Bachelor Thesis comparing two Relation-Inference Datasets

finetune the language model for task of natural language inference

We augmented an already existing BERT Tiny Transformer network designed to train the Google NQ dataset to randomly sample some of the tokens in a question with its synonyms. The idea comes from the process of image data augmentation used in computer vision pipelines. This experiment directly tackles the concepts of Natural Language Inference and…

Project on a Natural Language Processing (NLP) task known as Natural Language Inference (NLI) for the Bahasa Indonesia language.

Natural Language Inference, SNLI dataset

Re-implementation of BIMPM(Bilateral Multi-Perspective Matching for Natural Language Sentences)

This repository is an implementation of Paper "Robust Natural Language Inference Models with Example Forgetting", which studies importance of forgettable example in making robust NLI Models

XNLIeu: a dataset for cross-lingual NLI in Basque

Assignments and projects from the interpretable natural language processing course offered at the University of Tehran.

This repository is to understand Attention mechanism for the Classification task. The task used here for explanation is Recognizing Textual Entailment. It is a Natural Language Inference task.

Fine-tune transformers with NLI data

Data, models, analysis scripts, experiment materials and environments that I used for my MA thesis can be accessed in this repository.

Enrich Wikidata with MARC standards

Intermediate test set and HANS evaluations while training MNLI and BoolQ models. Based on huggingface/transformers.

Precondition inference

📃⚖️🙅 Pipeline to detect contradictions in policy documents using NLP and transformers.

The objective here is to study the plausibility of attention mechanisms in automatic language processing on an NLI (natural naguage inference) task, in transformers (BERT) architecture

a repository containing the details of natural language inference dataset in Hindi