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Large Language Models

6,405 papers

Papers per year

Papers

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias NAACL 2025
What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning NAACL 2025
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation NAACL 2025
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems NAACL 2025
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025
TeCoFeS: Text Column Featurization using Semantic Analysis NAACL 2025
CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation NAACL 2025
Augmented Adversarial Trigger Learning NAACL 2025
Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs NAACL 2025
Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish NAACL 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization NAACL 2025
UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025
Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025
SEEval: Advancing LLM Text Evaluation Efficiency and Accuracy through Self-Explanation Prompting NAACL 2025
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025
Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025
Do Large Language Models Align with Core Mental Health Counseling Competencies? NAACL 2025
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025