基于Pytorch和torchtext的自然语言处理深度学习框架。
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Updated
Dec 14, 2020 - Python
基于Pytorch和torchtext的自然语言处理深度学习框架。
基于Pytorch和torchtext的知识图谱深度学习框架。
Deep Semantic Role Labeling with Self-Attention
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
[CVPR21] Visual Semantic Role Labeling for Video Understanding (https://arxiv.org/abs/2104.00990)
A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
GSRL is a seq2seq model for end-to-end dependency- and span-based SRL (IJCAI2021).
BERT-based nominal Semantic Role Labeling (SRL), both using the Nombank dataset and the Ontonotes dataset.
Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling
X-SRL Dataset. Including the code for the SRL annotation projection tool and an out-of-the-box word alignment tool based on Multilingual BERT embeddings.
Research code for generating semantic role labels for CHILDES
Encoder-Decoder model for Semantic Role Labeling
NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch
Methods for extracting Within-Document(WD) and Semantic-Role-Labeling(SRL) information from already tokenized corpus
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