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Xueliang Zhao's Projects

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

converse_reading_cmr icon converse_reading_cmr

code, data, and model for ACL-19 paper "Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading"

dialogueact-tagger icon dialogueact-tagger

A resource to create a multi domain Dialog Act Tagger for conversational agents using publicly available data

mrfn icon mrfn

Tensorflow implementation for MRFN in Retrieval-based Chatbots

nlg-eval icon nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

openwebtext icon openwebtext

An open clone of the GPT-2 WebText dataset by OpenAI. Still WIP.

pal icon pal

Policy based Active Learning with DQN

parlai_agents icon parlai_agents

# ParlAI Agent examples with PyTorch, Chainer and TensorFlow

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

rat-sql icon rat-sql

A relation-aware semantic parsing model from English to SQL

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlseq2seq icon rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

swda icon swda

Switchboard Dialog Act Corpus with Penn Treebank links

thred icon thred

The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"

transformer icon transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

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