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Goran Glavas
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- affiliation: University of Mannheim, Data and Web Science Group, Germany
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2020 – today
- 2024
- [j13]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. Trans. Assoc. Comput. Linguistics 12: 411-431 (2024) - [c109]Gregor Geigle, Radu Timofte, Goran Glavas:
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations. ACL (1) 2024: 5064-5084 - [c108]David Dukic, Kiril Gashteovski, Goran Glavas, Jan Snajder:
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection. EACL (Findings) 2024: 1197-1213 - [c107]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: 1672-1688 - [c106]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: 5325-5344 - [c105]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT 2024: 8195-8211 - [c104]Andreea Iana
, Goran Glavas
, Heiko Paulheim
:
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. SIGIR 2024: 553-563 - [i68]Indraneil Paul, Jun Luo, Goran Glavas, Iryna Gurevych:
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators. CoRR abs/2403.03894 (2024) - [i67]Andreea Iana, Goran Glavas, Heiko Paulheim:
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation. CoRR abs/2403.17876 (2024) - [i66]Minh Duc Bui, Fabian David Schmidt, Goran Glavas, Katharina von der Wense:
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget. CoRR abs/2404.19319 (2024) - [i65]Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim:
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation. CoRR abs/2406.12634 (2024) - [i64]Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas:
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. CoRR abs/2406.12739 (2024) - [i63]Gregor Geigle, Radu Timofte, Goran Glavas:
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? CoRR abs/2406.14492 (2024) - [i62]Gregor Geigle, Radu Timofte, Goran Glavas:
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification. CoRR abs/2406.14496 (2024) - [i61]Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa:
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks. CoRR abs/2407.02310 (2024) - [i60]Janek Herrlein, Chia-Chien Hung, Goran Glavas:
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection. CoRR abs/2407.13702 (2024) - [i59]Yongxin Huang, Kexin Wang, Goran Glavas, Iryna Gurevych:
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment. CoRR abs/2407.14878 (2024) - 2023
- [c103]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. ACL (1) 2023: 5712-5730 - [c102]Tommaso Green, Simone Paolo Ponzetto
, Goran Glavas:
Massively Multilingual Lexical Specialization of Multilingual Transformers. ACL (1) 2023: 7700-7715 - [c101]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: 1520-1535 - [c100]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: 1838-1849 - [c99]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL 2023: 2081-2097 - [c98]Andreea Iana
, Goran Glavas, Heiko Paulheim:
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. EMNLP (Demos) 2023: 296-310 - [c97]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: 3420-3434 - [c96]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: 4069-4085 - [c95]Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung, Carolin Lawrence, Goran Glavas:
Linking Surface Facts to Large-Scale Knowledge Graphs. EMNLP 2023: 7189-7207 - [c94]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: 12186-12193 - [c93]Vésteinn Snæbjarnarson, Annika Simonsen, Goran Glavas, Ivan Vulic:
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. NoDaLiDa 2023: 728-737 - [c92]Andreea Iana
, Goran Glavas
, Heiko Paulheim
:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. SIGIR 2023: 2384-2388 - [i58]Andreea Iana, Goran Glavas, Heiko Paulheim:
Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives. CoRR abs/2304.03112 (2023) - [i57]Vésteinn Snæbjarnarson, Annika Simonsen
, Goran Glavas, Ivan Vulic:
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese. CoRR abs/2304.08823 (2023) - [i56]Onur Galoglu, Robert Litschko, Goran Glavas:
A General-Purpose Multilingual Document Encoder. CoRR abs/2305.07016 (2023) - [i55]David Dukic, Kiril Gashteovski, Goran Glavas, Jan Snajder:
Leveraging Open Information Extraction for Improving Few-Shot Trigger Detection Domain Transfer. CoRR abs/2305.14163 (2023) - [i54]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. CoRR abs/2305.16834 (2023) - [i53]Gregor Geigle, Radu Timofte, Goran Glavas:
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations. CoRR abs/2306.08658 (2023) - [i52]Gregor Geigle, Abhay Jain, Radu Timofte, Goran Glavas:
mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs. CoRR abs/2307.06930 (2023) - [i51]Andreea Iana, Goran Glavas, Heiko Paulheim:
