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Henghui Zhu's Projects

active-nlp icon active-nlp

Bayesian Deep Active Learning for Natural Language Processing Tasks

agem icon agem

Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

clicr icon clicr

Machine reading comprehension on clinical case reports

cliner icon cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

dirt-t icon dirt-t

A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)

embeddings icon embeddings

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts" (http://cs.nyu.edu/~dsontag/papers/ChoiChiuSontag_AMIA_CRI16.pdf)

gecor icon gecor

Source code and dataset for the paper "GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue" (Jun Quan, Deyi Xiong, Bonnie Webber and Changjian Hu. EMNLP, 2019)

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hmtl icon hmtl

HMTL: Hierarchical Multi-Task Learning

l2c icon l2c

Learning to Cluster. A deep clustering strategy.

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