Georgios Balikas

According to our database, Georgios Balikas authored at least 28 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification.

Georgios Balikas

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Comparative Analysis of Open Source and Commercial Embedding Models for Question Answering.

Georgios Balikas

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021

Bilingual Topic Models for Comparable Corpora.

Georgios Balikas, Massih-Reza Amini, Marianne Clausel

CoRR, 2021

2020

Query Understanding for Natural Language Enterprise Search.

Francisco Borges, Georgios Balikas, Marc Brette, Guillaume Kempf, Arvind Srikantan, Matthieu Landos, Darya Brazouskaya, Qianqian Shi

CoRR, 2020

2019

Wasserstein distances for evaluating cross-lingual embeddings.

Georgios Balikas, Ioannis Partalas

CoRR, 2019

Learning Lexical-Semantic Relations Using Intuitive Cognitive Links.

Georgios Balikas, Gaël Dias, Rumen Moraliyski, Houssam Akhmouch, Massih-Reza Amini

Proceedings of the Advances in Information Retrieval, 2019

2018

Lexical Bias In Essay Level Prediction.

Georgios Balikas

CoRR, 2018

Concurrent Learning of Semantic Relations.

Georgios Balikas, Gaël Dias, Rumen Moraliyski, Massih-Reza Amini

CoRR, 2018

On the Effectiveness of Feature Set Augmentation Using Clusters of Word Embeddings.

Georgios Balikas, Ioannis Partalas

Proceedings of the 3rd Swiss Text Analytics Conference, SwissText 2018, Winterthur, 2018

Multi-task Learning for Semantic Relations Discovery.

Georgios Balikas, Gaël Dias, Massih-Reza Amini

Proceedings of the EKAW 2018 Posters and Demonstrations Session co-located with 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018

Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance.

Georgios Balikas, Charlotte Laclau, Ievgen Redko, Massih-Reza Amini

Proceedings of the Advances in Information Retrieval, 2018

2017

Mining and Learning from Multilingual Text Collections using Topic Models and Word Embeddings. (Explorer et Apprendre à partir de collections de textes multilingues à l'aide des modèles probabilistes latents et des réseaux profonds ).

Georgios Balikas

PhD thesis, 2017

CAp 2017 challenge: Twitter Named Entity Recognition.

Cédric Lopez, Ioannis Partalas, Georgios Balikas, Nadia Derbas, Amélie Martin, Coralie Reutenauer, Frédérique Segond, Massih-Reza Amini

CoRR, 2017

On the effectiveness of feature set augmentation using clusters of word embeddings.

Georgios Balikas, Ioannis Partalas, Massih-Reza Amini

CoRR, 2017

Multitask Learning for Fine-Grained Twitter Sentiment Analysis.

Georgios Balikas, Simon Moura, Massih-Reza Amini

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

TwiSe at SemEval-2017 Task 4: Five-point Twitter Sentiment Classification and Quantification.

Georgios Balikas

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Topical Coherence in LDA-based Models through Induced Segmentation.

Hesam Amoualian, Wei Lu, Éric Gaussier, Georgios Balikas, Massih-Reza Amini, Marianne Clausel

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

e-Commerce product classification: our participation at cDiscount 2015 challenge.

Ioannis Partalas, Georgios Balikas

CoRR, 2016

An empirical study on large scale text classification with skip-gram embeddings.

Georgios Balikas, Massih-Reza Amini

CoRR, 2016

On a Topic Model for Sentences.

Georgios Balikas, Massih-Reza Amini, Marianne Clausel

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification.

Georgios Balikas, Massih-Reza Amini

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Multi-label, Multi-class Classification Using Polylingual Embeddings.

Georgios Balikas, Massih-Reza Amini

Proceedings of the Advances in Information Retrieval, 2016

Modeling topic dependencies in semantically coherent text spans with copulas.

Georgios Balikas, Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini

Proceedings of the COLING 2016, 2016

2015

An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.

George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras

BMC Bioinform., 2015

Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data.

Georgios Balikas, Ioannis Partalas, Éric Gaussier, Rohit Babbar, Massih-Reza Amini

Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.

Georgios Balikas, Anastasia Krithara, Ioannis Partalas, George Paliouras

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Results of the BioASQ Tasks of the Question Answering Lab at CLEF 2015.

Georgios Balikas, Aris Kosmopoulos, Anastasia Krithara, Georgios Paliouras, Ioannis A. Kakadiaris

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Results of the BioASQ Track of the Question Answering Lab at CLEF 2014.

Georgios Balikas, Ioannis Partalas, Axel-Cyrille Ngonga Ngomo, Anastasia Krithara, Georgios Paliouras

Proceedings of the Working Notes for CLEF 2014 Conference, 2014