IBM / graph4nlpLinks
Graph4NLP is the library for the easy use of Graph Neural Networks for Natural Language Processing
☆15Updated 4 years ago
Alternatives and similar repositories for graph4nlp
Users that are interested in graph4nlp are comparing it to the libraries listed below
Sorting:
- Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kri…☆61Updated 6 years ago
- Message Passing Attention Networks for Document Understanding☆61Updated 4 years ago
- Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"☆38Updated 5 years ago
- Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)☆94Updated 4 years ago
- Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"☆102Updated last year
- Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks☆55Updated 2 years ago
- The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020☆76Updated 3 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- This repository contains code used in the EMNLP 2019 paper "Learning Dynamic Context Augmentation for Global Entity Linking".☆46Updated 4 years ago
- ☆141Updated 5 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 4 years ago
- This repository provides the implementation for the paper "Combining Fact Extraction and Verification with Neural Semantic Matching Netwo…☆77Updated 3 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- codes accompanying ACL 2019 paper Quantifying the Similarity between Relations with Fact Distributions☆42Updated last year
- ☆102Updated 4 years ago
- Code to train open knowledge graph embeddings and to create a benchmark for open link prediction.☆25Updated last year
- Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"☆94Updated 5 years ago
- Global-to-Local Neural Networks for Document-Level Relation Extraction, EMNLP 2020☆53Updated 4 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆63Updated 3 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆140Updated 4 years ago
- A toolkit for discourse segmentation (EDU segmentation).☆102Updated 2 years ago
- Source Code for paper "NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction", WWW 2020☆47Updated 5 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Updated 4 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 6 years ago
- Code for "Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. (published at AAAI 2020)"☆70Updated 4 years ago
- Pytorch re-implementation of R-BERT model☆66Updated 5 years ago
- this repository contains the source code for the ACL 2019 paper "Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine…☆36Updated 5 years ago
- Denoising methods for distantly-labeled entity typing data☆31Updated 2 years ago
- EMNLP 2019: CaRe: Open Knowledge Graph Embeddings☆39Updated 2 years ago
- unsupervised relation discovery between two entities☆24Updated 6 years ago