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@IKMLab

Intelligent Knowledge Management Laboratory

Our work ranges from Natural Language Processing, Text Mining to Machine Learning

This is IKMLab, a NLP reseach team led by Prof. Hung-Yu Kao.

Publications

Conference Title Links
ACL'19 Probing Neural Network Understanding of Natural Language Arguments Paper Code
PAN @ CLEF 2020 Shared Tasks Profiling Spreaders of Disinformation on Twitter Paper Code
ACML'20 PSForest: Improving Deep Forest via Feature Pooling and Error Screening Paper Code
IEEE AIKE'20 Knowledge Distillation on Extractive Summarization Paper Code
ACL'21 Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering Paper Code
IEEE AIKE'22 Few-shot Text Classification with Saliency-equivalent Concatenation Paper Code
AACL'22 Unsupervised Single Document Abstractive Summarization using Semantic Units Paper Code
EMNLP'22 R-AT: Regularized Adversarial Training for Natural Language Understanding Paper Code
IEEE Access'23 LiDA: Language-independent Data Augmentation for Text Classification Paper Code

Popular repositories Loading

  1. course_material course_material Public

    上課教材的大集合!!!

    Jupyter Notebook 77 38

  2. NTHU_Natural_Language_Processing NTHU_Natural_Language_Processing Public

    Jupyter Notebook 60 14

  3. arct2 arct2 Public

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

    Python 53 13

  4. NCKU-AICUP2023-baseline NCKU-AICUP2023-baseline Public

    Code for the AICUP2023 competition "Meet the truth: Fact Extraction and Verification for Disinformation".

    Jupyter Notebook 21 8

  5. sentence_classification_tutorial sentence_classification_tutorial Public

    Overview of sentence classification on the Toxic Comment Classification Challenge

    Jupyter Notebook 15

  6. Simple-GANs Simple-GANs Public

    GANs for generating digital distribution

    Python 12 2

Repositories

Showing 10 of 62 repositories
  • IKMLab/NTHU_Natural_Language_Processing’s past year of commit activity
    Jupyter Notebook 60 14 0 0 Updated Dec 19, 2024
  • IKMLab/length-generalization-with-icl’s past year of commit activity
    1 Apache-2.0 0 0 0 Updated Dec 18, 2024
  • AI_intro Public

    Code for the AI Introductory Course of NTHU

    IKMLab/AI_intro’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Nov 30, 2024
  • course_material Public

    上課教材的大集合!!!

    IKMLab/course_material’s past year of commit activity
    Jupyter Notebook 77 38 0 10 Updated Nov 30, 2024
  • IKMLab/IKMLab.github.io’s past year of commit activity
    JavaScript 2 MIT 12 2 19 Updated Nov 20, 2024
  • .github Public
    IKMLab/.github’s past year of commit activity
    0 0 0 0 Updated Oct 23, 2024
  • lm_diag Public

    Diagnostics for Transformer based language models

    IKMLab/lm_diag’s past year of commit activity
    Jupyter Notebook 0 0 0 3 Updated Jul 25, 2024
  • CFEVER-data Public

    AAAI-24 CFEVER: A Chinese Fact Extraction and VERification Dataset

    IKMLab/CFEVER-data’s past year of commit activity
    4 Apache-2.0 1 0 0 Updated Jun 18, 2024
  • CFEVER Public

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

    IKMLab/CFEVER’s past year of commit activity
    JavaScript 1 0 0 0 Updated May 25, 2024
  • CFEVER-baselines Public

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

    IKMLab/CFEVER-baselines’s past year of commit activity
    Python 1 Apache-2.0 0 1 0 Updated Apr 20, 2024