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Large Language Models

9,067 papers

Papers per year

Papers

Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering ACL 2025
Machine Theory of Mind Needs Machine Validation ACL 2025
Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ACL 2025
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025
Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety ACL 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025
Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ACL 2025
The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations ACL 2025
Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025
Conservative Bias in Large Language Models: Measuring Relation Predictions ACL 2025
AfroBench: How Good are Large Language Models on African Languages? ACL 2025
Training Bilingual LMs with Data Constraints in the Targeted Language ACL 2025
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence ACL 2025
The Impact of Large Language Models in Academia: from Writing to Speaking ACL 2025
LongAttn: Selecting Long-context Training Data via Token-level Attention ACL 2025
Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization ACL 2025
Outlier-weighed Layerwise Sampling for LLM Fine-tuning ACL 2025
Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs ACL 2025
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ACL 2025
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media ACL 2025
Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025
Core: Robust Factual Precision with Informative Sub-Claim Identification ACL 2025
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training ACL 2025
PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025