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Gnn4nlp Papers ⭐ 824

A list of recent papers about Graph Neural Network methods applied in NLP areas.

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

Greaselm ⭐ 147

[ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

Knowledge Aware Reader ⭐ 104

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"

Rearev_kgqa ⭐ 9

[EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs

Propagate Selector ⭐ 5

TensorFlow implementation of "Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks," LREC-20

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