Goran Glavas

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 173

Top Venues

Publications

Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks. CoRR (2024)
Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
Geographic Adaptation of Pretrained Language Models. Trans. Assoc. Comput. Linguistics 12 (2024)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT (2024)
Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation. CoRR (2024)
Indraneil Paul, Jun Luo, Goran Glavas, Iryna Gurevych
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators. CoRR (2024)
Benedikt Ebing, Goran Glavas
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages. NAACL-HLT (2024)
Yongxin Huang, Kexin Wang, Goran Glavas, Iryna Gurevych
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment. CoRR (2024)
Andreea Iana, Goran Glavas, Heiko Paulheim
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. SIGIR (2024)
Lütfi Kerem Senel, Benedikt Ebing, Konul Baghirova, Hinrich Schütze, Goran Glavas
Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages. EACL (1) (2024)
Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. CoRR (2024)
Gregor Geigle, Radu Timofte, Goran Glavas
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? CoRR (2024)
Minh Duc Bui, Fabian David Schmidt, Goran Glavas, Katharina von der Wense
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget. CoRR (2024)
David Dukic, Kiril Gashteovski, Goran Glavas, Jan Snajder
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection. EACL (Findings) (2024)
Gregor Geigle, Radu Timofte, Goran Glavas
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification. CoRR (2024)
Gregor Geigle, Radu Timofte, Goran Glavas
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations. ACL (1) (2024)
Janek Herrlein, Chia-Chien Hung, Goran Glavas
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection. CoRR (2024)
Andreea Iana, Goran Glavas, Heiko Paulheim
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. CoRR (2024)
Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification. EACL (2023)
David Dukic, Kiril Gashteovski, Goran Glavas, Jan Snajder
Leveraging Open Information Extraction for Improving Few-Shot Trigger Detection Domain Transfer. CoRR (2023)
Gretel Liz De la Peña Sarracén, Paolo Rosso, Robert Litschko, Goran Glavas, Simone Paolo Ponzetto
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection. CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. SIGIR (2023)
Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung, Carolin Lawrence, Goran Glavas
Linking Surface Facts to Large-Scale Knowledge Graphs. EMNLP (2023)
Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. EMNLP (2023)
Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. CoRR (2023)
Benedikt Ebing, Goran Glavas
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages. CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. CoRR (2023)
Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. CoRR (2023)
Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung, Carolin Lawrence, Goran Glavas
Linking Surface Facts to Large-Scale Knowledge Graphs. CoRR (2023)
Gregor Geigle, Radu Timofte, Goran Glavas
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations. CoRR (2023)
Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. NoDaLiDa (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer. EMNLP (Findings) (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. ACL (1) (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. EMNLP (Demos) (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. CoRR (2023)
Onur Galoglu, Robert Litschko, Goran Glavas
A General-Purpose Multilingual Document Encoder. CoRR (2023)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers. EACL (Findings) (2023)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL (2023)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR (2023)
Gregor Geigle, Abhay Jain, Radu Timofte, Goran Glavas
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs. CoRR (2023)
Tommaso Green, Simone Paolo Ponzetto, Goran Glavas
Massively Multilingual Lexical Specialization of Multilingual Transformers. ACL (1) (2023)
Gretel Liz De la Peña Sarracén, Paolo Rosso, Robert Litschko, Goran Glavas, Simone Paolo Ponzetto
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection. EMNLP (2023)
Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. CoRR (2023)
Andreea Iana, Goran Glavas, Heiko Paulheim
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer. CoRR (2023)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
On cross-lingual retrieval with multilingual text encoders. Inf. Retr. J. 25 (2) (2022)
Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. NAACL-HLT (2022)
Niklas Friedrich, Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Mathias Niepert, Goran Glavas
AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark. ACL (demo) (2022)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. EMNLP (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING (2022)
Chia-Chien Hung, Tommaso Green, Robert Litschko, Tornike Tsereteli, Sotaro Takeshita, Marco Bombieri, Goran Glavas, Simone Paolo Ponzetto
