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Farane Jalali Farahani's Projects

channelnet icon channelnet

Implementation of the paper "Deep Learning-Based Channel Estimation"

co-nnect icon co-nnect

This repository contains our path generation framework Co-NNECT, in which we combine two models for establishing knowledge relations and paths between concepts from sentences, as a form of explicitation of implicit knowledge: COREC-LM (COmmonsense knowledge RElation Classification using Language Models), a relation classification system that we developed for classifying commonsense knowledge relations; and COMET, a target prediction system developed by Bosselut et al., 2019.

coco-ex icon coco-ex

CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.

kbc icon kbc

Tools for state of the art Knowledge Base Completion.

nlp-papers icon nlp-papers

Must-read papers on Natural Language Processing (NLP)

pet icon pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

social-group-identification icon social-group-identification

This repository contains scripts and datasets for identifying social groups in online political discussions. This dataset is based on Reddit Politosphere (V. Hofmann et al., 2022).

synpg icon synpg

Code for our EACL-2021 paper "Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs".

wgan icon wgan

Pytorch implementation of Wasserstein Generative Adversarial Network (WGAN)

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