Search Results for author: Ali Pesaranghader

Found 7 papers, 3 papers with code

GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification

no code implementations3 Apr 2024 Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj

In this paper, we propose GPT-DETOX as a framework for prompt-based in-context learning for text detoxification using GPT-3. 5 Turbo.

In-Context Learning

RECipe: Does a Multi-Modal Recipe Knowledge Graph Fit a Multi-Purpose Recommendation System?

no code implementations8 Aug 2023 Ali Pesaranghader, Touqir Sajed

We initialize the weights of the entities with these embeddings to train our knowledge graph embedding (KGE) model.

Benchmarking Collaborative Filtering +4

Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval

2 code implementations1 Aug 2023 Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner

Experimental results show that Late Fusion contrastive learning for Neural RIR outperforms all other contrastive IR configurations, Neural IR, and sparse retrieval baselines, thus demonstrating the power of exploiting the two-level structure in Neural RIR approaches as well as the importance of preserving the nuance of individual review content via Late Fusion methods.

Contrastive Learning Information Retrieval +2

One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data

no code implementations25 Feb 2018 Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova

Due to recent technical and scientific advances, we have a wealth of information hidden in unstructured text data such as offline/online narratives, research articles, and clinical reports.

Word Sense Disambiguation

McDiarmid Drift Detection Methods for Evolving Data Streams

2 code implementations5 Oct 2017 Ali Pesaranghader, Herna Viktor, Eric Paquet

Accordingly, concept drifts need to be detected, and handled, as soon as possible.

General Classification

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