In this episode, we talk about Word2VecReferences -CS224n: Natural Language Processing with Deep LearningEfficient Estimation of Word Representations in Vector SpaceCBOW, Skip-Gram, Word Vectors, Word Embeddings

BERT: The magic model in NLP

Jan 24th, 2021 13m 34s

In this episode, Abhishek and Shubhi discuss Language Models and how they've evolved from initial stages to the state-of-the-art model BERT.Link to BERT : 1810.04805.pdf (arxiv.org)Other Resources :What is BERT | BERT For Text Classification

Question-Answering

Jan 10th, 2021 11m 35s

In this episode, we talk about what's the intuition behind Question-Answering and also go over our favourite papers in this domain in 2020.Links for the paper:Unsupervised Question Decomposition for Question AnsweringFluent Response Gener

Text Summarization

Jan 2nd, 2021 14m 16s

In this episode, we cover the papers we liked the most in ACL 2020 and EMNLP 2020 on the topic of Text Summarisation.Link to papers covered here:What Have We Achieved on Text Summarization?From Arguments to Key Points: Towards Automatic Argu

Introduction

Dec 25th, 2020 1m 50s

Abhishek and Shubhi talk about 2020 and how it's really difficult to find good content on NLP. In this age of information overload, they decide to cut through the clutter and find some gems of NLP.

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