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Papers
Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance
AAAI 2026
Word2Passage: Word-level Importance Re-weighting for Query Expansion
ACL 2025
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack
AAAI 2024
Assessing Word Importance Using Models Trained for Semantic Tasks
ACL 2023
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
ACL 2022
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica
EMNLP 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
EMNLP 2021
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize?
SemEval 2020
LS-Tree: Model Interpretation When the Data Are Linguistic
AAAI 2020
Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models
ICLR 2020
Fusion Strategy for Prosodic and Lexical Representations of Word Importance
Interspeech 2019
Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues
NAACL 2019
Towards Understanding Neural Machine Translation with Word Importance
EMNLP 2019