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Hi There 👋 , I'm Mehrdad Farahani

I'm interested in natural language processing and representation learning for conversational AI because I believe AI will inevitably affect all aspects of our lives sooner or later, mainly how we communicate and share knowledge.

My PhD at Chalmers University of Technology began in 2022 under Richard Johansson (CTH) and Gabriel Skantze (KTH) supervision. The purpose of my PhD is to explore whether general representations of spoken conversation can be learned through self-supervised learning.

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Research Interests: Natural Language Processing, Representation Learning

Mehrdad Farahani's Projects

absa-bert-pair icon absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

albert-persian icon albert-persian

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations for the Persian Language

awesome-persian-nlp-ir icon awesome-persian-nlp-ir

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

datasets icon datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

django-json-widget icon django-json-widget

An alternative widget that makes it easy to edit the new Django's field JSONField (PostgreSQL specific model fields)

info icon info

Code for the paper "You Truly Understand What I Need : Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona" which is accepted to EMNLP 2022 (Findings)

mogpt icon mogpt

An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems, NoDaLiDa 2023

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

parrot_paraphraser icon parrot_paraphraser

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

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