论文被EMNLP 2021录用,代码新鲜放出,论文在多个英文共指消解数据集上获得了最佳精度,作者强调该论文优势还不在精度,而是速度! 代码地址:https://github.com/vdobrovolskii/wl-coref 论文原文:https://arxiv…
Python Source code for the ACL workshop paper and Kaggle competition by Google AI team kagglebertcoreference-resolutiongender-biasbert-modelacl2019 UpdatedJan 13, 2022 Jupyter Notebook Coreference resolution with different higher-order inference methods; implemented in PyTorch. ...
NeuralCoref is a pipeline extension for spaCy 2.1+ which annotates and resolves coreference clusters using a neural network. NeuralCoref is production-ready, integrated in spaCy's NLP pipeline and extensible to new training datasets. For a brief introduction to coreference resolution and NeuralCoref...
Towards Transparency in Coreference Resolution: A Quantum-Inspired Approach Hadi Wazni, M. Sadrzadeh 2023, CRAC 1 Citations Log in to saveSave Guided by grammatical structure, words compose to form sentences, and guided by discourse structure, sentences compo...
《Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data》阅读笔记,程序员大本营,技术文章内容聚合第一站。
1.What is Coreference Resolution? Coreference Resolution 共指消解,一种语言中的语法现象,表示句子中多个指示(mention)指代同一个世界中...,如图ppt: How to deal with these bad mentions? 可以训练一个分类器对所有的metion直接进行分类 把所有的mention视为“candidate NLP之共指消解总结 于上下文语义中,在不...
However, the more important finding is that the processed data with the application of coreference resolution led to an improvement in performance metrics in the classification tasks. Keywords: fake news identification; text mining; natural language processing; dependency grammar; coreference resolution...
运行python evaluate.py 模型预测 配置config.py 相关参数 运行python predict.py 模型效果 使用预设的配置训练 70000 steps,OntoNotes中文测试集 F1 值约为 0.67,英文测试F1 值为 0.73。由于水平有限,英文数据集上与论文效果差距 0.01。 反馈 如有错误和建议,欢迎指正和说明。 欢迎 star 和 fork 本项目。
Coreference resolution with different higher-order inference methods; implemented in PyTorch. - emorynlp/coref-hoi
✨Fast Coreference Resolution in spaCy with Neural Networks python nlp machine-learning pytorch spacy neural-networks coreference coreference-resolution spacy-pipeline spacy-extension Updated Apr 13, 2023 C dmmiller612 / bert-extractive-summarizer Star 1.4k Code Issues Pull requests Easy to use ...