conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7,452 papers

Papers per year

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

Papers

ProofInfer: Generating Proof via Iterative Hierarchical Inference EMNLP 2022
The Curious Case of Control EMNLP 2022
IM2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation EMNLP 2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models EMNLP 2022
The Architectural Bottleneck Principle EMNLP 2022
Predicting Fine-Tuning Performance with Probing EMNLP 2022
Agent-Specific Deontic Modality Detection in Legal Language EMNLP 2022
Fixing Model Bugs with Natural Language Patches EMNLP 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing EMNLP 2022
Model Criticism for Long-Form Text Generation EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models EMNLP 2022
Azimuth: Systematic Error Analysis for Text Classification EMNLP 2022
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models EMNLP 2022
SEAL: Interactive Tool for Systematic Error Analysis and Labeling EMNLP 2022
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation EMNLP 2022
Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022
Acceptability Judgements via Examining the Topology of Attention Maps EMNLP 2022
Language Models Understand Us, Poorly EMNLP 2022
Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022
Systematicity in GPT-3’s Interpretation of Novel English Noun Compounds EMNLP 2022
Influence Functions for Sequence Tagging Models EMNLP 2022