Resources & Methods

Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025 Scalar_NITK at SHROOM-CAP: Multilingual Factual Hallucination and Fluency Error Detection in Scientific Publications Using Retrieval-Guided Evidence and Attention-Based Feature Fusion AACL 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling FP8 training to trillion-token LLMs ICLR 2025 Scaling Inference-Efficient Language Models ICML 2025 Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation ICLR 2025 Scaling Large Language Model-based Multi-Agent Collaboration ICLR 2025 Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025 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, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text EMNLP 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 and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 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