structured-prediction
There are 38 repositories under structured-prediction topic.
yzhangcs/parser
:rocket: State-of-the-art parsers for natural language.
FranxYao/Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
X-LANCE/text2sql-lgesql
[ACL 2021] 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".
lyutyuh/ASP
PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf
jerbarnes/semeval22_structured_sentiment
SemEval-2022 Shared Task 10: Structured Sentiment Analysis
divelab/dilated
Smoothed Dilated Convolutions for Improved Dense Prediction
hellowangqian/domain-adaptation-capls
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
eth-ait/spl
Structured Prediction Helps 3D Human Motion Modelling - ICCV '19
FranxYao/Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
chaitanyamalaviya/NeuralFactorGraph
This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.
HaojiHu/Sets2Sets
Sequential sets to sequential sets learning
TheShadow29/infnet-spen
TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"
zzsfornlp/zmsp
The Mingled Structured Predictor
lyutyuh/structured-span-selector
A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
unitn-sml/pyconstruct
Python library for declarative, constrained, structured-output prediction.
philqc/deep-value-networks-pytorch
Structured Prediction with Deep Value Networks (PyTorch implementation)
lmotte/graph-prediction-with-fused-gromov-wasserstein
Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT library (Python Optimal Transport).
BerlinerA/DSVAE-NES
This repository contains the official PyTorch implementation of the paper: "Learning Discrete Structured VAE using NES".
hrshtv/CTreeOT
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
lancopku/CRF-ADF
CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)
lkwbr/structured-prediction
Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.
lmotte/metabolite-identification-with-fused-gromov-wasserstein
Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 for solving the metabolite identification problem.
p-lambda/composed_finetuning
Code for the ICML 2021 paper "Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization" by Sang Michael Xie, Tengyu Ma, Percy Liang
SUDA-LA/Unsupervised-Structured-Prediction
Must-read papers for unsupervised structured prediction
negrinho/beam_learn_supertagging
Code for "An Empirical Investigation of Beam-Aware Training in Supertagging" to appear in EMNLP Findings 2020
abasirat/llm-adapter
A plug-and-play adapter architecture that efficiently adapts large language models to downstream tasks. Essential for client-server architecture language model services. A practical approach to adapting LLMs' hidden activations without modifying the base model.
adri-romsor/iterative_inference_segm
Image Segmentation by Iterative Inference from Conditional Score Estimation
harit7/Mangrove
Lifting Weak Supervision To Structured Prediction (NeurIPS '22)
OmerShubi/Stock-Price-Change-Direction-Prediction
Stock Price Change Direction Prediction
socialmediaie/EDNIL2020
Submission titled Non-neural Structured Prediction for Event Detection from News in Indian Languages for EDNIL 2020 - Event Detection from News in Indian Languages
sourav22899/k-sets-problem
Official code for k-experts - Online Policies and Fundamental Limits, AISTATS 2022
bar-katz/Structured_Prediction_on_OCR
Attempt in using structured prediction on the OCR dataset
dorringel/SWVM
The Structured Weighted Violation MIRA
speedcell4/24-bit
Official implementation of "24-bit Languages" (AACL'23)
yowald/elliptical-losses
Code accompanying the paper "Globally Optimal Learning for Structured Elliptical Losses", published at NeurIPS 2019