mnli

imran3180/pytorch-nli

pytorch implementation of various models for snli and mnli task

utahnlp/consistency

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

dh1105/Sentence-Entailment

Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI and SNLI.

sileod/pragmeval

Discourse Based Evaluation of Language Understanding

yanghanxy/CIAN

Implementation of the Character-level Intra Attention Network (CIAN) for Natural Language Inference (NLI) upon SNLI and MultiNLI corpus

pleonova/multi-label-summary-text

An application that summarizes and classifies long text using zero-shot transfer-learning hosted on Huggingface spaces.

ravichoudharyds/Natural-Language-Processing

Deep Learning for NLP

vgupta123/consistency

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

vgupta123/infotabs-code

Implementation of the semi-structured inference model in our ACL 2020 paper. INFOTABS: Inference on Tables as Semi-structured Data

aalok-sathe/TaxiNLI

Taxonomic fragmentation of the NLI task. Data accompanying CoNLL 2020 paper titled "TaxiNLI: Taking a Ride up the NLU Hill"

cjrh/empatico

Emotion detection microservice based on natural language inference

AIdventures/flora

Fine-tuning LLMs with LoRA

Jivanni/xlm-roberta-large-it-mnli

Migisen/NLI_RoBERTa_model

roBERTa pretrained on NLI task

mhdr3a/transformers-diagnostics

Model Evaluation using SuperGLUE Diagnostic Dataset

mhdr3a/transformers-hans

Adversarial evaluation of model performances [Updated]

mhdr3a/transformers-snli

Model Evaluation using SNLI Development Set

mhdr3a/transformers-wanli

Model Evaluation using WANLI Test Set