Gábor Berend - RankMe

43 papers A* 3A 1B 3Misc 3Journal 10Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	On the Brittleness of LLMs: A Journey around Set Membership. CoRR Lea Hergert, Gábor Berend, Mario Szegedy, György Turán, Márk Jelasity
2025	A*	`conf`	SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning. EMNLP Tamás Ficsor, Gábor Berend
2025	—	`conf`	SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models. COLING Workshops Mihaly Kiss, Gábor Berend
2024	—	`conf`	Adaptive Greedy Layer Pruning: Iterative Layer Pruning with Subsequent Model Repurposing. NLDB (1) Tamás Ficsor, Gábor Berend
2024	J	`jnl`	Improving the Sample Efficiency of Pre-training Language Models. ERCIM News Gábor Berend
2023	J	`jnl`	Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. CoRR Gábor Berend
2023	—	`conf`	Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling. ACL (Findings) Gábor Berend
2023	—	`conf`	SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation. SemEval@ACL Gábor Berend
2022	—	`conf`	Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations. NAACL-HLT Gábor Berend
2022	J	`jnl`	Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning. J. Artif. Intell. Res. 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
2021	—	`conf`	Changing the Basis of Contextual Representations with Explicit Semantics. ACL (student) Tamás Ficsor, Gábor Berend
2021	—	`conf`	SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation. SemEval@ACL/IJCNLP Gábor Berend
2020	J	`jnl`	Efficient algorithm to compute Markov transitional probabilities for a desired PageRank. EPJ Data Sci. Gábor Berend
2020	—	`conf`	Interpreting Word Embeddings Using a Distribution Agnostic Approach Employing Hellinger Distance. TDS Tamás Ficsor, Gábor Berend
2020	A*	`conf`	Massively Multilingual Sparse Word Representations. ICLR Gábor Berend
2020	—	`conf`	Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles. SustaiNLP@EMNLP Norbert Kis-Szabó, Gábor Berend
2020	—	`conf`	Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations. EMNLP (1) Gábor Berend
2020	A*	`conf`	Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base. AAAI Vanda Balogh, Gábor Berend, Dimitrios I. Diochnos, György Turán
2019	B	`conf`	Proactive Minimization of Convolutional Networks. IJCNN Bendegúz Jenei, Gábor Berend, László Varga
2018	—	`conf`	300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes. SemEval@NAACL-HLT Gábor Berend, Márton Makrai, Peter Földiák
2018	J	`jnl`	ℓ Acta Cybern. Gábor Berend
2017	—	`conf`	SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation. SemEval@ACL Gábor Berend
2017	J	`jnl`	Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling. Trans. Assoc. Comput. Linguistics Gábor Berend
2016	J	`jnl`	Exploiting extra-textual and linguistic information in keyphrase extraction. Nat. Lang. Eng. Gábor Berend
2016	J	`jnl`	Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling. CoRR Gábor Berend
2015	—	`conf`	Supervised Prediction of Social Network Links Using Implicit Sources of Information. WWW (Companion Volume) Ervin Tasnádi, Gábor Berend
2015	—	`conf`	USZEGED: Correction Type-sensitive Normalization of English Tweets Using Efficiently Indexed n-gram Statistics. NUT@IJCNLP Gábor Berend, Ervin Tasnádi
2014	—	`—`	Machine Learning-based Extraction of Keyphrases and its Applications in Multiple Domains Gábor Berend
2014	—	`conf`	SZTE-NLP: Aspect level opinion mining exploiting syntactic cues. SemEval@COLING Viktor Hangya, Gábor Berend, István Varga, Richárd Farkas
2013	J	`jnl`	Extracción de palabras clave de documentos individuales para extracción de palabras clave de documentos múltiples. Computación y Sistemas Gábor Berend, Richárd Farkas
2013	B	`conf`	Keyphrase-Driven Document Visualization Tool. IJCNLP Gábor Berend, Richárd Farkas
2013	—	`conf`	LFG-based Features for Noun Number and Article Grammatical Errors. CoNLL Shared Task Gábor Berend, Veronika Vincze, Sina Zarrieß, Richárd Farkas
2013	—	`conf`	SZTE-NLP: Sentiment Detection on Twitter Messages. SemEval@NAACL-HLT Viktor Hangya, Gábor Berend, Richárd Farkas
2012	—	`conf`	How to Evaluate Opinionated Keyphrase Extraction? WASSA@ACL Gábor Berend, Veronika Vincze
2011	—	`conf`	Detecting Noun Compounds and Light Verb Constructions: a Contrastive Study. MWE@ACL Veronika Vincze, István Nagy T., Gábor Berend
2011	—	`conf`	Domain-Dependent Detection of Light Verb Constructions. RANLP Student Research Workshop István Nagy T., Gábor Berend, György Móra, Veronika Vincze
2011	Misc	`conf`	Domain-Dependent Identification of Multiword Expressions. RANLP István Nagy T., Veronika Vincze, Gábor Berend
2011	—	`conf`	Inter-domain Opinion Phrase Extraction Based on Feature Augmentation. RANLP Student Research Workshop Gábor Berend, István Nagy T., György Móra, Veronika Vincze
2011	Misc	`conf`	Multiword Expressions and Named Entities in the Wiki50 Corpus. RANLP Veronika Vincze, István Nagy T., Gábor Berend
2011	Misc	`conf`	Noun Compound and Named Entity Recognition and their Usability in Keyphrase Extraction. RANLP István Nagy T., Gábor Berend, Veronika Vincze
2011	B	`conf`	Opinion Expression Mining by Exploiting Keyphrase Extraction. IJCNLP Gábor Berend
2010	A	`conf`	Automatic free-text-tagging of online news archives. ECAI Richárd Farkas, Gábor Berend, István Hegedüs, András Kárpáti, Balázs Krich
2010	—	`conf`	SZTERGAK : Feature Engineering for Keyphrase Extraction. SemEval@ACL Gábor Berend, Richárd Farkas