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allennlp

An open-source NLP research library, built on PyTorch.

chartdialog

A dataset for training interactive plotting agent

cibb-dataset

The CIBB dataset used for 'blacklist method' evaluation for MT system's performance on Chinese idioms.

graftnet

headlinegeneration-chn

language

Shared repository for open-sourced projects from the Google AI Language team.

picard

PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

rat-sql

A relation-aware semantic parsing model from English to SQL

roberta_ses

rome

Locating and editing factual associations in GPT (NeurIPS 2022)

selsum

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

speakql-dbati-icassp2023

Repository of paper "Database-Aware ASR Error Correction for Speech-to-SQL Parsing", at ICASSP 2023

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

subgraphretrievalkbqa

The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

sythello.github.io

tabert

This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

tabularsemanticparsing

Translating natural language questions to a structured query language

text2sql-lgesql

This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".

trustclass

Trustclass application on Android

unifiedskg

A Unified Framework and Analysis for Structured Knowledge Grounding

wsdm2021_nsm

Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. WSDM 2021.