Gábor Berend

Orcid: 0000-0002-3845-4978

According to our database1, Gábor Berend authored at least 38 papers between 2010 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Improving the Sample Efficiency of Pre-training Language Models.
ERCIM News, 2024

Adaptive Greedy Layer Pruning: Iterative Layer Pruning with Subsequent Model Repurposing.
Proceedings of the Natural Language Processing and Information Systems, 2024

2023
SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning.
J. Artif. Intell. Res., 2022

Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Changing the Basis of Contextual Representations with Explicit Semantics.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020
Efficient algorithm to compute Markov transitional probabilities for a desired PageRank.
EPJ Data Sci., 2020

Interpreting Word Embeddings Using a Distribution Agnostic Approach Employing Hellinger Distance.
Proceedings of the Text, Speech, and Dialogue, 2020

Massively Multilingual Sparse Word Representations.
Proceedings of the 8th International Conference on Learning Representations, 2020

Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles.
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Proactive Minimization of Convolutional Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
ℓ<sub>1</sub> Regularization of Word Embeddings for Multi-Word Expression Identification.
Acta Cybern., 2018

300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

2017
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling.
Trans. Assoc. Comput. Linguistics, 2017

SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

2016
Exploiting extra-textual and linguistic information in keyphrase extraction.
Nat. Lang. Eng., 2016

2015
Supervised Prediction of Social Network Links Using Implicit Sources of Information.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

USZEGED: Correction Type-sensitive Normalization of English Tweets Using Efficiently Indexed n-gram Statistics.
Proceedings of the Workshop on Noisy User-generated Text, 2015

2014
Machine Learning-based Extraction of Keyphrases and its Applications in Multiple Domains
PhD thesis, 2014

SZTE-NLP: Aspect level opinion mining exploiting syntactic cues.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

2013
Extracción de palabras clave de documentos individuales para extracción de palabras clave de documentos múltiples.
Computación y Sistemas, 2013

SZTE-NLP: Sentiment Detection on Twitter Messages.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Keyphrase-Driven Document Visualization Tool.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

LFG-based Features for Noun Number and Article Grammatical Errors.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, 2013

2012
How to Evaluate Opinionated Keyphrase Extraction?
Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis, 2012

2011
Multiword Expressions and Named Entities in the Wiki50 Corpus.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Domain-Dependent Identification of Multiword Expressions.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Noun Compound and Named Entity Recognition and their Usability in Keyphrase Extraction.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Domain-Dependent Detection of Light Verb Constructions.
Proceedings of the Student Research Workshop associated with The 8th International Conference on Recent Advances in Natural Language Processing, 2011

Inter-domain Opinion Phrase Extraction Based on Feature Augmentation.
Proceedings of the Student Research Workshop associated with The 8th International Conference on Recent Advances in Natural Language Processing, 2011

Detecting Noun Compounds and Light Verb Constructions: a Contrastive Study.
Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World, 2011

Opinion Expression Mining by Exploiting Keyphrase Extraction.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
SZTERGAK : Feature Engineering for Keyphrase Extraction.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Automatic free-text-tagging of online news archives.
Proceedings of the ECAI 2010, 2010


  Loading...