GitHub topics: semantic-role-labeling
flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Language: Python - Size: 349 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 14,139 - Forks: 2,111
katha-ai/VELOCITI
VELOCITI Benchmark Evaluation and Visualisation Code
Language: Python - Size: 184 KB - Last synced at: 11 days ago - Pushed at: 19 days ago - Stars: 5 - Forks: 0
bloomberg/emnlp20_depsrl
Research code and scripts used in the paper Semantic Role Labeling as Syntactic Dependency Parsing.
Language: Python - Size: 38.1 KB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3
StarlangSoftware/SemanticRoleLabeling-Cy
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Language: Cython - Size: 53.7 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 1
StarlangSoftware/SemanticRoleLabeling
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Language: Java - Size: 1.35 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
StarlangSoftware/DataGenerator
Classification dataset generator library for high level Nlp tasks
Language: Java - Size: 17.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1
StarlangSoftware/AnnotatedTree
Annotated constituency treebank library
Language: Java - Size: 21.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 2
StarlangSoftware/AnnotatedSentence
Annotated Sentence Processing Library
Language: Java - Size: 9.82 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 3
Riccorl/transformer-srl
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.
Language: Perl - Size: 1.21 MB - Last synced at: 13 days ago - Pushed at: about 3 years ago - Stars: 70 - Forks: 9
smilelight/lightKG
基于Pytorch和torchtext的知识图谱深度学习框架。
Language: Python - Size: 91.8 KB - Last synced at: 16 days ago - Pushed at: almost 5 years ago - Stars: 613 - Forks: 150
scofield7419/HeSyFu
Code for the ACL2021 paper: Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling
Language: Python - Size: 36.1 KB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 7
KomeijiForce/MetaIE
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
Language: Python - Size: 617 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 25 - Forks: 2
jiangnanboy/albert_srl
albert-crf for SRL(Semantic Role Labeling)，中文语义角色标注。
Language: Python - Size: 2.29 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1
StarlangSoftware/AnnotatedSentence-Js
AnnotatedSentence Processing Library
Language: TypeScript - Size: 154 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1
StarlangSoftware/AnnotatedSentence-CS
Annotated Sentence Processing Library
Language: C# - Size: 88.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
StarlangSoftware/SemanticRoleLabeling-Py
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Language: Python - Size: 49.8 KB - Last synced at: 19 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 4
SapienzaNLP/usea
Universal Semantic Annotator (LREC 2022)
Size: 1.13 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 16 - Forks: 1
StarlangSoftware/SemanticRoleLabeling-CPP
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Language: C++ - Size: 14.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2
StarlangSoftware/DataGenerator-CPP
Classification dataset generator library for high level Nlp tasks
Language: C++ - Size: 88.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
StarlangSoftware/AnnotatedTree-CPP
Annotated constituency treebank library
Language: C++ - Size: 65 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
StarlangSoftware/AnnotatedSentence-CPP
Annotated Sentence Processing Library
Language: C++ - Size: 39.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
zzsfornlp/zmsp
The Mingled Structured Predictor
Language: Python - Size: 6.8 MB - Last synced at: 28 days ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 7
FireBrother/Unified-Architecture-for-Semantic-Role-Labeling-and-Relation-Classification
An implementation of the paper A Unified Architecture for Semantic Role Labeling and Relation Classification
Language: Python - Size: 7.03 MB - Last synced at: 14 days ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 4
cdli-gh/Semantic-Role-Labeler
A semantic role labeling system for the Sumerian language. A Google Summer of Code '18 initiative.
Language: HTML - Size: 185 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 3
strubell/preprocess-conll05
Scripts for preprocessing the CoNLL-2005 SRL dataset.
Language: Shell - Size: 21.5 KB - Last synced at: 18 days ago - Pushed at: about 6 years ago - Stars: 23 - Forks: 6
SapienzaNLP/multi-srl
Code and models for the COLING2020 paper "Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach".
Language: Python - Size: 10 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1
SapienzaNLP/united-srl
A unified dataset for span- and dependency-based multilingual and cross-lingual Semantic Role Labeling (EMNLP 2021).
Size: 34.2 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
SapienzaNLP/mosaico
A multilingual open-text semantically annotated interlinked corpus
Language: Python - Size: 332 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 1
plandes/clj-nlp-parse
Natural Language Parsing and Feature Generation
Language: Clojure - Size: 5.84 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 38 - Forks: 2
PyBubbles/LexicoSense
a small desktop application for the lexico-semantic processing of sentences typed on the keyboard or through an interactive interfce.
