koc-lab

Research group at Bilkent University focusing on machine learning and signal processing that extend into NLP and graph signal processing (GSP).

Turkey

Pinned Repositories

ContextLegalBias
Official repository for "Measuring and Mitigating Gender Bias in Legal Contextualized Language Models".
Language:Python4 0 00
FrFNet
The repository of the Fractional Fourier Transform Meets Transformer Encoder paper in IEEE Signal Processing Letters
Language:Python10 1 02
FrFTimeSeries
The repository of the paper Fractional Fourier Transform in Time Series submitted to IEEE Signal Processing Letters.
Language:Python3 1 11
gfrft-unified
The codebase for the Graph Fractional Fourier Transform: A Unified Theory.
Language:Jupyter Notebook2 0 71
grte
Graph Receptive Transformer Encoder
Language:Python0 1 10
law-turk
Predicting Decisions of Turkish Higher Courts
Language:Python9 3 03
MTSIT
Codes for: "Multivariate Time Series Imputation with Transformers"
Language:Python23 1 43
TrainableFrFT
Source code for the experiments of Trainable Fractional Fourier Transform paper submitted to IEEE Signal Processing Letters.
Language:Python7 2 32
turkishlegalner
Named Entity Recognition in Turkish Legal Text
Language:Python4 1 01
vispool
Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks (ACL 2024)
Language:Python2 2 00

koc-lab's Repositories

koc-lab/MTSIT
Codes for: "Multivariate Time Series Imputation with Transformers"
Language:Python23 1 43
koc-lab/FrFNet
The repository of the Fractional Fourier Transform Meets Transformer Encoder paper in IEEE Signal Processing Letters
Language:Python10 1 02
koc-lab/law-turk
Predicting Decisions of Turkish Higher Courts
Language:Python9 3 03
koc-lab/TrainableFrFT
Source code for the experiments of Trainable Fractional Fourier Transform paper submitted to IEEE Signal Processing Letters.
Language:Python7 2 32
koc-lab/ContextLegalBias
Official repository for "Measuring and Mitigating Gender Bias in Legal Contextualized Language Models".
Language:Python4 0 00
koc-lab/turkishlegalner
Named Entity Recognition in Turkish Legal Text
Language:Python4 1 01
koc-lab/FrFTimeSeries
The repository of the paper Fractional Fourier Transform in Time Series submitted to IEEE Signal Processing Letters.
Language:Python3 1 11
koc-lab/gfrft-unified
The codebase for the Graph Fractional Fourier Transform: A Unified Theory.
Language:Jupyter Notebook2 0 71
koc-lab/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.
Language:Python2 0 00
koc-lab/vispool
Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks (ACL 2024)
Language:Python2 2 00
koc-lab/EmoVis
The repository of the paper Emotion Classification with Visibility Graphs submitted to IEEE Signal Processing Letters.
Language:Python1 0 0
koc-lab/lex-simple
Repo for the paper Unsupervised Simplification of Legal Texts
Language:Python1 1 01
koc-lab/lsc_w2g
Language:Python1 0 00
koc-lab/text-rgnn
Relational Modeling for Heterogeneous Text Graphs
Language:Python1 0 00
koc-lab/AutoBLC
Official repository for the paper: "Automatic Detection of Basic Level Categories ”, (in progress)
Language:PureBasic0 0 00
koc-lab/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.
0 0 00
koc-lab/grte
Graph Receptive Transformer Encoder
Language:Python0 1 10
koc-lab/Legal-Text-Analytics
A list of selected resources, methods, and tools dedicated to Legal Text Analytics.
0 0 00
koc-lab/mrd2skb
Machine Readable Dictionary to Sememe Knowledge Base
Language:Jupyter Notebook00
koc-lab/turkish-prior-court-case-retrieval
0 0 00
koc-lab/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"."
0 0 00
koc-lab/imparting-interpretability
Imparting Interpretability to Word Embeddings While Preserving Semantic Structure
Language:C0 02
koc-lab/jfrt-optimal
Implementation of Wiener Filtering in Joint Time-Vertex Fractional Fourier Transform Domains Experiments
Language:MATLAB0 0
koc-lab/RadGT
0 0
koc-lab/scGraPhT
Source codes of the paper submitted to IEEE TSIPN
Language:Python0 01
koc-lab/sememesc
Language:Jupyter Notebook
koc-lab/SentenceSplitting
Extension of the SentenceSimplification project
Language:Java0 0
koc-lab/TextING
[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"
Language:Python0 0
koc-lab/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Language:Python0 0
koc-lab/w2gm-zipfian
Zipfian Regularities in “Non-point” Word Representations
Language:Python0 02