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attention weight

68 papers

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Co-occurring keywords

attention mechanism (4001) neural network (6616) model interpretability (519) text classification (6793) large language model (13587) transformer model (1996) language model (4599) graph neural network (3962) retrieval-augmented generation (1592) feature attribution (280)

Papers

Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022
Regularizing Transformer-based Acoustic Models by Penalizing Attention Weights INTERSPEECH 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models AAAI 2022
The Dual Form of Neural Networks Revisited: Connecting Test Time Predictions to Training Patterns via Spotlights of Attention ICML 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling EMNLP 2022
Attention weights accurately predict language representations in the brain EMNLP 2022
How (Un)Faithful is Attention? EMNLP 2022
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data ACL 2022
AttCAT: Explaining Transformers via Attentive Class Activation Tokens NIPS 2022
Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022
Attention Calibration for Transformer in Neural Machine Translation IJCNLP 2021
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny? IJCAI 2021
SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction AAAI 2021
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers ACL 2021
Direct Exploitation of Attention Weights for Translation Quality Estimation EMNLP 2021
More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021
From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations EMNLP 2021
IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task EMNLP 2021
An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021
Transfer Learning for Efficient Iterative Safety Validation AAAI 2021
Human Rationales as Attribution Priors for Explainable Stance Detection EMNLP 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021
More Identifiable yet Equally Performant Transformers for Text Classification IJCNLP 2021
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules EACL 2021