Large Language Models

AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 Are Large Language Models for Education Reliable Across Languages? ACL 2025 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 ArtPeer: Artistic Alignment via Reflection-based Prompt Evolution with Simulated Artist NeurIPS 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025 ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025 Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025 AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation NAACL 2025 Assessing French Readability for Adults with Low Literacy: A Global and Local Perspective EMNLP 2025 Assessment of L2 Oral Proficiency using Speech Large Language Models Interspeech 2025 Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025 A Survey of Generative Information Extraction COLING 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 A Survey of Post-Training Scaling in Large Language Models ACL 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 A Survey on LLMs for Story Generation EMNLP 2025 A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models EMNLP 2025 A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025 A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation ACL 2025 ATLANTIS at SemEval-2025 Task 3 : Detecting Hallucinated Text Spans in Question Answering SemEval 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025