microsoft/nlp-recipes 📦

Natural Language Processing Best Practices & Examples

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cstsunfu/dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

Language: Python - Size: 9.4 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 30 - Forks: 0

pchampio/sentence-entailment

:page_with_curl: :round_pushpin: Predict how similar two sentences are using RNN, PyTorch.

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hitz-zentroa/xnli-eu

XNLIeu: a dataset for cross-lingual NLI in Basque

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ThanhHung2112/LMS_NextGen

An AI assistant for a Learning Management System (LMS)

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PrefectHQ/marvin

✨ Build AI interfaces that spark joy

Language: Python - Size: 57.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 4,705 - Forks: 300

IDEA-CCNL/GTS-Engine

GTS Engine: A powerful NLU Training System。GTS引擎（GTS-Engine）是一款开箱即用且性能强大的自然语言理解引擎，聚焦于小样本任务，能够仅用小样本就能自动化生产NLP模型。

Language: Python - Size: 3.81 MB - Last synced: 29 days ago - Pushed: about 1 year ago - Stars: 88 - Forks: 9

salesforce/TaiChi

Open source library for few shot NLP

Language: Python - Size: 1.76 MB - Last synced: about 2 months ago - Pushed: 12 months ago - Stars: 78 - Forks: 9

VinAIResearch/PhoBERT

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Size: 165 KB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 602 - Forks: 88

an-eve/nlp-nli-idioms

BERT and RoBERTa models fine-tuned on the MNLI dataset, optimized for binary entailment/non-entailment classification. Additionally, their performance is explored in handling figurative language.

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AbhilashaRavichander/NLI_StressTest

Language: Python - Size: 1.33 MB - Last synced: 2 months ago - Pushed: over 4 years ago - Stars: 18 - Forks: 5

garfix/nli-go

Natural Language Understanding and Response engine. Semantic parser and execution engine. With DBPedia and SHRDLU demo's.

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utahnlp/tabpert

TabPert : An Effective Platform for Tabular Perturbation

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nixtasy/NLI

Private coursework repository

Language: Python - Size: 138 MB - Last synced: 5 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

sileod/llm-theory-of-mind

Testing Theory of Mind (ToM) in language models with epistemic logic

Language: Python - Size: 610 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 11 - Forks: 2

MortadhaMannai/BERT-Neural-Language-Interface-Explainability-Explorer

Welcome to the Neural Language Interface (NLI) Explain project! This repository is dedicated to exploring and explaining the decision-making process of BERT models in the context of Natural Language Inference (NLI) tasks. We employ Feature Interaction methods to shed light on why BERT makes specific predictions in NLI.

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pygongnlp/TextMatching_tasks_paper_list

Collection of papers on the related directions of Text Matching tasks

Size: 55.7 KB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 18 - Forks: 2

declare-lab/CIDER

This repository contains the dataset and the pytorch implementations of the models from the paper CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CIDER has been accepted to appear at SIGDIAL 2021.

Language: Python - Size: 9.06 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 28 - Forks: 6

talman-fi/nli-with-transformers

Fine-tune transformers with NLI data

Language: Python - Size: 15.6 KB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 2

kovvalsky/prove_SICK_NL

Prove Ducth NLI problems of SICK-NL with LangPro

Language: Prolog - Size: 66.4 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 0

NLP-kr/tensorflow-ml-nlp-tf2

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Language: Jupyter Notebook - Size: 200 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 267 - Forks: 135

yg211/bert_nli

A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)

Language: Python - Size: 626 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 120 - Forks: 24

mlynatom/dataset_difficulty Fork of kawine/dataset_difficulty

"Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper) - AIC FEE CTU NLP group's customized version for NLI with XLM-RoBERTa Large in Czech language.

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patrick-batman/Unsupervised-Hypothesis-Creation

unsupervised creation of contradictory, entailing sentences from a given premise for SNLI tasks.

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chukbert/naturalLanguageInference

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

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maxent-ai/zeroshot_topics

Topic Inference with Zeroshot models

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Dibyakanti/AutoTNLI-code

This repository contains the official code for the paper : Realistic Data Augmentation Framework for Enhancing Tabular Reasoning.

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abhilashreddys/infoADAPET

Language: Python - Size: 7.36 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

microsoft/LoNLI

Testing Diverse Reasoning of NLI Systems

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imran3180/example_forgetting_nli

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

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utahnlp/infotabs-code

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

Language: Python - Size: 127 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 17 - Forks: 7

amaj8/Natural-Language-Inference

NLI using BiLSTM and Logistic regression (using tf-idf features)

Language: Python - Size: 1.56 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

imran3180/pytorch-nli

pytorch implementation of various models for snli and mnli task

Language: Python - Size: 30.3 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 32 - Forks: 5

jcblaisecruz02/Filipino-Text-Benchmarks

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

Language: Python - Size: 565 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 46 - Forks: 6

utahnlp/knowledge_infotabs

Repository containing code for the NAACL 2021 paper (Incorporating External Knowledge to Enhance Tabular Reasoning)

Language: Python - Size: 16.3 MB - Last synced: 27 days ago - Pushed: almost 3 years ago - Stars: 17 - Forks: 5

msadat3/SciNLI

The dataset and code for ACL 2022 paper "SciNLI: A Corpus for Natural Language Inference on Scientific Text" are released here.