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System. CoRR (2022)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. EMNLP (2022)
Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. Trans. Assoc. Comput. Linguistics 10 (2022)
Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification. CoRR (2022)
Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT (2022)
Chia-Chien Hung, Anne Lauscher, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog. CoRR (2022)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers. CoRR (2022)
Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
Geographic Adaptation of Pretrained Language Models. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) (2022)
Tommaso Green, Simone Paolo Ponzetto, Goran Glavas
BabelBERT: Massively Multilingual Transformers Meet a Massively Multilingual Lexical Resource. CoRR (2022)
Robert Litschko, Ivan Vulic, Goran Glavas
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR (2022)
Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Mathias Niepert, Goran Glavas
BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation. ACL (1) (2022)
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas
On the Limitations of Sociodemographic Adaptation with Transformers. CoRR (2022)
Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog. ACL (Findings) (2022)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. 74 (2022)
Goran Glavas, Ananya Ganesh, Swapna Somasundaran
Training and Domain Adaptation for Supervised Text Segmentation. BEA@EACL (2021)
Niklas Friedrich, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces. EACL (System Demonstrations) (2021)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
On Cross-Lingual Retrieval with Multilingual Text Encoders. CoRR (2021)
Leon Schüller, Florian Wilhelm, Nico Kreiling, Goran Glavas
Windowing Models for Abstractive Summarization of Long Texts. ECIR (2) (2021)
Tobias Walter, Celina Kirschner, Steffen Eger, Goran Glavas, Anne Lauscher, Simone Paolo Ponzetto
Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases. JCDL (2021)
Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas, Shigeo Morishima
Self-Supervised Learning for Visual Summary Identification in Scientific Publications. BIR@ECIR (2021)
Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog. CoRR (2021)
Anne Lauscher, Tobias Lüken, Goran Glavas
Sustainable Modular Debiasing of Language Models. EMNLP (Findings) (2021)
Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. CoRR (2021)
Niklas Friedrich, Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Mathias Niepert, Goran Glavas
AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark. CoRR (2021)
Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. ACL/IJCNLP (1) (2021)
Anne Lauscher, Tobias Lüken, Goran Glavas
Sustainable Modular Debiasing of Language Models. CoRR (2021)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. CoRR (2021)
Goran Glavas, Ivan Vulic
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. ACL/IJCNLP (Findings) (2021)
Ivan Stajduhar, Teo Manojlovic, Franko Hrzic, Mateja Napravnik, Goran Glavas, Matija Milanic, Sebastian Tschauner, Mihaela Mamula, Damir Miletic
Analysing Large Repositories of Medical Images. BIOMESIP (2021)
Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Goran Glavas, Mathias Niepert
BenchIE: Open Information Extraction Evaluation Based on Facts, Not Tokens. CoRR (2021)
Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) (2021)
Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas, Shigeo Morishima
Visual Summary Identification From Scientific Publications via Self-Supervised Learning. Frontiers Res. Metrics Anal. 6 (2021)
Niklas Friedrich, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces. CoRR (2021)
Federico Nanni, Goran Glavas, Ines Rehbein, Simone Paolo Ponzetto, Heiner Stuckenschmidt
Political Text Scaling Meets Computational Semantics. Trans. Data Sci. 2 (4) (2021)
Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) (2021)
Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. CoRR (2021)
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) (2021)
Goran Glavas, Ivan Vulic
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. EACL (2021)
Tobias Walter, Celina Kirschner, Steffen Eger, Goran Glavas, Anne Lauscher, Simone Paolo Ponzetto
Diachronic Analysis of German Parliamentary Proceedings: Ideological Shifts through the Lens of Political Biases. CoRR (2021)
Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. ECIR (1) (2021)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR (2021)
Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavas
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings. WANLP@COLING (2020)
Goran Glavas, Mladen Karan, Ivan Vulic
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. COLING (2020)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) (2020)
Goran Glavas, Ivan Vulic
Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. ACL (2020)
Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavas
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings. CoRR (2020)
Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers. CoRR (2020)
Ivan Vulic, Anna Korhonen, Goran Glavas
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Goran Glavas