Aykut Koç Lab

MTSIT

Codes for: "Multivariate Time Series Imputation with Transformers"

FrFNet

The repository of the Fractional Fourier Transform Meets Transformer Encoder paper in IEEE Signal Processing Letters

law-turk

Predicting Decisions of Turkish Higher Courts

TrainableFrFT

Source code for the experiments of Trainable Fractional Fourier Transform paper submitted to IEEE Signal Processing Letters.

ContextLegalBias

Official repository for "Measuring and Mitigating Gender Bias in Legal Contextualized Language Models".

turkishlegalner

Named Entity Recognition in Turkish Legal Text

FrFTimeSeries

The repository of the paper Fractional Fourier Transform in Time Series submitted to IEEE Signal Processing Letters.

gfrft-unified

The codebase for the Graph Fractional Fourier Transform: A Unified Theory.

legalbias

This repository contains the required codes for reproducing the results in "Gender Bias in Legal Texts and Debiasing It" which is published in Natural Language Engineering journal.

EmoVis

The repository of the paper Emotion Classification with Visibility Graphs submitted to IEEE Signal Processing Letters.

lex-simple

Repo for the paper Unsupervised Simplification of Legal Texts

lsc_w2g

text-rgnn

Relational Modeling for Heterogeneous Text Graphs

AutoBLC

Official repository for the paper: "Automatic Detection of Basic Level Categories ” submitted to ACM Transactions on Intelligent Systems and Technology.

d-w2gm

The d-w2gm models are introduced in our paper "Dynamic Gaussian Word Embeddings". Our codes will be uploaded after our paper has got accepted from the journal.

grte

Graph Receptive Transformer Encoder

Legal-Text-Analytics

A list of selected resources, methods, and tools dedicated to Legal Text Analytics.

mrd2skb

Machine Readable Dictionary to Sememe Knowledge Base

turkish-prior-court-case-retrieval

vispool

Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks

yargitay_retrieval_dataset

In this repo, we provide information for the legal cases included in the "retrieval dataset" of the paper "Prior Case Retrieval for the Court of Cassation of Turkey"."

imparting-interpretability

Imparting Interpretability to Word Embeddings While Preserving Semantic Structure

jfrt-optimal

Implementation of Wiener Filtering in Joint Time-Vertex Fractional Fourier Transform Domains Experiments

RadGT

sememesc

TextING

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

transformers

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

w2gm-zipfian

Zipfian Regularities in “Non-point” Word Representations