Popular GitHub Repositories for Semantic Role Labeling

基于Pytorch和torchtext的知识图谱深度学习框架。

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

Collection of papers on Emotion Cause Analysis

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.

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

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)

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

Implementation of our ACL 2020 paper: Structured Tuning for Semantic Role Labeling

Universal Semantic Annotator (LREC 2022)

小时候练手的nlp项目

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

Semantic role labeling with subwords (character, character-ngram and morphology)

Build and match patterns for semantic role labelling / information extraction with SpaCy

deep learning of knowledge graph ，知识图谱深度学习相关技术

WikiBank is a new partially annotated resource for multilingual frame-semantic parsing task.

Classification dataset generator library for high level Nlp tasks

Emotion recognition and identifying traits in characters through text in fairytales, folklore.