attention analysis

Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025 Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025 Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025 Entity Tracking in Small Language Models: An Attention-Based Study of Parameter-Efficient Fine-Tuning EMNLP 2025 From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025 From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks NAACL 2025 HumorDB: Can AI understand graphical humor? ICCV 2025 Know-MRI: A Knowledge Mechanisms Revealer&Interpreter for Large Language Models ACL 2025 MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing EMNLP 2025 Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025 This is not a Disimprovement: Improving Negation Reasoning in Large Language Models via Prompt Engineering EMNLP 2025 TopicAttack: An Indirect Prompt Injection Attack via Topic Transition EMNLP 2025 What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025 A Critical Study of What Code-LLMs (Do Not) Learn ACL 2024 Can I Trust Your Answer? Visually Grounded Video Question Answering CVPR 2024 Tracr: Compiled Transformers as a Laboratory for Interpretability NeurIPS 2023 Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining EMNLP 2022 Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data ACL 2022 Understanding Neural Abstractive Summarization Models via Uncertainty EMNLP 2020 Analyzing the Structure of Attention in a Transformer Language Model ACL 2019 What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019 What does Attention in Neural Machine Translation Pay Attention to? IJCNLP 2017