havelhakimi

TLA

Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

LLM-FusionClassifier

Fine-grained Emotion Classification (FEC) using structured feature fusion from LLaMA-2-7B-Chat, BERT-large, and RoBERTa-large.

HyILR

Code for the paper "HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification" acepted in ACL Student Research Workshop 2025

HTLA-n

Code for the paper "Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification" acepted in DSAA 2024

HyCoEM

Code for the paper "Semantic alignment in hyperbolic space for fine-grained emotion classification" acepted in ACL Student Research Workshop 2025

LHA-HTC

Code for the paper "Label hierarchy alignment for improved hierarchical text classification" acepted in 2023 IEEE Bigdata

DryBeans

Understand and Run Naive Bayes Algorithm on Dry Beans dataset

IterMiunet

Checkpoints to reproduce results for the paper "IterMiUnet: A lightweight architecture for automatic blood vessel segmentation" accepted in Multimedia Tools and Applications 2023

Bitcoinheistransomware

Decision Trees, Ensembling, Adaboost and Random Forest on Bitcoin Heist Ransomware Address Dataset

gene-expression

Agglomerative based clustering on gene expression dataset

seeds

Prototype based clustering on seeds dataset

BankMarketing

Perform anomaly detection on Bank Marketing dataset

Locbasedrecc_yelp

HPT

This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification" in EMNLP 2022.

transformers

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

havelhakimi.github.io