YipingNUS

OptimSeed

OptimSeed - Seed Word Selection for Weakly-Supervised Text Classification [NAACL SRW 2021]

DefMiner

Mining Scientific Terms and their Definitions: A Study of the ACL Anthology (EMNLP 2013). [code+data]

scratchplot-story-generation

Plot Writing From Pre-Trained Language Models (INLG 2022) [code+data]

contextual-eval-dataset

Evaluation Dataset for "Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia" (TextGraphs-15 Workshop@NAACL 2021)

slogan-generation-dataset

Slogan Generation Evaluation Datasets in Jin et al. "Toward Improving Coherence and Diversity of Slogan Generation". Natural Language Engineering, Cambridge University Press (In press).

dont-stop-pretraining

Implementing of the paper "Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks" (ACL 2020) in Huggingface library.

huggingface-learning-notes

Explore HuggingFace library and try out language generation with various transformers.

machine-learning-labs

Lab Questions for 2301793-2019 class at Chulalongkorn University (Special Topics in CS - Modern Machine Learning)

nle-supplementary-dataset

The evaluation datasets used in: Yiping Jin, Dittaya Wanvarie, Phu T. V. Le, Learning from Noisy Out-of-Domain Corpus Using Dataless Classification. Natural Language Engineering (2020)

RNNLG

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

gpt-hate-check

GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? (LREC-COLING2024 code+data)

bayesian-error-estimation

criticalAI

dissertation

[M.S. Dissertation] Lightly-Supervised Learning Methods for One-Class Text Classification

docker

fastai-playground

Experiments using Fastai and Pytorch library. Learning the core concepts and having some fun at the mean time.

figure8-contextual-dataset

Fortify

Learning notes for https://www.joinfortify.com/

fuzzywuzzy

Fuzzy String Matching in Python

indaba-2018

Practical Notebooks for the Deep Learning Indaba 2018

LOTClass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

mltrain-nips-2017

This repository contains all the material for the MLTrain NIPS workshop

naacl-2021-fudge-controlled-generation

nyt-dataset

product-nets

pytorch-nlp-tutorial

Play with the official tutorial and solve the questions

Tensorflow-Dataset-Tutorial

Notebook for my medium article about how to use Dataset API in TensorFlow

WeSTClass

The source code used for Weakly-Supervised Neural Text Classification, published in CIKM 2018.

XClass

YipingNUS.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes