Gábor Berend
30 papers · 2010–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🏃 Academic Marathon (15) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (31)
🗺️
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
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