IKMLab/course_material

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IKMLab/course_material

IKMLab

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上課教材的大集合！！！

arct2

Code for reproducing experiments in our ACL 2019 paper "Probing Neural Network Comprehension of Natural Language Arguments"

NCKU-AICUP2023-baseline

Jupyter Notebook

sentence_classification_tutorial

Overview of sentence classification on the Toxic Comment Classification Challenge

Jupyter Notebook

Simple-GANs

GANs for generating digital distribution

arct

Code for NLITrans at SemEval18 Task12

skipgram

Skipgram tutorial

Jupyter Notebook

argalign1

Code for the paper "Detecting Argumentative Discourse Acts with Linguistic Alignment", 6th Workshop of Argumentation Mining, ACL 2019.

Jupyter Notebook

Logistic-Regression-Tutorial

The binary logistic model is used to estimate the probability of a binary response based on one or more predictor (or independent) variables (features).

Jupyter Notebook

FDA-python

Jupyter Notebook

UASSU

AACL'2022: Unsupervised Single Document Abstractive Summarization using Semantic Units

SEC

IEEE AIKE'2022: Few-shot Text Classification with Saliency-equivalent Concatenation

Feedforward-Tutorial

Jupyter Notebook

LAD

FDA_regression_svm_nn

regression. SVM. nn

Jupyter Notebook

CFEVER

Website of our AAAI-24 paper "CFEVER: A Chinese Fact Extraction and VERification Dataset".

Data-Mining-Homework

Keras-tutorial

Jupyter Notebook

ds-machine

Linear-Regression-Tutorial

Jupyter Notebook

R-AT

EMNLP 2022: "R-AT: Regularized Adversarial Training for Natural Language Understanding"