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation. CoRR abs/2307.16089 (2023) - [i50]Andreea Iana, Goran Glavas, Heiko Paulheim:
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation. CoRR abs/2310.01146 (2023) - [i49]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer. CoRR abs/2310.10532 (2023) - [i48]Gorjan Radevski, Kiril Gashteovski, Chia-Chien Hung, Carolin Lawrence, Goran Glavas:
Linking Surface Facts to Large-Scale Knowledge Graphs. CoRR abs/2310.14909 (2023) - [i47]Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych:
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. CoRR abs/2311.00408 (2023) - [i46]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 abs/2311.02025 (2023) - [i45]Benedikt Ebing, Goran Glavas:
To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages. CoRR abs/2311.09404 (2023) - [i44]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR abs/2311.09502 (2023) - [i43]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 abs/2312.13772 (2023) - 2022
- [j12]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto
, Goran Glavas:
On cross-lingual retrieval with multilingual text encoders. Inf. Retr. J. 25(2): 149-183 (2022) - [j11]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: 1351-1402 (2022) - [j10]Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas:
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. Trans. Assoc. Comput. Linguistics 10: 1392-1422 (2022) - [c91]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: 44-60 - [c90]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic:
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) 2022: 44-50 - [c89]Chia-Chien Hung, Anne Lauscher
, Simone Paolo Ponzetto
, Goran Glavas:
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog. ACL (Findings) 2022: 891-904 - [c88]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: 4472-4490 - [c87]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING 2022: 1071-1082 - [c86]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: 10725-10742 - [c85]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. EMNLP 2022: 10775-10785 - [c84]Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT 2022: 1791-1799 - [c83]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: 3687-3703 - [i42]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. CoRR abs/2203.08565 (2022) - [i41]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR abs/2204.02292 (2022) - [i40]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR abs/2205.00267 (2022) - [i39]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 abs/2205.10400 (2022) - [i38]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 abs/2205.14981 (2022) - [i37]Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavas:
On the Limitations of Sociodemographic Adaptation with Transformers. CoRR abs/2208.01029 (2022) - [i36]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 abs/2210.06440 (2022) - [i35]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 abs/2210.07362 (2022) - 2021
- [j9]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: 719004 (2021) - [j8]Federico Nanni
, Goran Glavas
, Ines Rehbein
, Simone Paolo Ponzetto
, Heiner Stuckenschmidt
:
Political Text Scaling Meets Computational Semantics. Trans. Data Sci. 2(4): 29:1-29:27 (2021) - [c82]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: 1941-1955 - [c81]Goran Glavas, Ivan Vulic:
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. ACL/IJCNLP (Findings) 2021: 4878-4888 - [c80]Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283 - [c79]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) 2021: 6952-6969 - [c78]Goran Glavas, Ananya Ganesh, Swapna Somasundaran:
Training and Domain Adaptation for Supervised Text Segmentation. BEA@EACL 2021: 110-116 - [c77]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: 179-193 - [c76]Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas, Shigeo Morishima:
Self-Supervised Learning for Visual Summary Identification in Scientific Publications. BIR@ECIR 2021: 5-19 - [c75]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: 91-98 - [c74]Goran Glavas, Ivan Vulic:
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. EACL 2021: 3090-3104 - [c73]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto
, Goran Glavas:
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. ECIR (1) 2021: 342-358 - [c72]Leon Schüller, Florian Wilhelm, Nico Kreiling, Goran Glavas:
Windowing Models for Abstractive Summarization of Long Texts. ECIR (2) 2021: 384-392 - [c71]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: 4762-4781 - [c70]Anne Lauscher
, Tobias Lüken, Goran Glavas:
Sustainable Modular Debiasing of Language Models. EMNLP (Findings) 2021: 4782-4797 - [c69]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: 51-60 - [i34]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas:
