← Authors

Gábor Berend

30 papers · 2010–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (15) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (31) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🐺 Lone Wolf (14) 🔬 Deep Specialist (10) 🏆 Keyword Champion (2) ⚡ Prolific Year (5) 🗃️ Keyword Collector (88) 🔥 Unstoppable (6) 💎 Century Club (30)

Conferences

SEMEVAL (7) ACL (5) EMNLP (5) IJCNLP (4) COLING (3) CONLL (3) AAAI (1) ICLR (1) NAACL (1)

Top co-authors

Richárd Farkas (5) Tamás Ficsor (3) Réka Cserháti (2) Norbert Kis-Szabó (2) Zsolt Szántó (2) Viktor Hangya (2) Vanda Balogh (1) Mihaly Kiss (1) Sina Zarrieß (1) Márton Makrai (1)

Keywords

word sense disambiguation (5) word embedding (5) cross-lingual transfer (4) multilingual transformer (3) word-in-context disambiguation (3) representation learning (3) zero-shot learning (3) sparse coding (3) visual word sense disambiguation (2) sparse representation (2) transformer model (2) quasi-symbolic representation (2) semantic category (2) contextual embedding (2) contextual representation (2) sequence labeling (2) masked language modeling (2) interpretable representation (2) semantic equivalence (2) semantic categories (2)

Papers

SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025
SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning EMNLP 2025
Integrating Quasi-symbolic Conceptual Knowledge into Language Model Pre-training CONLL 2024
SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation SEMEVAL 2023
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023
SzegedAI at SemEval-2023 Task 1: Applying Quasi-Symbolic Representations in Visual Word Sense Disambiguation ACL 2023
Better Together: Jointly Using Masked Latent Semantic Modeling and Masked Language Modeling for Sample Efficient Pre-training CONLL 2023
Better Together: Jointly Using Masked Latent Semantic Modeling and Masked Language Modeling for Sample Efficient Pre-training EMNLP 2023
Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations NAACL 2022
Codenames as a Game of Co-occurrence Counting ACL 2022
Changing the Basis of Contextual Representations with Explicit Semantics IJCNLP 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation SEMEVAL 2021
Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021
Changing the Basis of Contextual Representations with Explicit Semantics ACL 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation ACL 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation IJCNLP 2021
ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers COLING 2020
Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations EMNLP 2020
Quasi-Multitask Learning: an Efficient Surrogate for Obtaining Model Ensembles EMNLP 2020
Understanding the Semantic Content of Sparse Word Embeddings Using a Commonsense Knowledge Base AAAI 2020
Massively Multilingual Sparse Word Representations ICLR 2020
ProsperAMnet at the FinSim Task: Detecting hypernyms of financial concepts via measuring the information stored in sparse word representations COLING 2020
300-sparsans at SemEval-2018 Task 9: Hypernymy as interaction of sparse attributes SEMEVAL 2018
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation SEMEVAL 2017
SZTE-NLP: Aspect level opinion mining exploiting syntactic cues SEMEVAL 2014
Keyphrase-Driven Document Visualization Tool IJCNLP 2013
SZTE-NLP: Sentiment Detection on Twitter Messages SEMEVAL 2013
LFG-based Features for Noun Number and Article Grammatical Errors CONLL 2013
Opinion Expression Mining by Exploiting Keyphrase Extraction IJCNLP 2011
SZTERGAK : Feature Engineering for Keyphrase Extraction SEMEVAL 2010