Attempt in using structured prediction on the OCR dataset
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Updated
Jan 17, 2019 - Python
Attempt in using structured prediction on the OCR dataset
Library for morphological inflection of any language.
Machine Learning Algorithms and other related practice problems
Official implementation of "24-bit Languages" (AACL'23)
Code accompanying the paper "Globally Optimal Learning for Structured Elliptical Losses", published at NeurIPS 2019
The Structured Weighted Violation MIRA
Official code for k-experts - Online Policies and Fundamental Limits, AISTATS 2022
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.
Submission titled Non-neural Structured Prediction for Event Detection from News in Indian Languages for EDNIL 2020 - Event Detection from News in Indian Languages
Stock Price Change Direction Prediction
Image Segmentation by Iterative Inference from Conditional Score Estimation
Code for "An Empirical Investigation of Beam-Aware Training in Supertagging" to appear in EMNLP Findings 2020
This repository contains the official PyTorch implementation of the paper: "Learning Discrete Structured VAE using NES".
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
Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 for solving the metabolite identification problem.
Must-read papers for unsupervised structured prediction
CRF Toolkit based on C#; support ADF (Adaptive stochastic gradient Decent based on Feature-frequency information, ACL 2012)
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