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The Top 23 Semantic Role Labeling Open Source Projects

Open source projects categorized as Semantic Role Labeling
Categories > Semantic Role Labeling
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31most recent commit a month agopypi flair} Downloads
Nlpnet ⭐ 396
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
most recent commit 2 years ago
Lightkg ⭐ 362
基于Pytorch和torchtext的知识图谱深度学习框架，包含知识表示学习、实体识别与链接、实体
total releases 5most recent commit 4 years ago
Tagger ⭐ 269
Deep Semantic Role Labeling with Self-Attention
most recent commit 4 years ago
Astock ⭐ 142
Astock
most recent commit 9 months ago
Hesyfu ⭐ 107
Code for the ACL2021 paper: Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
most recent commit a year ago
Crfsrl ⭐ 60
[COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".
most recent commit 7 months ago
Transformer Srl ⭐ 45
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.
total releases 74most recent commit 2 years ago
Emotion Cause Analysis Papers ⭐ 36
Collection of papers on Emotion Cause Analysis
most recent commit 3 years ago
Clj Nlp Parse ⭐ 26
Natural Language Parsing and Feature Generation
total releases 24most recent commit 4 years ago
Zmsp ⭐ 25
The Mingled Structured Predictor
most recent commit 7 months ago
Semantic_role_labeling_deep_learning ⭐ 18
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
most recent commit 7 years ago
Event Embedding Multitask ⭐ 17
*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach
most recent commit 6 years ago
Sequence_labeling_tf ⭐ 17
Sequence Labeling in Tensorflow
most recent commit 5 years ago
Preprocess Conll05 ⭐ 14
Scripts for preprocessing the CoNLL-2005 SRL dataset.
most recent commit 5 years ago
Semantic Role Labeler ⭐ 14
A semantic role labeling system for the Sumerian language. A Google Summer of Code '18 initiative.
most recent commit a year ago
Deepnlp ⭐ 13
TensorFlow implementation of deep learning algorithm for NLP
most recent commit 6 years ago
Unify Srl ⭐ 12
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources (NAACL-2021).
most recent commit 2 years ago
Structured_tuning_srl ⭐ 12
Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling
most recent commit 2 years ago
Structured Span Selector ⭐ 10
A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
most recent commit 2 years ago
Gsrl ⭐ 8
GSRL is a seq2seq model for end-to-end dependency- and span-based SRL (IJCAI2021).
most recent commit 3 years ago
Coref Hgat ⭐ 8
Pytorch Implementation of Our NAACL 2021 Paper "Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network"
most recent commit 2 years ago
Srl English ⭐ 7
BERT-based nominal Semantic Role Labeling (SRL), both using the Nombank dataset and the Ontonotes dataset.
most recent commit 2 years ago
The 4 Latest Releases In Semantic Role Labeling Open Source Projects
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit a month agopypi flair} Downloads
Clj Nlp Parse ⭐ 26
Natural Language Parsing and Feature Generation
total releases 24latest release February 09, 2020most recent commit 4 years ago
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