Language: HTML - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
erickrf/nlpnet
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
Language: Python - Size: 4.28 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 407 - Forks: 104
StarlangSoftware/SemanticRoleLabeling-CS
Semantic Role Labeling Interface and Automatic Annotation Algorithms
Language: C# - Size: 44.9 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
jiangnanboy/easyKG
deep learning of knowledge graph ，知识图谱深度学习相关技术
Language: Python - Size: 6.79 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
jgung/verbnet-parser
VerbNet semantic parser and related utilities
Language: JavaScript - Size: 3.01 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 10
takshakpdesai/bert_srl_src
BERT models for semantic relation classification and semantic role labeling
Language: Perl - Size: 3.1 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 5
AmmarHatiya/Undergraduate-Thesis
A study on Knowledge-based question generation from images. Undergraduate Thesis for 2023-2024.
Language: Python - Size: 36.2 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
UniversalPropositions/universalpropositions.github.io
Webpage for Universal Proposition Banks
Language: HTML - Size: 32.6 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1
sharmamht19/Semantic-Role-Labeling
Developed an SRL system using statistical and neural models to label semantic roles in Hindi sentences. Achieved up to 95.34% accuracy using IndicBERT and BiLSTM. Includes datasets, code, and model files.
Language: PureBasic - Size: 4.67 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
guilhermevarela/deep_srlbr
SRL task using PropBank 1.1
Language: Jupyter Notebook - Size: 4.47 GB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
guilhermevarela/srlbr
Propbank Br 1.1 using classical methods
Language: Perl - Size: 64.8 MB - Last synced at: 12 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0
TitasDas/Tinytots
Emotion recognition and identifying traits in characters through text in fairytales, folklore.
Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
GaryYufei/bestParseSRL
Code for ACL 2019 paper "How to best use Syntax in Semantic Role Labelling"
Language: Python - Size: 27.3 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0
tony-hong/event-embedding-multitask
*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach
Language: Python - Size: 673 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 13
SapienzaNLP/dsrl
Code for "Semantic Role Labeling meets Definition Modeling: using natural language to describe predicate-argument structures"
Language: Perl - Size: 16.5 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1
mbruton0426/GalicianSRL
Collection of scripts used to create SRL datasets for Galician and Spanish using a verbal indexing method, as well as fine-tuned BERT and XLM-R models for SRL on each language
Language: Python - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
JinanZou/Astock
Astock
Language: Jupyter Notebook - Size: 485 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 163 - Forks: 30
XMUNLP/Tagger
Deep Semantic Role Labeling with Self-Attention
Language: Python - Size: 2.93 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 303 - Forks: 86
SapienzaNLP/exploring-srl
Repository for the paper "Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities"
Size: 6.87 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
Anoushka21/Semantic-Role-Labelling-on-Nombank-Dataset
Identification of ARG1 in nominal predicates of Nombank Dataset | NYU CSCI-GA_2590
Language: Jupyter Notebook - Size: 186 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
scofield7419/TransitionSRL
Code for the AAAI 2021 work End-to-end Semantic Role Labeling with Neural Transition-based Model
Language: Python - Size: 37.1 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
Heidelberg-NLP/SRL-S2S
Encoder-Decoder model for Semantic Role Labeling
Language: Python - Size: 39.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 4
samyukthababu/emotion-and-character-arcs
Emotion Arc and Character Arc generation, analysis and comparison in fictional narratives
Language: Jupyter Notebook - Size: 42.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
CogComp/SRL-English
BERT-based nominal Semantic Role Labeling (SRL), both using the Nombank dataset and the Ontonotes dataset.
Language: Python - Size: 1.09 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 12
yzhangcs/crfsrl
[COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".
Language: Python - Size: 90.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 60 - Forks: 7
EdoGiordani99/Semantic-Role-Labeling
For SRL the task is to learn and predict the predicate – arguments structure of a sentence. My solution is a deep learning model which uses contextualized word embeddings and bi-affine attention mechanism.
Language: Python - Size: 538 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Heidelberg-NLP/xsrl_mbert_aligner
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.
Language: Python - Size: 41 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 15 - Forks: 3
melanietosik/srl
Semantic role labeling using linear-chain CRFs
Language: TeX - Size: 305 KB - Last synced at: over 1 year ago - Pushed at: over 9 years ago - Stars: 2 - Forks: 0
sanjaymeena/semantic_role_labeling_deep_learning
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)
Language: Python - Size: 116 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 22 - Forks: 3
CogComp/SRL-Spanish
Semantic Role Labeling (SRL) for Spanish using transformers
Language: Python - Size: 74.2 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 2
SapienzaNLP/gsrl
GSRL is a seq2seq model for end-to-end dependency- and span-based SRL (IJCAI2021).
Language: Python - Size: 193 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 3
UniversalPropositions/PriMeSRL-Eval
A Practical Quality Metric for Semantic Role Labeling Systems Evaluation
Language: Python - Size: 78.1 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 2
SapienzaNLP/unify-srl
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources (NAACL-2021).
