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cs.CL2026
How Does Research Evolve? Tracing Cross-Domain Trajectories in NLP, ML, and CV Through Claim-Grounded Typed Citations
Abdul Muntakim, Md Abdullah Al Hafiz Khan, Sadid Hasan +1
How does research evolve, and can we trace it at the level of individual claims? Scientific progress is not simply a uniform accumulation of facts. Existing citation graphs usually…
cs.CL2026
Short-form Text Rewriting with Phi Silica
Divya Tadimeti, Shawn Pan, Sameera Lanka +2
Short-form text rewriting is a constrained variant of paraphrasing in which limited context and high semantic density leave little room for variation. While large language models p…
cs.CL2024
SAGEval: The frontiers of Satisfactory Agent based NLG Evaluation for reference-free open-ended text
Reshmi Ghosh, Tianyi Yao, Lizzy Chen +5
Large Language Model (LLM) integrations into applications like Microsoft365 suite and Google Workspace for creating/processing documents, emails, presentations, etc. has led to con…