LSBert: A Simple Framework for Lexical Simplification (Research Paper Walkthrough)

Leveraging BERT for Extractive Text Summarization on Lectures (Research Paper Walkthrough)

BLEURT: Learning Robust Metrics for Text Generation (Research Paper Walkthrough)

SpanBERT: Improving Pre-training by Representing and Predicting Spans (Research Paper Walkthrough)

Text Summarization of COVID-19 Medical Articles using BERT and GPT-2 (Research Paper Walkthrough)

Combining BERT with Static Word Embedding for Categorizing Social Media | Research Paper Walkthrough

TOD-BERT: Pre-trained Transformers for Task-Oriented Dialogue Systems (Research Paper Walkthrough)

On Generating Extended Summaries of Long Documents (Research Paper Walkthrough)

Hierarchical Transformers for Long Document Classification (Research Paper Walkthrough)

BERT-QE: Contextualized Query Expansion for Document Re-ranking (Research Paper Walkthrough)

GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge (Research Paper Walkthrough)

Aspect-based Document Similarity for Research Papers (Research Paper Walkthrough)

Training Question Answering Models From Synthetic Data (Research Paper Walkthrough)

BERTopic: Topic Modeling using Transformers in NLP #Shorts

Unsupervised Topic Segmentation of Meetings with BERT Embeddings (Research Paper Walkthrough)

KeyBERT: Keyword Extraction using BERT (Decoding NLP Libraries) #Shorts

BERT Goes Shopping: Comparing Distributional Models for Product Representations (Paper Walkthrough)

Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring (Summary)

Dense Passage Retrieval for Open-Domain Question Answering (Research Paper Walkthrough)

LinkBERT: Pretraining Language Models with Document Links (Research Paper Walkthrough)

What is a Masked Language Model (MLM) ?