empirical insights
Empirical insights refer to knowledge gained from observation and practical experimentation, used to guide the development and evaluation of AI models and algorithms based on real-world performance rather than purely theoretical considerations.
- AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
- Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
- CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
- ClinBench: A Standardized Multi-Domain Framework for Evaluating Large Language Models in Clinical Information Extraction
- Delving into Large Language Models for Effective Time-Series Anomaly Detection
- SWE-bench Goes Live!