Tackling Gender Bias in Word EmbeddingsMachine LearningA summary of a paper attempting to debias word embeddings.Devansh GoenkaNovember 6, 20205 min read
Can Unconditional Language Models Recover Arbitrary Sentences? - A paper summaryMachine LearningSummary of an unconventional approach towards pre-trained language models to determine if they can function as general-purpose decoders.Devansh GoenkaOctober 11, 20206 min read
Learning to Rank for Information Retrieval: A Deep Dive into RankNet.Machine LearningAn insight into the state-of-the-art ranking systems that can be used for Information RetrievalDevansh GoenkaSeptember 26, 20205 min read