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cs.CL2025
Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces
Michael Pichat, William Pogrund, Paloma Pichat +6
The polysemantic nature of synthetic neurons in artificial intelligence language models is currently understood as the result of a necessary superposition of distributed features w…
cs.CL2023
Using meaning instead of words to track topics
Judicael Poumay, Ashwin Ittoo
The ability to monitor the evolution of topics over time is extremely valuable for businesses. Currently, all existing topic tracking methods use lexical information by matching wo…
cs.CL2021
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution
Judicael Poumay, Ashwin Ittoo
Coreference Resolution is an important NLP task and most state-of-the-art methods rely on word embeddings for word representation. However, one issue that has been largely overlook…