SivilTaram

dialogue-utterance-rewriter-py3

tapex_t5_pretraining

tapex_transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

ACLPUB

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

AI-Paper-Collector

Fully-automated scripts for collecting AI-related papers

AI-Surveys

整理AI相关领域的一些综述

alfred

ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

allennlp-models

Officially supported AllenNLP models

AR-LSAT

Experiment for lsat

compositional-generalization-span-level-attention

code for the NAACL 2021 paper Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention by Microsoft Semantic Machines.

contrast-sets

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

duorat

E.T.

Episodic Transformer (E.T.) is a novel attention-based architecture for vision-and-language navigation. E.T. is based on a multimodal transformer that encodes language inputs and the full episode history of visual observations and actions.

kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Paper_Writing_Tips

PrefixTuning

Prefix-Tuning: Optimizing Continuous Prompts for Generation

Project_CodeNet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

Semantic-Parsing

semantic-parsing-annotation

Author implementation of the paper "Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing"

squall

Data and Code Release for "On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries"

t5x

Table-Fact-Checking

Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"

tag-based-multi-span-extraction

The official implementation of EMNLP 2020, "A Simple and Effective Model for Answering Multi-span Questions".

task_oriented_dialogue_as_dataflow_synthesis

Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).

ToTTo

ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. We hope it can serve as a useful research benchmark for high-precision conditional text generation.

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.

zest

Code and dataset "ZEST" from "Learning from task descriptions", Weller et al, EMNLP 2020