Negation in Vision-Language Models: A Survey
A. Pokhrel, B. Ghimire, Prashanna Mani Paudel, S. V. Sheshappanavar.
International Conference on Pattern Recognition (ICPR) 2026, LNCS pp. 248–262.
DOI
Parameter Golf: What Really Works?
Prashanna Mani Paudel, S. V. Sheshappanavar.
BabyLM Workshop, EMNLP 2026.
arXiv:2607.01517
Word embeddings are mathematical representations of words in a high-dimensional space. Word2vec is a very popular word embedding method that uses a shallow 2-layer neural network to generate high quality word embeddings.
Ever wondered how the red squiggly lines in MS Word or your text editor worked? How, among hundreds of thousands of words, only the nearest correct words are suggested? This article will go in details about how this works.