Language: Python - Size: 76.2 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 1
SapienzaNLP/srl-pas-probing
Probing for Predicate Argument Structures in Pretrained Language Models (ACL 2022).
Language: Python - Size: 566 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0
utahnlp/structured_tuning_srl
Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling
Language: Python - Size: 802 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 2
TomMoeras/evaluating-large-scale-construction-grammar
This repository is part of a thesis project that involved the evaluation of large-scale, broad-coverage computational construction grammars with respect to their capability to extract semantic roles and frames from raw, unannotated English sentences. The study was performed as part of the SemBrowse (EHAI, 2023) project.
Language: HTML - Size: 240 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
alesspalma/SRL
Semantic Role Labeling project with 88.8% F1-score on English, 77.04% on French and 78.68% on Spanish. The dataset used in this task is the UniteD-SRL dataset. I developed it in Pytorch using Transformers, BiLSTMs and pos embeddings.
Language: Python - Size: 1.49 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
heyjing/SRLScore
An SRL-based approach to factuality estimation for text summarization
Language: Python - Size: 7.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
Stareru/NeighboringDistributionDivergence
Official Implementation of Paper "A Novel Metric for Evaluating Semantics Preservation"
Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
crux82/grut
Grounded language Understanding via Transformers in Human Robot Interaction
Language: Python - Size: 107 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
real-housewives-of-python/srl-challengeset
Semantic Role Labelling for the course Advanced NLP @ Vrije Universiteit Amsterdam 2022-2023
Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
cyclecycle/role-pattern-nlp
Build and match patterns for semantic role labelling / information extraction with SpaCy
Language: Python - Size: 5.16 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2
stevehamwu/Emotion-Cause-Analysis-Papers
Collection of papers on Emotion Cause Analysis
Size: 22.5 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 63 - Forks: 11
chandan047/SRL_RelationExtraction
BERT-based FrameNet-SRL Extraction pipeline
Language: Python - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0
lyutyuh/structured-span-selector
A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semantic role labelling, etc.)
Language: Python - Size: 432 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 1
shuwang127/NLP-Role-Labeler
Semantic Role Labeler in Natural Language Processing
Language: Perl - Size: 29 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0
siantonelli/nlp-homeworks
NLP's homeworks: A solution for the Named Entity Recognition and Sematic Role Labeling tasks
Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
bgunlp/hebrew_srl
Source code and notebooks for Ben Eyal's MSc thesis
Language: Jupyter Notebook - Size: 40.1 MB - Last synced at: 1 day ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0
phueb/DLSRL
Deep Bidirection LSTM for Semantic Role Labeling
Language: Python - Size: 3.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2
stevezheng23/sequence_labeling_tf
Sequence Labeling in Tensorflow
Language: Python - Size: 426 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 18 - Forks: 1
ParvaShah/Template_Extraction_NLP
This project is about Template Extraction from a document using NLP Techniques
Language: Jupyter Notebook - Size: 382 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 3
tchewik/isanlp_srl_framebank Fork of IINemo/isanlp_srl_framebank
SRL parser for Russian based on FrameBank corpus
Language: Jupyter Notebook - Size: 127 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
sanketvmehta/ssl-deep-srl
Code for "Mehta, S. V.*, Lee, J. Y.*, and Carbonell, J. (2018). Towards Semi-Supervised Learning for Deep Semantic Role Labeling. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (pp. 4958-4963).
Language: Python - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1
andreabac3/NLP-Semantic-Role-Labeling
NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch
Language: Python - Size: 4.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1
Frozenmad/AMN_SRL
Code implementation of paper Semantic Role Labeling with Associated Memory Network (NAACL 2019)
Language: Python - Size: 296 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 0
Fantabulous-J/coref-HGAT
Pytorch Implementation of Our NAACL 2021 Paper "Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network"
Language: Python - Size: 50.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2
AlonEirew/wd-plus-srl-extraction
Methods for extracting Within-Document(WD) and Semantic-Role-Labeling(SRL) information from already tokenized corpus
Language: Python - Size: 642 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1
pruizf/pasrl
Proposition Extraction based on Semantic Role Labeling, with an interface to navigate results (LREC 2016)
Language: Python - Size: 26.4 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0
SasCezar/WikiBank
WikiBank is a new partially annotated resource for multilingual frame-semantic parsing task.
Language: Python - Size: 49.7 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
gozdesahin/Subword_Semantic_Role_Labeling
Semantic role labeling with subwords (character, character-ngram and morphology)
Language: Perl - Size: 216 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 0
sanjaymeena/SemanticRoleLabeler
Java version of Semantic Role Labeling.
Language: Jupyter Notebook - Size: 6.82 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1
oroszgy/docker-mateplus Fork of frankier/docker-mateplus
Dockerized SRL packages
Language: Shell - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0
