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comernet

Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

cteg

Code for ACL 2019 paper "Enhancing Topic-to-Essay Generation with External Commonsense Knowledge "

df-net

Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"

dialogpt

Large-scale pretraining for dialogue

diawae

implementation and reproduction of "DIALOGWAE: MULTIMODAL RESPONSE GENERATION WITH CONDITIONAL WASSERSTEIN AUTO-ENCODER"

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

ds_projects

Data-driven projects repo

few-shot-dst

Source code for our "D-REPTILE" paper at EACL 2021

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

google-research

Google AI Research

hiddenkiller

Code and data of the ACL-IJCNLP 2021 paper "Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger"

labes

Yichi Zhang et al. A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. EMNLP 2020.

linguistic-style-transfer

Neural network parametrized objective to disentangle and transfer style and content in text

linguistically-regularized-lstm-for-sentiment-classification

Paper notes: Linguistically Regularized LSTM for Sentiment Classification

mlcsg-acl2020

Source code of paper "Modeling Long Context for Task-Oriented Dialogue State Generation" , ACL 2020

neuraldialog-cvae

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

reviewsummarizer

source and data for Product Review Summarization by Exploiting Phrase Properties

sc-gpt

Few-shot Natural Language Generation for Task-Oriented Dialog

semantic-parsing-dual

Source code and data for ACL 2019 Long Paper Semantic Parsing with Dual Learning.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sentencefunction

Code for the paper at ACL2018

soot

soot

structure_data_to_summary

Reproduce the result of "Order-Planning Neural Text Generation From Structured Data" (arxiv link:https://arxiv.org/abs/1709.00155) paper for the task of generating natural Language summary from structured data.

styleattack

Code and data of the EMNLP 2021 paper "Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer"

sumbt

SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking (ACL 2019)

tatk

Task-oriented dialog system toolkits

textexpansion

trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743