Official implementation of CVPR23 paper "Diffusion-based Generation, Optimization, and Planning in 3D Scenes"

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

Examples and recipes for Llama 2 model

Drive a browser with GPT-3

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

The baseline code for META-GUI dataset

Scripts to build your own IPsec VPN server, with IPsec/L2TP, Cisco IPsec and IKEv2

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset

Zero-shot dialogue state tracking (DST)

Official repository of paper "Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System"

Official repository for "SimpleTOD: A Simple Language Model for Task-Oriented Dialogue"

Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"

The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset

AAAI 2021: "UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2"

Code for "Dialogue State Induction Using Neural Latent Variable Models"

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

Code for our paper "A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking" (ACL2020)