Popular GitHub Repositories for Srl

基于Pytorch和torchtext的自然语言处理深度学习框架。

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

基于Pytorch和torchtext的知识图谱深度学习框架。

CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.

A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

Semantics-aware BERT for Language Understanding (AAAI 2020)

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

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.

[CVPR21] Visual Semantic Role Labeling for Video Understanding (https://arxiv.org/abs/2104.00990)

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)

SRL deep learning model is based on DB-LSTM which is described in this paper : [End-to-end learning of semantic role labeling using recurrent neural networks](http://www.aclweb.org/anthology/P15-1109)

Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling

Sparse Residual LSTM Autoencoder | Robust Autoencoder for Anomaly Detection in ECG | 2024 ??????? ?????? | Autumn Annual Conference of IEIE, 2024 | OMS 2

deep learning of knowledge graph ，知识图谱深度学习相关技术