Language: Python - Size: 174 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 22 - Forks: 2

prajjwal1/generalize_lm_nli

Code for the paper EMNLP 2021 workshop paper "Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics"

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kovvalsky/LangPro

Tableau-based Theorem Prover for Natural Logic and Language

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sileod/nlp-verbal-probabilities

Probing handling of verbal probabilities in NLP models

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zzp1012/NLI-LM-finetune

finetune the language model for task of natural language inference

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MysterionRise/nlp-to-sql

Different demos of semantic parser models, plays related to different state-of-the-art models in converting natural language questions to structured queries such as SQL

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iambusra/MA_Thesis-DnC

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

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CyberAgentAILab/japanese-nli-model

This repository provides the code for Japanese NLI model, a fine-tuned masked language model.

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HuynhXuanLam-IT44/NLI-PRO-vn_sbert_deploy-CP

This is the DEMO Vietnamese SBERT project that I put my heart into most clearly.

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msadat3/SSL_for_NLI

Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference

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shusenl/nlpvis

Visualization tool for interpreting NLP models

Language: Python - Size: 11.9 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 33 - Forks: 4

sarrabenyahia/NLI-SNLI

Application of Transformers for NLI task with SNLI dataset

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aalok-sathe/taxiNLI-data Fork of microsoft/TaxiNLI

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

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jolzee/leopard-chat-ui-teneo

Leopard Chat UI - A Teneo Chat Client based on Vue and Vuetify

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ronaldseoh/atsc_prompts

Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"

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RishabhMaheshwary/hard-label-attack

Natural Language Attacks in a Hard Label Black Box Setting.

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StonyBrookNLP/BioNLI

Biomedical Natural Language Inference Dataset

Language: Python - Size: 454 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

utahnlp/layer_augmentation

Implementation of the NLI model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.

Language: Python - Size: 35.8 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 40 - Forks: 5

vineeths96/Natural-Language-Inference

In this repository, we deal with the task of implementing Natural Language Inferencing (NLI) using the SNLI dataset. Different methods such as SumEmbeddings, BiLSTM, BiGRU, Transformers, and Logistic Regression are experimented.

Language: Python - Size: 92 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 1

97varun/precondition-inference

Precondition inference

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jaketae/auto-tagger

Fine-tuning and zero-shot learning with transformers to automatically tag my study blog posts

Language: Python - Size: 2.29 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

utahnlp/consistency

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

Language: Python - Size: 12.9 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 29 - Forks: 3

erickrf/infernal

A model for handcrafted feature-based Natural Language Inference

Language: Python - Size: 38.1 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 1

parasdahal/infersent

Implementation of the InferSent paper by Conneau et al., EMNLP2017

Language: Python - Size: 44.9 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

ghomasHudson/italkiCorpus

Corpus created from the italki website for use in Native Language Identification tasks

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BlackFoundryCom/bezier-interpolation

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lolofo/stage_4_gm

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

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dzdrav/kerasESIM

Keras implementation of ESIM model for Natural Language Inference.

Language: Python - Size: 32.2 KB - Last synced: 3 months ago - Pushed: over 5 years ago - Stars: 7 - Forks: 0

loubnabnl/canine-mednli

CANINE for Medical Natural Language Inference on MedNLI data, as part of the Algorithms for Speech and NLP course of the MVA master program.

Language: Python - Size: 26.4 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

dmitana/contradictory-my-dear-watson

My honest solution to the Contradictory, My Dear Watson Kaggle competition focused at NLI.

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ravi2493/NLI

Natural Language Inference, SNLI dataset

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 2

mnschmit/SherLIiC

A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference

Language: Python - Size: 20.8 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 8 - Forks: 1

vgupta123/consistency Fork of utahnlp/consistency

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

Language: Python - Size: 12.9 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

Aatlantise/transformers Fork of huggingface/transformers

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

Language: Python - Size: 77.3 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

AlexYangLi/NLI_Keras

Keras implementation (tensorflow backend) of natural language inference

Language: Python - Size: 173 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 22 - Forks: 7

coetaur0/LEAN

Lexical Entailment Augmented Network for Natural Language Inference

Language: Python - Size: 43.2 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 2 - Forks: 0

VenkateshDas/Attention-Classification

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.

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vgupta123/hindi-nli-data Fork of midas-research/hindi-nli-data

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

Size: 7.51 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

vgupta123/infotabs-code Fork of utahnlp/infotabs-code

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

Language: Python - Size: 138 KB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

mihail911/MLNLI

Robust feature-based classifiers for natural language inference

Language: Cucumber - Size: 14.7 MB - Last synced: 10 months ago - Pushed: almost 9 years ago - Stars: 1 - Forks: 2