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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…
cs.CL2023★ 4 cited
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT
Aman Jaiswal, Evangelos Milios
Transformer-based models, specifically BERT, have propelled research in various NLP tasks. However, these models are limited to a maximum token limit of 512 tokens. Consequently, t…