Tiancheng Zhao (Tony)

NeuralDialogPapers. Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

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

NeuralDialog-LAED. PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

NeuralDialog-LaRL. PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

NeuralDialog-ZSDG. PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

SimDial. Synthetic task-oriented dialog generator with controllable complexity. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

How-to-Utilize-Unstructured-Text. This blog describes one future path on how to use unstructured data for future text data apps.

tantivy-ztc. Modifications on tantivy to support neural index.

RnnLM. A baseline sequence-based LM

NeuralDialog-DM. Code for SIGDial 2016. Towards End-to-end RL for DST and DM

awesome-bots. A curated awesome list of resources from the bots/AI world by BotCube team. Join our newsletter to get five epic actionable bot tricks delivered to your inbox once a week! 🤖 ❤️

10-601PyTorchTutorial. Recitation notebook for Pytorch (Tiancheng Zhao)

nlp_chinese_corpus. 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

clip_tome. Jupyter Notebook

GPT2-Chinese. Chinese version of GPT2 training code, using BERT or BPE tokenizer.

Chinese-BERT-wwm. Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

yolov7. 🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

mini_dpo. Python

FastChat. The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

HrlPy. A Python based HRL Library

Dialog_Corpus. 用于训练中英文对话系统的语料库 Datasets for Training Chatbot System

TfLibrary. Python

elastiknn. Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

stanza. Official Stanford NLP Python Library for Many Human Languages

TemplateEditor.

detectron2. Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Next-ViT. Python

open_clip. An open source implementation of CLIP.

OFA. Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

awesome-vision-and-language. A curated list of awesome vision and language resources (still under construction... stay tuned!)

mini_vqvae.

LeCaRD. A Chinese legal case retrieval dataset.

Transformer-in-Vision. Recent Transformer-based CV and related works.

ReferFormer. [CVPR2022] Official Implementation of ReferFormer

tantivy. Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

fastai-v3. Starter app for fastai v3 model deployment on Render

sentence-transformers. Sentence Embeddings with BERT & XLNet

OmAgent. A Multimodal Native Agent Framework for Smart Hardware and More

pytorchvideo. A deep learning library for video understanding research.

SlotRefine. SlotRefine: A Fast Non-Autoregressive Model forJoint Intent Detection and Slot Filling

papers. Summaries of machine learning papers

GloVe. GloVe model for distributed word representation

TC-Bot. User Simulation for Task-Completion Dialogues

MultiTurnResponseSelection. This repo contains our ACL paper data and source code

snowboy. DNN based hotword and wake word detection toolkit

ubottu. Next Utterance Classification

neural-network-papers. JavaScript

awesome-rnn. Recurrent Neural Network - A curated list of resources dedicated to RNN