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Interpretability

7,318 papers

Papers per year

Papers

Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement ACL 2024
Steering Llama 2 via Contrastive Activation Addition ACL 2024
ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ACL 2024
ECBD: Evidence-Centered Benchmark Design for NLP ACL 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
Learnable Privacy Neurons Localization in Language Models ACL 2024
What Does Parameter-free Probing Really Uncover? ACL 2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster ACL 2024
AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization ACL 2024
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models ACL 2024
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models ACL 2024
VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024
On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms ACL 2024
Vulnerabilities of Large Language Models to Adversarial Attacks ACL 2024
The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? ACL 2024
CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ACL 2024
Are self-explanations from Large Language Models faithful? ACL 2024
Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024
Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024
Neurons in Large Language Models: Dead, N-gram, Positional ACL 2024
Unveiling the Achilles’ Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models ACL 2024
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models ACL 2024