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MTM

MTM

Deep-Transfer-Learning

Deep Transfer Learning Papers

IEDatasets

Information extraction dataset zoo.

LegalPP

Source code and dataset for the CCKS2021 paper "Text-guided Legal Knowledge Graph Reasoning".

OpenUE

An Open-Source Package for Universal Extraction (UE)

Diaformer

Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

DCL

Code for the CICAI 2021 paper "Disentangled Contrastive Learning for Learning Robust Textual Representations".

DiagnoseAdv

Source code for the IJCKG2021 paper "Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction".

awesome-multimodal-knowledge-graph

A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.

BERT-for-Sequence-Labeling-and-Text-Classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

HVPNeT

Code for the NAACL2022 paper "Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction"

IEDatasetZoo

Information Extraction Dataset Zoo.

Kformer

Code for the paper "Kformer: Knowledge Injection in Transformer Feed-Forward Layers"

KNN-KG

Code for the paper "Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings"

Low-resource-KEPapers

MKGformer

Code for the SIGIR 2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion"

models

Models and examples built with TensorFlow

NLPer-Arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

OntoProtein

Code and datasets for the ICLR2022 paper "OntoProtein: Protein Pretraining With Gene Ontology Embedding"

OpenBG-Align

Baselines for CCKS 2022 Task "Product Knowledge Graph Alignment"

OpenBG-CSK

OpenBG-IMG

Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"

OpenUE-1

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

PromptKGC

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

Reasoning_In_EE

Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

vMF-Loss-Exploring-a-Scatter-Intra-class-Hypersphere-for-Few-shot-Learning