3 papers
cs.CL2026
Context Selection for Hypothesis and Statistical Evidence Extraction from Full-Text Scientific Articles
Sai Koneru, Jian Wu, Sarah Rajtmajer
Extracting hypotheses and their supporting statistical evidence from full-text scientific articles is central to the synthesis of empirical findings, but remains difficult due to d…
cs.CL2026
Evaluating Evidence Grounding Under User Pressure in Instruction-Tuned Language Models
Sai Koneru, Elphin Joe, Christine Kirchhoff +2
In contested domains, instruction-tuned language models must balance user-alignment pressures against faithfulness to the in-context evidence. To evaluate this tension, we introduc…
cs.CL2025
What Are Research Hypotheses?
Jian Wu, Sarah Rajtmajer
Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and…