3 papers
cs.CL2026
Overlap, Unique and Conflict: Can LLMs Extract What They Can Recognize?
Eftekhar Hossain, Santu Karmaker
Understanding multi-perspective alternative narratives requires identifying how their information agrees, conflicts, or differs across sources. Existing work on cross-text relation…
cs.CL2026
Evaluating Whether LLMs Can Reliably Connect the DOTs?
Eftekhar Hossain, John Salvador, Santu Karmaker
Access to real-world information is often noisy and fragmented. Constructing a coherent narrative from such fragments requires models to reconstruct missing spans within a broader…
cs.CL2026
The Critical Role of Aspects in Measuring Document Similarity
Eftekhar Hossain, Tarnika Hazra, Ahatesham Bhuiyan +1
We introduce ASPECTSIM, a simple and interpretable framework that requires conditioning document similarity on an explicitly specified aspect, which is different from the tradition…