microsoft / nlp-recipes

Natural Language Processing Best Practices & Examples

nlp machine-learning natural-language-processing deep-learning text-classification text best-practices natural-language nlu pretrained-models natural-language-inference natural-language-understanding sota transfomer nli azure-ml mlflow

Updated Aug 25, 2020
Python

dmlc / gluon-nlp

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[Good First Issue] Add test cases for Truncated Gumbel

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sxjscience commented Aug 14, 2020

Well, Gumbel Distribution is magical. Basically, given a sequence of K logits, i.e., "\log a_1, \log a_2, ..., \log a_K" and K independent gumbel random variables, i.e., "g_1, g_2, ..., g_K". We have

\argmax_i \log a_i + g_i ~ Categorical({a_i / sum(a)})

This gives you a very simple way to sampl

Extend bert/embedding.py with other pre-trained models

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Add usage example for fasttext subword embedding in Pre-trained Word Embeddings tutorial

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opencog / opencog

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A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

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Updated Oct 1, 2020
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zhiguowang / BiMPM

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BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

natural-language-inference sentence-match sentence-similarity paraphrase-identification duplicate-questions-identification

Updated May 19, 2019
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soulbliss / NLP-conference-compendium

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Compendium of the resources available from top NLP conferences.

naacl natural-language-processing acl emnlp natural-language-generation natural-language-inference nlp-machine-learning natural-language-understanding

Updated Dec 28, 2019

lanwuwei / SPM_toolkit

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Neural network toolkit for sentence pair modeling.

pytorch question-answering natural-language-inference semantic-textual-similarity paraphrase-identification

Updated Feb 12, 2019
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jind11 / TextFooler

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A Model for Natural Language Attack on Text Classification and Inference

natural-language-processing text-classification natural-language-inference bert adversarial-attacks bert-model

Updated Sep 25, 2020
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VinAIResearch / PhoBERT

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

deep-learning vietnamese transformers python3 named-entity-recognition language-models ner natural-language-inference bert pos-tagging vietnamese-nlp nli fairseq vncorenlp roberta bert-embeddings rdrsegmenter part-of-speech-tagging transformers-library phobert

Updated Sep 20, 2020

uclnlp / jack

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Jack the Reader

natural-language-processing deep-learning tensorflow question-answering knowledge-base natural-language-inference

Updated Feb 9, 2019
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mynlp / ccg2lambda

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Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.

natural-language-inference semantic-parsing recognize-textual-entailment

Updated Sep 25, 2020
Python

rowanz / swagaf

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Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"

natural-language-processing natural-language-inference grounded-language-learning emnlp-2018

Updated Aug 14, 2020
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erickrf / multiffn-nli

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Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.

nlp natural-language-processing deep-learning neural-network natural-language-inference text-entailment

Updated Feb 24, 2018
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HsiaoYetGun / ESIM

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TensorFlow implementation of the ESIM model (Enhanced LTSM for natural language inference)

tensorflow natural-language-inference

Updated Jan 12, 2019
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vanzytay / EMNLP2018_NLI

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Repository for NLI models (EMNLP 2018)

nlp natural-language-processing deep-learning natural-language-inference snli

Updated Nov 14, 2018
Python

mandarjoshi90 / pair2vec

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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

natural-language-processing word-embeddings question-answering representation-learning natural-language-inference

Updated Sep 25, 2020
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zake7749 / WSDM-Cup-2019

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[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

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Updated Nov 16, 2019
Jupyter Notebook

nouhadziri / DialogEntailment

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The implementation of the paper "Evaluating Coherence in Dialogue Systems using Entailment"

natural-language-inference bert evaluation-framework dialogue-evaluation

Updated Apr 15, 2019
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synapse-developpement / Discovery

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Mining Discourse Markers for Unsupervised Sentence Representation Learning

natural-language-processing deep-learning dataset discourse-analysis discourse-parsing pdtb unsupervised-learning natural-language-inference large-dataset natural-language-understanding sentence-embeddings infersent discourse-markers discourse-connectives

Updated Jul 25, 2019
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HsiaoYetGun / Decomposable-Attention

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TensorFlow implementation of the Decomposable Attention model (A Decomposable Attention Model for Natural Language Inference)

tensorflow natural-language-inference decomposable-attention

Updated Aug 3, 2018
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datascienceid / nlp-resources

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A curated list of natural language processing courses, video lectures, books, library and many more.

python data-science machine-learning natural-language-processing natural-language indonesia natural-language-generation indonesian-language natural-language-inference machine-intelligence natural-language-understanding

Updated Feb 18, 2019

decompositional-semantics-initiative / DNC

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Diverse Natural Language Inference Collection - NLI dataset that can used to evaluate how well models perform distinct types of reasoning (EMNLP 2018)

natural-language-processing natural-language-inference computational-semantics emnlp2018