Large Language Models

Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025 Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025 Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025 Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ACL 2025 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs ICCV 2025 Are We Done with MMLU? NAACL 2025 Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025 Argumentative Large Language Models for Explainable and Contestable Claim Verification AAAI 2025 Argument Summarization and its Evaluation in the Era of Large Language Models EMNLP 2025 ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 ARTICLE: Annotator Reliability Through In-Context Learning AAAI 2025 Articulate AnyMesh: Open-vocabulary 3D Articulated Objects Modeling CoRL 2025 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025 A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025 ASHiTA: Automatic Scene-grounded HIerarchical Task Analysis CVPR 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 A Simple Model of Inference Scaling Laws ICML 2025 A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025