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chenmosha's Projects

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

knowledge-enabled-textual-entailment icon knowledge-enabled-textual-entailment

Natural Language Inference is fundamental to many Natural Language Processing applications such as semantic search and question answering. The task of NLI has gained significant attention in the recent times due to the release of fairly large scale, challenging datasets. Present approaches that address NLI are largely focused on learning based on the given text in order to classify whether the given premise entails, contradicts, or is neutral to the given hypothesis. On the other hand, techniques for Inference, as a central topic in artificial intelligence, has had knowledge bases playing an important role, in particular for formal reasoning tasks. While, there are many open knowledge bases that comprise of various types of information, their use for natural language inference has not been well explored. In this work, we present a simple technique that can harnesses knowledge bases, provided in the form of a graph, for natural language inference.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

ltp icon ltp

Language Technology Platform

medicalchatbox icon medicalchatbox

The data and codes for the baseline setting of medical chatbox.

medicalhypernymy icon medicalhypernymy

An Attention-based Bi-GRU-CapsNet Model for Hypernymy Detection between Compound Entities

models icon models

Models and examples built with TensorFlow

ncrfpp icon ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

snorkel icon snorkel

A training data creation and management system focused on information extraction

storygpt icon storygpt

An interactive storybook built with the help of ChatGPT and Stable Diffusion.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

uia-3e icon uia-3e

all the projects from Unity in Action 3rd edition

wtf-solidity icon wtf-solidity

我最近在重新学solidity,巩固一下细节,也写一个“WTF Solidity极简入门”,供小白们使用,每周更新1-3讲。官网: https://wtf.academy

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