model behavior

Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs ACL 2026 A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 Can Role Vectors Affect LLM Behaviour? EMNLP 2025 Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance ICLR 2025 Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering IJCNLP 2025 Do Influence Functions Work on Large Language Models? EMNLP 2025 Enhancing Automated Interpretability with Output-Centric Feature Descriptions ACL 2025 Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025 Generative Monoculture in Large Language Models ICLR 2025 How Persuasive Is Your Context? EMNLP 2025 LLMs Don’t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations EMNLP 2025 Towards Effective Evaluations and Comparisons for LLM Unlearning Methods ICLR 2025 TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs ICML 2025 What's New in My Data? Novelty Exploration via Contrastive Generation ICLR 2025 Hypothesis Testing the Circuit Hypothesis in LLMs NeurIPS 2024 Information Flow Routes: Automatically Interpreting Language Models at Scale EMNLP 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024 Unlearning Traces the Influential Training Data of Language Models ACL 2024 Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023 Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023 Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023 Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023 What Do You See in this Patient? Behavioral Testing of Clinical NLP Models NAACL 2022 Connecting Attributions and QA Model Behavior on Realistic Counterfactuals EMNLP 2021