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 Chapter of the Association for Computational Linguistics: NAACL-2022.

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)

The Natural Portuguese Language Benchmark (Napolab). Stay up to date with the latest advancements in Portuguese language models and their performance across carefully curated Portuguese language tasks.

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.

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

Text pair classification

Textual Entailment Using Pytorch BERT pretrained model

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

Code and data for paper "Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving"

Sentence Transformative Inference Mapping for Python

Prove Ducth NLI problems of SICK-NL with LangPro

Recurrent neural network architectures in TensorFlow for predicting textual entailment.

A thorough research on multi-task learning

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

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.

Detect entailment and contradiction in multilingual text using transfer learning and data augmentation

Implementing a deep learning model that recognizes the textual entailment relation between two sentences, the premise and the hypothesis

textual entailment experiments on Mednli dataset.

This repository is part of my bachelor’s thesis 'Recognising Textual Entailment for Dutch using Dependency Analysis'.

LSTM neural network to identify textual entailment

No description provided.

Bachelor Thesis comparing two Relation-Inference Datasets

Textual entailment sul dataset SNLI con BiLSTM.