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🚀 State-of-the-art parsers for natural language.

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

Text2sql Lgesql ⭐ 76

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".

Semeval22_structured_sentiment ⭐ 60

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

Structured Prediction Helps 3D Human Motion Modelling - ICCV '19

Neuralfactorgraph ⭐ 50

This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.

Gumbel Crf ⭐ 32

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

Infnet Spen ⭐ 30

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

The Mingled Structured Predictor

Structured Span Selector ⭐ 10

A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)

Pyconstruct ⭐ 10

Python library for declarative, constrained, structured-output prediction.

Sets2sets ⭐ 10

Sequential sets to sequential sets learning

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