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Top 6 structured-prediction open source projects

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

✭ 30

python machine-learning gan structured-prediction iclr2018 dataset-figment energy-networks

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

✭ 43

matlab python M zero-shot-learning structured-prediction domain-adaptation pseudo-labeling unsupervised-domain-adaptation office-home

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".

✭ 68

python shell database semantic-parsing natural-language-interface structured-prediction text-to-sql heterogeneous-graph-neural-network

zmsp

The Mingled Structured Predictor

✭ 20

python shell cython C++perl dependency-parsing structured-prediction semantic-role-labeling

Gumbel-CRF

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

✭ 51

python crf text-generation generative-model density-estimation structured-prediction paraphrase-generation deep-generative-model gradient-estimator data-to-text

semeval22 structured sentiment

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

✭ 67

python shell natural-language-processing sentiment-analysis structured-prediction semeval-2022

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