2 papers
cs.CL2025
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions
Adithya Kulkarni, Fatimah Alotaibi, Xinyue Zeng +7
Large Language Models (LLMs) are transforming scientific hypothesis generation and validation by enabling information synthesis, latent relationship discovery, and reasoning augmen…
cs.CL2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer
Shuaicheng Zhang, Lifu Huang, Qiang Ning
Extracting temporal relations (e.g., before, after, and simultaneous) among events is crucial to natural language understanding. One of the key challenges of this problem is that w…