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8 search results found

Flair ⭐ 13,529

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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

Code for the ACL2021 paper: Better Combine Them Together! Integrating Syntactic Constituency and Dependency Representations for Semantic Role Labeling

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.

Clj Nlp Parse ⭐ 26

Natural Language Parsing and Feature Generation

Sequence_labeling_tf ⭐ 17

Sequence Labeling in Tensorflow

Preprocess Conll05 ⭐ 14

Scripts for preprocessing the CoNLL-2005 SRL dataset.

Semantic Role Labeler ⭐ 14

A semantic role labeling system for the Sumerian language. A Google Summer of Code '18 initiative.

TensorFlow implementation of deep learning algorithm for NLP

Unify Srl ⭐ 12

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources (NAACL-2021).

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.)

GSRL is a seq2seq model for end-to-end dependency- and span-based SRL (IJCAI2021).

Deep Bidirection LSTM for Semantic Role Labeling

Nlp Semantic Role Labeling ⭐ 7

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

Verbnet Parser ⭐ 7

VerbNet semantic parser and related utilities

Multi Srl ⭐ 6

Code and models for the COLING2020 paper "Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach".

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