Kartik PerisetlaIdentity based habitsThis post is about an influential chapter from one of my favorite books — Atomic Habits by James Clear. I will highly recommend this book…7 min read·Oct 4, 2021----
Kartik PerisetlaRetrieval Augmented Language Model Pre-Training (REALM)keywords: language modeling, question answering, passage retrieval, interpretable model, interpretable knowledge, T5, neural knowledge…11 min read·Feb 15, 2021----
Kartik PerisetlaLeveraging Passage Retrieval with Generative Models for open-domain Question AnsweringThis post will walk through a paper by Facebook AI Research and Inria Paris by Gautier Izacard, Edouard Grave: [arXiv]8 min read·Sep 5, 2020--2--2
Kartik PerisetlaLearning to retrieve Reasoning Paths over Wikipedia graph for Question AnsweringThis post will walk through an interesting paper by published in ICLR 2020 by Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard…11 min read·Sep 5, 2020----
Kartik PerisetlaQuestion Answering with Subgraph Embeddingskeywords: question answering, knowledge graph, embeddings6 min read·Sep 5, 2020----