8 results found Sort:

flairNLP
flair flairNLP
2.1k
13.9k
other
204
A very simple framework for state-of-the-art Natural Language Processing (NLP)
nlp pytorch word-embeddings machine-learning sequence-labeling semantic-role-labeling named-entity-recognition natural-language-processing
Created 2018-06-11
6,148 commits to master branch, last one 12 days ago
erickrf
nlpnet erickrf
104
407
mit
35
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
nlp parsing pos-tagging neural-network semantic-role-labeling natural-language-processing
Created 2013-02-26
279 commits to master branch, last one 3 years ago
JinanZou
Astock JinanZou
37
207
unknown
3
Astock
nlp stock stock-data stocktrading stock-trading stock-analysis machine-learning text-classification nlp-machine-learning semantic-role-labeling stock-price-prediction stock-trend-prediction stock-market-prediction self-supervised-learning stock-movement-forecasting
Created 2022-02-08
43 commits to main branch, last one about a year ago
Riccorl
transformer-srl Riccorl
9
69
unknown
7
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.
nlp shi srl bert role span dataset pytorch allennlp labeling propbank semantic conll2012 srltagger verbatlas transformer transformers srl-annotations semantic-role-labeling natural-language-processing
Created 2020-07-18
151 commits to master branch, last one 2 years ago
stevehamwu
Emotion-Cause-Analysis-Papers stevehamwu
13
64
unknown
3
Collection of papers on Emotion Cause Analysis
paper-list emotion-cause sentiment-analysis semantic-role-labeling emotion-stimuli-detection emotion-cause-pair-extraction
Created 2018-10-31
12 commits to master branch, last one 3 years ago
yzhangcs
crfsrl yzhangcs
7
61
mit
4
[COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".
treecrf coling2022 span-based semantic-role-labeling
Created 2021-10-14
87 commits to main branch, last one about a year ago
scofield7419
HeSyFu scofield7419
7
13
apache-2.0
2
Code for the ACL2021 paper: Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
nlp syntax syntactic-parsing semantic-role-labeling
Created 2021-09-04
5 commits to master branch, last one about a year ago
scofield7419
TransitionSRL scofield7419
1
3
unknown
2
Code for the AAAI 2021 work End-to-end Semantic Role Labeling with Neural Transition-based Model
nlp semantic-role-labeling
Created 2020-12-08
4 commits to main branch, last one 3 years ago