Gábor Berend

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Language Modeling

Top Venues

Nat. Lang. Eng.

Publications

Gábor Berend
Improving the Sample Efficiency of Pre-training Language Models. ERCIM News 2024 (136) (2024)
Gábor Berend
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. CoRR (2023)
Gábor Berend
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling. ACL (Findings) (2023)
Gábor Berend
SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation. SemEval@ACL (2023)
Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, Elena Simona Apostol, Ciprian-Octavian Truica, Branislava Sandrih, Sanda Martincic-Ipsic, Gábor Berend, Albert Gatt, Grazina Korvel
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning. J. Artif. Intell. Res. 73 (2022)
Gábor Berend
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. NAACL-HLT (2022)
Tamás Ficsor, Gábor Berend
Changing the Basis of Contextual Representations with Explicit Semantics. ACL (student) (2021)
Gábor Berend
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation. SemEval@ACL/IJCNLP (2021)
Tamás Ficsor, Gábor Berend
Interpreting Word Embeddings Using a Distribution Agnostic Approach Employing Hellinger Distance. TDS (2020)
Gábor Berend
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations. EMNLP (1) (2020)
Gábor Berend
Massively Multilingual Sparse Word Representations. ICLR (2020)
Gábor Berend
Efficient algorithm to compute Markov transitional probabilities for a desired PageRank. EPJ Data Sci. 9 (1) (2020)
Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, György Turán
Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base. AAAI (2020)
Norbert Kis-Szabó, Gábor Berend
Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles. SustaiNLP@EMNLP (2020)
Bendegúz Jenei, Gábor Berend, László Varga
Proactive Minimization of Convolutional Networks. IJCNN (2019)
Gábor Berend, Márton Makrai, Peter Földiák
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes. SemEval@NAACL-HLT (2018)
Gábor Berend
Regularization of Word Embeddings for Multi-Word Expression Identification. Acta Cybern. 23 (3) (2018)
Gábor Berend
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation. SemEval@ACL (2017)
Gábor Berend
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling. Trans. Assoc. Comput. Linguistics 5 (2017)
Gábor Berend
Exploiting extra-textual and linguistic information in keyphrase extraction. Nat. Lang. Eng. 22 (1) (2016)
Gábor Berend
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling. CoRR (2016)
Gábor Berend, Ervin Tasnádi
USZEGED: Correction Type-sensitive Normalization of English Tweets Using Efficiently Indexed n-gram Statistics. NUT@IJCNLP (2015)
Ervin Tasnádi, Gábor Berend
Supervised Prediction of Social Network Links Using Implicit Sources of Information. WWW (Companion Volume) (2015)
Viktor Hangya, Gábor Berend, István Varga, Richárd Farkas
SZTE-NLP: Aspect level opinion mining exploiting syntactic cues. SemEval@COLING (2014)
Gábor Berend, Richárd Farkas
Extracción de palabras clave de documentos individuales para extracción de palabras clave de documentos múltiples. Computación y Sistemas 17 (2) (2013)
Gábor Berend, Richárd Farkas
Keyphrase-Driven Document Visualization Tool. IJCNLP (2013)
Viktor Hangya, Gábor Berend, Richárd Farkas
SZTE-NLP: Sentiment Detection on Twitter Messages. SemEval@NAACL-HLT (2013)
Gábor Berend, Veronika Vincze, Sina Zarrieß, Richárd Farkas
LFG-based Features for Noun Number and Article Grammatical Errors. CoNLL Shared Task (2013)
Gábor Berend, Veronika Vincze
How to Evaluate Opinionated Keyphrase Extraction? WASSA@ACL (2012)
István Nagy T., Gábor Berend, György Móra, Veronika Vincze
Domain-Dependent Detection of Light Verb Constructions. RANLP Student Research Workshop (2011)
István Nagy T., Veronika Vincze, Gábor Berend
Domain-Dependent Identification of Multiword Expressions. RANLP (2011)
Veronika Vincze, István Nagy T., Gábor Berend
Multiword Expressions and Named Entities in the Wiki50 Corpus. RANLP (2011)
Gábor Berend, István Nagy T., György Móra, Veronika Vincze
Inter-domain Opinion Phrase Extraction Based on Feature Augmentation. RANLP Student Research Workshop (2011)
Veronika Vincze, István Nagy T., Gábor Berend
Detecting Noun Compounds and Light Verb Constructions: a Contrastive Study. MWE@ACL (2011)
Gábor Berend
Opinion Expression Mining by Exploiting Keyphrase Extraction. IJCNLP (2011)
István Nagy T., Gábor Berend, Veronika Vincze
Noun Compound and Named Entity Recognition and their Usability in Keyphrase Extraction. RANLP (2011)
Gábor Berend, Richárd Farkas
SZTERGAK : Feature Engineering for Keyphrase Extraction. SemEval@ACL (2010)
Richárd Farkas, Gábor Berend, István Hegedüs, András Kárpáti, Balázs Krich
Automatic free-text-tagging of online news archives. ECAI (2010)