attention visualization

Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs AAAI 2026 A Sentence-Level Visualization of Attention in Large Language Models NAACL 2025 MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods CVPR 2024 On the Faithfulness of Vision Transformer Explanations CVPR 2024 RAGViz: Diagnose and Visualize Retrieval-Augmented Generation EMNLP 2024 Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer CVPR 2024 Adversarial Normalization: I Can Visualize Everything (ICE) CVPR 2023 DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ACL 2023 Introducing VULCAN: A Visualization Tool for Understanding Our Models and Data by Example EMNLP 2023 Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL 2022 VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers CVPR 2022 Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes EACL 2021 InterpreT: An Interactive Visualization Tool for Interpreting Transformers EACL 2021 T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021 Transformer Interpretability Beyond Attention Visualization CVPR 2021 exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models ACL 2020 GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion COLING 2020 A Multiscale Visualization of Attention in the Transformer Model ACL 2019 Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference ACL 2019 What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019 Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018 Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018