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Coreference Resolution, Simplification and Open Relation Extraction Pipeline
Extrapolating knowledge graphs from unstructured text using GPT-3 🕵️♂️
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Source code and datasets for the paper "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification" (IJCAI-19)
Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"
Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"
Book about interpretable machine learning
JSON representation of first-order logic formulas
Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)
KG-BART: Knowledge Graph-Augmented BART for GenerativeCommonsense Reasoning
Multi-Hop Logical Reasoning in Knowledge Graphs
Top-level Conference Publications on Knowledge Graph
东南大学《知识图谱》研究生课程
the solution of all question in leetcode
《统计学习方法》的代码实现
Lime: Explaining the predictions of any machine learning classifier
Must-read Papers on Large Language Model (LLM) Planning.
A library for advanced large language model reasoning
Papers & Works for large languange models (ChatGPT, GPT-3, Codex etc.).
Evaluation on Logical Reasoning and Abstract Reasoning Challenges
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
LogicBench is a natural language question-answering dataset consisting of 25 different reasoning patterns spanning over propositional, first-order, and non-monotonic logics.
a benchmark suite for testing logical reasoning abilities of prompt-based models
Logiqa2.0 dataset - logical reasoning in MRC and NLI tasks
LogiTorch is a PyTorch-based library for logical reasoning on natural language
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.