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earth

Eric

Elite
@zxlzr

NLP

MTM. MTM

143

Deep-Transfer-Learning. Deep Transfer Learning Papers

82

IEDatasets. Information extraction dataset zoo.

43

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

23

papers-on-neural-relation-extraction.

22

Low-resource_KBP. Some papers on low-resource knowledge base population. (mostly from 2018 to 2020)

20

OpenUE. An Open-Source Package for Universal Extraction (UE)

7

Diaformer. Diaformer: Automatic Diagnosis via Symptoms Sequence Generation

7

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

5

text-to-image-papers. text to image papers

3

RetrivalLMPapers. Paper collections of retrieval-based(augmented) language model.

2

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

2

LLM-Zoo. LLM Zoo collects information of various open- and close-sourced LLMs

1

Knowledge-Graph-Tutorials-and-Papers. Insightful Tutorials and Papers about Knowledge Graphs

1

factool. FacTool: Factuality Detection in Generative AI

1

awesome-chinese-ner. 中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型、词向量、实体识别综述等。

1

GenKGC_Papers. A Paper List of Generative Knowledge Graph Construction

1

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

1

KENLU-Papers. An awesome repository for knowledge-enhanced natural language understanding resources, including related papers, codes and datasets.

1

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

1

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

1

OpenBG-IMG. Baselines for CCKS 2022 Task "Link Prediction for Multimodal Product Knowledge Graph"

1

Awesome-LLM-KG. Awesome papers about unifying LLMs and KGs

1

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

1

AACL-IJCNLP2022-KGC-Tutorial. Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction

1

OpenBG500. Dataset of business knowledge graph in OpenBG

1

OpenBG-Align. Baselines for CCKS 2022 Task "Product Knowledge Graph Alignment"

1

Awesome-Knowledge-Graph-Reasoning. AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

1

MKG_Analogy. Python

1

RAP. Code for the paper "Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction"

1

LM-reasoning. This repository contains a collection of papers and resources on Reasoning in Large Language Models.

1

ACL2022_KnowledgeNLP_Tutorial. Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing

1

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

1

awesome-multimodal-knowledge-graph. A curated list of AWESOME papers, datasets and tutorials within Multimodal Knowledge Graph.

1

OpenBG. Datasets for Evaluation on Domain Knowledge Graph

1

LREBench. A Low-resource Relation Extraction BENCHmark (LREBench)

1

Awesome-Chinese-LLM. 整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

1

awesome-molecular-generation. Awesome papers related to generative molecular modeling and design.

1

SENTA. Code and dataset for the paper "Interventional Aspect-Based Sentiment Analysis".

1

awesome-pretrain-on-molecules. A curated list of resources for pre-training on (molecular) graphs.

1

DART. Python

1

Prompt4ReasoningPapers. Must-read papers on prompt for reasoning.

1

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

1