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cs.CL2026
On the Persistent Effects of Lexicality in Large Language Models
Hammad Rizwan, Muhammad Umair Haider, Nishant Subramani +3
Representations extracted from large language models (LLMs) play an important role in many downstream applications. However, the structure of these representations is often influen…
cs.CL2024
VISLA Benchmark: Evaluating Embedding Sensitivity to Semantic and Lexical Alterations
Sri Harsha Dumpala, Aman Jaiswal, Chandramouli Sastry +3
Despite their remarkable successes, state-of-the-art language models face challenges in grasping certain important semantic details. This paper introduces the VISLA (Variance and I…