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Interpretability

7,318 papers

Papers per year

Papers

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021
Automatic Fake News Detection in Political Platforms - A Transformer-based Approach ACL 2021
A Review of Human Evaluation for Style Transfer ACL 2021
HILDIF: Interactive Debugging of NLI Models Using Influence Functions ACL 2021
The Corpora They Are a-Changing: a Case Study in Italian Newspapers ACL 2021
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ACL 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ACL 2021
An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation ACL 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning ACL 2021
Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments ACL 2021
HamiltonDinggg at SemEval-2021 Task 5: Investigating Toxic Span Detection using RoBERTa Pre-training ACL 2021
HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention ACL 2021
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions ACL 2021
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction ACL 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans ACL 2021
GHOST at SemEval-2021 Task 5: Is explanation all you need? ACL 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model ACL 2021
HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection ACL 2021
UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models ACL 2021
LT3 at SemEval-2021 Task 6: Using Multi-Modal Compact Bilinear Pooling to Combine Visual and Textual Understanding in Memes ACL 2021
Stanford MLab at SemEval-2021 Task 8: 48 Hours Is All You Need ACL 2021
Towards Detection and Remediation of Phonemic Confusion ACL 2021
Improved pronunciation prediction accuracy using morphology ACL 2021
Symbol Grounding and Task Learning from Imperfect Corrections ACL 2021