semantic-role-labeling topic

List semantic-role-labeling repositories

clj-nlp-parse

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Natural Language Parsing and Feature Generation

flair

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

Tagger

305
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Deep Semantic Role Labeling with Self-Attention

nlpnet

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

lightKG

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基于Pytorch和torchtext的知识图谱深度学习框架。

transformer-srl

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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.

structured-span-selector

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

gsrl

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