Large Language Models

ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding CVPR 2025 A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025 A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models IJCNLP 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 A Sentence-Level Visualization of Attention in Large Language Models NAACL 2025 A Simple Model of Inference Scaling Laws ICML 2025 A Simple-Yet-Effective Data Augmentation Method for Speaker Identification in Novels Interspeech 2025 A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025 A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025 Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation ACL 2025 AskQE: Question Answering as Automatic Evaluation for Machine Translation ACL 2025 Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025 ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025 Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025 Assessing French Readability for Adults with Low Literacy: A Global and Local Perspective EMNLP 2025 Assessing LLM Reasoning Steps via Principal Knowledge Grounding EMNLP 2025 Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025 Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification ACL 2025 Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales ACL 2025 Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition ACL 2025 Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge EMNLP 2025 AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025 A Statistical Framework for Ranking LLM-based Chatbots ICLR 2025 A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025 A Study into Investigating Temporal Robustness of LLMs ACL 2025