Large Language Models

Scaling Laws for Differentially Private Language Models ICML 2025 Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection ICML 2025 Scaling Laws for Multilingual Language Models ACL 2025 Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation NAACL 2025 Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities ACL 2025 Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning ICLR 2025 Scaling Long Context Training Data by Long-Distance Referrals ICLR 2025 Scaling Sparse Feature Circuits For Studying In-Context Learning ICML 2025 Scaling Trends in Language Model Robustness ICML 2025 SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models ACL 2025 SCBench: A KV Cache-Centric Analysis of Long-Context Methods ICLR 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP 2025 SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis NAACL 2025 SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025 SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025 ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery ICLR 2025 Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 SciEvent: Benchmarking Multi-domain Scientific Event Extraction EMNLP 2025 SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding ICLR 2025 SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025 SCOPE: Sign Language Contextual Processing with Embedding from LLMs AAAI 2025 SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025 SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation ICCV 2025