Structured Prediction with Deep Value Networks (PyTorch implementation)
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Updated
Jul 25, 2024 - Python
Structured Prediction with Deep Value Networks (PyTorch implementation)
The Mingled Structured Predictor
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.
PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf
Official code for k-experts - Online Policies and Fundamental Limits, AISTATS 2022
Python library for declarative, constrained, structured-output prediction.
Official implementation of "24-bit Languages" (AACL'23)
[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'
🚀 State-of-the-art parsers for natural language.
Structured Prediction Helps 3D Human Motion Modelling - ICCV '19
DGMs for NLP. A roadmap.
[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".
A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
This repository contains the official PyTorch implementation of the paper: "Learning Discrete Structured VAE using NES".
Sequential sets to sequential sets learning
Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 for solving the metabolite identification problem.
SemEval-2022 Shared Task 10: Structured Sentiment Analysis
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).
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
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