Large Language Models

Comparative Study of Multilingual Idioms and Similes in Large Language Models COLING 2025 Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes EMNLP 2025 Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025 Comparing Behavioral Patterns of LLM and Human Tutors: A Population-level Analysis with the CIMA Dataset ACL 2025 Comparing LLMs and BERT-based Classifiers for Resource-Sensitive Claim Verification in Social Media ACL 2025 Comparing Moral Values in Western English-speaking societies and LLMs with Word Associations ACL 2025 Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance EMNLP 2025 Comparison-based Active Preference Learning for Multi-dimensional Personalization ACL 2025 ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025 CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025 Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025 Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CoNLL 2025 Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation EMNLP 2025 Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025 Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs AACL 2025 Computation Mechanism Behind LLM Position Generalization ACL 2025 Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders ICML 2025 Compute-Optimal LLMs Provably Generalize Better with Scale ICLR 2025 Compute Optimal Scaling of Skills: Knowledge vs Reasoning ACL 2025 Compute or Load KV Cache? Why Not Both? ICML 2025 Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction NAACL 2025 Conceptual Diagnostics for Knowledge Graphs and Large Language Models ACL 2025 ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025 Confidence and Stability of Global and Pairwise Scores in NLP Evaluation ACL 2025 Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025