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

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

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

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

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

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

Korean Syllable Embedding implemented on AllenNLP

parser

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

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

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

SNU_POI_web