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GitHub topics: structured-prediction

jerbarnes/semeval22_structured_sentiment

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

Language: Python - Size: 10.4 MB - Last synced at: about 14 hours ago - Pushed at: over 3 years ago - Stars: 79 - Forks: 43

yzhangcs/parser

:rocket: State-of-the-art parsers for natural language.

Language: Python - Size: 698 KB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 856 - Forks: 150

OmerShubi/Stock-Price-Change-Direction-Prediction

Stock Price Change Direction Prediction

Language: Python - Size: 1.54 MB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

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.

Language: Python - Size: 67.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 1

FranxYao/Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

Size: 32 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 390 - Forks: 32

philqc/deep-value-networks-pytorch

Structured Prediction with Deep Value Networks (PyTorch implementation)

Language: Python - Size: 85 MB - Last synced at: 19 days ago - Pushed at: 11 months ago - Stars: 14 - Forks: 5

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".

Language: Python - Size: 290 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 147 - Forks: 36

hi-paris/structured-predictions

Language: Jupyter Notebook - Size: 179 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 5

zzsfornlp/zmsp

The Mingled Structured Predictor

Language: Python - Size: 6.8 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 7

hellowangqian/domain-adaptation-capls

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

Language: MATLAB - Size: 63.5 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 12

eth-ait/spl

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

Language: Python - Size: 65.9 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 58 - Forks: 12

unitn-sml/pyconstruct

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

Language: Python - Size: 13.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 21 - Forks: 4

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).

Language: Python - Size: 1.64 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 2

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

Language: Python - Size: 5.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 90 - Forks: 15

FranxYao/Gumbel-CRF

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

Language: Python - Size: 24.3 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 56 - Forks: 9

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

Language: Python - Size: 35.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

lancopku/CRF-ADF

CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)

Language: C# - Size: 1.81 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

dorringel/SWVM

The Structured Weighted Violation MIRA

Language: Java - Size: 84 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

hrshtv/CTreeOT

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

Language: Python - Size: 453 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

divelab/dilated Fork of zhengyang-wang/Deeplab-v2--ResNet-101--Tensorflow

Smoothed Dilated Convolutions for Improved Dense Prediction

Language: Python - Size: 504 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 73 - Forks: 16

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.

Language: Python - Size: 49.8 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

bar-katz/Structured_Prediction_on_OCR

Attempt in using structured prediction on the OCR dataset

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

sourav22899/k-sets-problem

Official code for k-experts - Online Policies and Fundamental Limits, AISTATS 2022

Language: Python - Size: 85 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

negrinho/beam_learn_supertagging

Code for "An Empirical Investigation of Beam-Aware Training in Supertagging" to appear in EMNLP Findings 2020

Language: Python - Size: 50.8 KB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

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.)

Language: Python - Size: 432 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 1

HaojiHu/Sets2Sets

Sequential sets to sequential sets learning

Language: Python - Size: 3.48 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 27 - Forks: 10

chaitanyamalaviya/NeuralFactorGraph

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

Language: Python - Size: 1.5 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 51 - Forks: 8

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

Language: Jupyter Notebook - Size: 9.25 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

TheShadow29/infnet-spen

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

Language: Python - Size: 1.31 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 30 - Forks: 1

SUDA-LA/Unsupervised-Structured-Prediction

Must-read papers for unsupervised structured prediction

Size: 14.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

lkwbr/structured-prediction

Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.

Language: Python - Size: 6.87 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 1

yowald/elliptical-losses

Code accompanying the paper "Globally Optimal Learning for Structured Elliptical Losses", published at NeurIPS 2019

Language: Python - Size: 7.62 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Demfier/program_synthesis

Library for morphological inflection of any language.

Language: Jupyter Notebook - Size: 6.9 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

adri-romsor/iterative_inference_segm

Image Segmentation by Iterative Inference from Conditional Score Estimation

Language: Python - Size: 442 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 0

Related Keywords
structured-prediction 34 machine-learning 8 natural-language-processing 5 nlp 3 dependency-parsing 3 pytorch 3 named-entity-recognition 3 optimal-transport 3 generative-model 2 graphical-models 2 coreference-resolution 2 graph-prediction 2 text-generation 2 semantic-segmentation 2 pytorch-implementation 2 text-to-sql 2 deep-learning 2 semantic-role-labeling 2 domain-adaptation 2 ner 2 relation-extraction 2 molecular-graphs 1 machine-learning-algorithms 1 ocr 1 ocr-recognition 1 graph-matching 1 learning-theory 1 online-learning 1 python 1 beam-search 1 sequence-labeling 1 ctreeot 1 supertagging 1 case-based-reasoning 1 belief-propagation 1 gradient-estimation 1 tensorflow 1 icml 1 icml-2023 1 icml2023 1 message-passing 1 gridding 1 dilated-resnet 1 tree-similarity 1 sinkhorn 1 tree-matching 1 text2sql 1 test-time-adaptation 1 sinkhorn-algorithm 1 sinkhorn-knopp 1 sinkhorn-distance 1 dataset-figment 1 energy-networks 1 gan 1 iclr2018 1 paper-list 1 unsupervised-learning 1 handwriting-ocr 1 perceptron 1 text-to-speech 1 covariance-estimation 1 neurips-2019 1 regression-algorithms 1 robust-regresssion 1 program-synthesis 1 camvid-dataset 1 denoising-autoencoders 1 iterative-inference 1 post-processing 1 naacl 1 naacl2022 1 srl 1 clinical-decision-support 1 decision-support-system 1 next-basket-recommendation 1 sequential-data 1 sequential-sets-to-sequential-sets 1 sets2sets 1 structured-data 1 temporal-sets-forecasting 1 temporal-sets-prediction 1 cross-lingual 1 morphology 1 event-detection 1 indian-languages 1 indic-languages 1 multi-lingual 1 language-model 1 latent-variable-models 1 markov-chain-monte-carlo 1 mcmc 1 normalizing-flows 1 parsing 1 variational-autoencoders 1 variational-inference 1 deep-value-network 1 image-segmentation 1 image-tagging 1 multi-label-classification 1 spen 1