PrithivirajDamodaran / Alt-ZSC
Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da
☆37Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Alt-ZSC
- Code for the paper: Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries☆19Updated 2 years ago
- ☆15Updated 3 years ago
- Explainable Zero-Shot Topic Extraction☆61Updated 3 months ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Updated last year
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 2 years ago
- KitanaQA: Adversarial training and data augmentation for neural question-answering models☆57Updated last year
- An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.☆37Updated last year
- ☆13Updated 3 years ago
- No Teacher BART distillation experiment for NLI tasks☆26Updated 4 years ago
- A Python library aimed at dissecting and augmenting NER training data.☆56Updated last year
- ☆13Updated 4 years ago
- A comprehensive tool for linguistic analysis of communities☆48Updated 3 years ago
- Using short models to classify long texts☆20Updated last year
- ☆17Updated 4 years ago
- Introduction to the recently released T5 model from the paper - Exploring the Limits of Transfer Learning with a Unified Text-to-Text Tra…☆35Updated 4 years ago
- ☆42Updated last year
- classy is a simple-to-use library for building high-performance Machine Learning models in NLP.☆85Updated last month
- Code for equipping pretrained language models (BART, GPT-2, XLNet) with commonsense knowledge for generating implicit knowledge statement…☆16Updated 3 years ago
- A library to synthesize text datasets using Large Language Models (LLM)☆151Updated last year
- ☆19Updated 4 years ago
- ☆16Updated 3 years ago
- Code for experiments done for EMNLP2020.☆11Updated last year
- ☆13Updated last year
- Source code and data for Like a Good Nearest Neighbor☆28Updated 9 months ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Updated 2 years ago
- ☆22Updated 2 years ago
- On Generating Extended Summaries of Long Documents☆77Updated 3 years ago
- Implementation, trained models and result data for the paper "Aspect-based Document Similarity for Research Papers" #COLING2020☆62Updated 6 months ago
- Hinglish Text Classification☆30Updated last year
- Code Repository for the IndicXNLI paper.☆14Updated last year