This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

A comprehensive suite of high-level NLP tasks for Persian language

FarsTail: a Persian natural language inference dataset

Japanese Realistic Textual Entailment Corpus (NLP 2020, LREC 2020)

A Natural Portuguese Language Benchmark (Napolab) for the evaluation of language models.

Repository for Repurposing Entailment for Multi-Hop Question Answering Tasks, NAACL19

Notebook for running GPT-J/GPT-J-6B – the cost-effective alternative to ChatGPT, GPT-3 & GPT-4 for many NLP tasks. Available on IPUs as a Paperspace notebook.

Text pair classification

Supporting code for the paper "Portuguese Language Models and Word Embeddings: Evaluating on Semantic Similarity Tasks".

Textual Entailment Using Pytorch BERT pretrained model

Barba is a multilingual natural language inference model for textual entailment and zero-shot text classification, available as an end-to-end service through TensorFlow Serving.

Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".

Sentence Transformative Inference Mapping for Python

CNN/RNN model evaluation on the Stanford Natural Language Inference (SNLI) task

Recurrent neural network architectures in TensorFlow for predicting textual entailment.

A thorough research on multi-task learning

Prove Ducth NLI problems of SICK-NL with LangPro

Multilingual retrieval, ranking and natural language inference with transformers (mBERT); PyTorch implementation code for article in European Conference on Information Retrieval (ECIR2021)

An NLP project which makes use of tensorflow for hypothesis testing.

A presentation and Accompanying notebook for the Entailment with Tensorflow article.