,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Survey on Bias in Deep NLP,

Reference 57

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This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Towards A Rigorous Science of Interpretable Machine Learning

Reference 58

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This paper cites On the Dangers of Stochastic Parrots,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing On the Dangers of Stochastic Parrots,

Reference 59

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This paper cites A Survey on Bias and Fairness in Machine Learning,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Survey on Bias and Fairness in Machine Learning,

Reference 60

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This paper cites The mythos of model interpretability,.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The mythos of model interpretability,

Reference 61

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Reference 62

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Reference 63

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Evaluating the Visualization of What a Deep Neural Network Has Learned,

Reference 64

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing What we can’t measure, We can’t understand: Challenges to demographic data procurement in the pursuit of fairness,

Reference 65

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing An overview of ethical issues in using AI systems in hiring with a case study of Amazon’s AI based hiring tool,

Reference 66

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Barocas, M

Reference 67

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing On the Legal Compatibility of Fairness Definitions

Reference 68

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Interpretable deep learning in drug discovery,

Reference 69

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Drug discovery with explainable artificial intelligence,

Reference 70

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Hidden Workers: Untapped Talent,

Reference 71

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Companies Need More Workers. Why Do They Reject Millions of Résumés?

Reference 72

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A Mathematical Framework for Transformer Circuits,

Reference 73

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing AIintheUK:Ready, WillingandAble?

Reference 74

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Machine learning in drug discovery: a review,

Reference 75

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Thread: Circuits,

Reference 76

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Reference 77

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Definitions, methods, and applications in interpretable machine learning,

Reference 78

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Neural Machine Translation by Jointly Learning to Align and Translate

Reference 79

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Machine Learning Interpretability: A Survey on Methods and Metrics,

Reference 80

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement

Reference 81

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Neural module networks: A review,

Reference 82

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Classification by Set Cover: The Prototype Vector Machine

Reference 83

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The Bayesian case model: A generative approach for case-based reasoning and prototype classification,

Reference 84

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Neural Module Networks,

Reference 85

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Neural Module Networks for Reasoning over Text,

Reference 86

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Visualizing and Understanding Recurrent Networks

Reference 87

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Is Attention Interpretable?

Reference 88

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Reference 89

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Is Sparse Attention more Interpretable?

Reference 90

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing This Looks Like That: Deep Learning for Interpretable Image Recognition

Reference 91

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative,

Reference 92

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing European union regulations on algorithmic decision making and a

Reference 93

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The Disagreement Problem in Explainable Machine Learning: A Practitioner’s Perspective,

Reference 94

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?

Reference 95

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing A review of modularization techniques in artificial neural networks,

Reference 96

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Obtaining faithful interpretations from compositional neural networks,

Reference 97

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing “Will You Find These Shortcuts?

Reference 98

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Explainable Artificial Intelligence (XAI) DARPA-BAA-16-53,

Reference 99

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New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Learning important features through propagating activation differences,

Reference 100

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