conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7,452 papers

Papers per year

5
14
488
1716
'10
'15
'20
'25

Papers

Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering IJCNLP 2021
Breaking Down Walls of Text: How Can NLP Benefit Consumer Privacy? IJCNLP 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules IJCNLP 2021
COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion IJCNLP 2021
Learning to Explain: Generating Stable Explanations Fast IJCNLP 2021
Alignment Rationale for Natural Language Inference IJCNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation IJCNLP 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks IJCNLP 2021
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding IJCNLP 2021
Language Model Augmented Relevance Score IJCNLP 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models IJCNLP 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution IJCNLP 2021
ADEPT: An Adjective-Dependent Plausibility Task IJCNLP 2021
All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text IJCNLP 2021
Attention Flows are Shapley Value Explanations IJCNLP 2021
Is Sparse Attention more Interpretable? IJCNLP 2021
Relative Importance in Sentence Processing IJCNLP 2021
AND does not mean OR: Using Formal Languages to Study Language Models’ Representations IJCNLP 2021
An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter IJCNLP 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection IJCNLP 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction IJCNLP 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles IJCNLP 2021
ESRA: Explainable Scientific Research Assistant IJCNLP 2021
Dodrio: Exploring Transformer Models with Interactive Visualization IJCNLP 2021