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Taeuk Kim's Projects

abcnn icon abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

biblosa-pytorch icon biblosa-pytorch

Re-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.

bidaf-pytorch icon bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

bimpm-pytorch icon bimpm-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

hangul-utils icon hangul-utils

A tool for splitting and merging Korean unicode characters in Python 2 and 3

sata-tree-lstm icon sata-tree-lstm

Implementation of SATA Tree-LSTM (Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations, AAAI 2019)

semeval2018-task12 icon semeval2018-task12

Implementation of SECOVARC (The Sentence Encoder with COntextualized Vectors for Argument Reasoning Comprehension), for SemEval-2018 Task 12 - The Argument Reasoning Comprehension Task.

sg-bert icon sg-bert

Official Implementation for "Self-Gudied Contrastive Learning for BERT Sentence Representations (ACL 2021)"

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

text icon text

Data loaders and abstractions for text and NLP

trees_from_transformers icon trees_from_transformers

Official code for the ICLR 2020 paper 'ARE PPE-TRAINED LANGUAGE MODELS AWARE OF PHRASES? SIMPLE BUT STRONG BASELINES FOR GRAMMAR INDCUTION'.

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