Simple Regex Language
#自然语言处理#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。
#计算机科学#Deep Semantic Role Labeling with Self-Attention
Semantics-aware BERT for Language Understanding (AAAI 2020)
Semantics-aware BERT for Language Understanding (AAAI 2020)
#计算机科学#State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
#自然语言处理#Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.
#自然语言处理#[CVPR21] Visual Semantic Role Labeling for Video Understanding (https://arxiv.org/abs/2104.00990)
#自然语言处理#A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
#自然语言处理#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
Encoder-Decoder model for Semantic Role Labeling