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval. CoRR abs/2101.08370 (2021) - [i33]Niklas Friedrich, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas:
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces. CoRR abs/2103.06598 (2021) - [i32]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic:
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR abs/2104.08570 (2021) - [i31]Soumya Barikeri, Anne Lauscher, Ivan Vulic, Goran Glavas:
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models. CoRR abs/2106.03521 (2021) - [i30]Anne Lauscher, Henning Wachsmuth, Iryna Gurevych, Goran Glavas:
Scientia Potentia Est - On the Role of Knowledge in Computational Argumentation. CoRR abs/2107.00281 (2021) - [i29]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 abs/2108.06295 (2021) - [i28]Anne Lauscher, Tobias Lüken, Goran Glavas:
Sustainable Modular Debiasing of Language Models. CoRR abs/2109.03646 (2021) - [i27]Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence, Goran Glavas, Mathias Niepert:
BenchIE: Open Information Extraction Evaluation Based on Facts, Not Tokens. CoRR abs/2109.06850 (2021) - [i26]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 abs/2109.07464 (2021) - [i25]Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas:
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog. CoRR abs/2110.08395 (2021) - [i24]Robert Litschko, Ivan Vulic, Simone Paolo Ponzetto, Goran Glavas:
On Cross-Lingual Retrieval with Multilingual Text Encoders. CoRR abs/2112.11031 (2021) - 2020
- [c68]Goran Glavas, Swapna Somasundaran:
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation. AAAI 2020: 7797-7804 - [c67]Anne Lauscher, Goran Glavas, Simone Paolo Ponzetto
, Ivan Vulic:
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. AAAI 2020: 8131-8138 - [c66]Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger:
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation. ACL 2020: 1656-1671 - [c65]Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas:
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. ACL 2020: 6915-6922 - [c64]Goran Glavas, Ivan Vulic:
Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. ACL 2020: 7548-7555 - [c63]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING 2020: 1371-1383 - [c62]Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas:
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. COLING 2020: 3886-3898 - [c61]Goran Glavas, Mladen Karan, Ivan Vulic:
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. COLING 2020: 6350-6365 - [c60]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) 2020: 2362-2376 - [c59]Anne Lauscher, Vinit Ravishankar, Ivan Vulic, Goran Glavas:
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers. EMNLP (1) 2020: 4483-4499 - [c58]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) 2020: 7222-7240 - [c57]Ivan Vulic, Anna Korhonen, Goran Glavas:
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL 2020: 45-54 - [c56]Goran Glavas, Ivan Vulic, Anna Korhonen, Simone Paolo Ponzetto:
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. SemEval@COLING 2020: 24-35 - [c55]Ralph Peeters, Christian Bizer, Goran Glavas:
Intermediate Training of BERT for Product Matching. DI2KG@VLDB 2020 - [c54]Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavas:
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings. WANLP@COLING 2020: 192-199 - [e6]Nafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavas, Shafiq R. Joty, Alex Wang, Thomas Wolf:
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, SustaiNLP@EMNLP 2020, Online, November 20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-77-4 [contents] - [i23]Goran Glavas, Swapna Somasundaran:
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation. CoRR abs/2001.00891 (2020) - [i22]Leon Schüller, Florian Wilhelm, Nico Kreiling, Goran Glavas:
Windowing Models for Abstractive Summarization of Long Texts. CoRR abs/2004.03324 (2020) - [i21]Robert Litschko, Ivan Vulic, Zeljko Agic, Goran Glavas:
Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers. CoRR abs/2004.07642 (2020) - [i20]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR abs/2005.00333 (2020) - [i19]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 abs/2005.00633 (2020) - [i18]Wei Zhao, Goran Glavas, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger:
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation. CoRR abs/2005.01196 (2020) - [i17]Anne Lauscher, Olga Majewska, Leonardo F. R. Ribeiro, Iryna Gurevych, Nikolai Rozanov
, Goran Glavas:
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers. CoRR abs/2005.11787 (2020) - [i16]Goran Glavas, Ivan Vulic:
Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation. CoRR abs/2008.06788 (2020) - [i15]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. CoRR abs/2010.05731 (2020) - [i14]Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavas:
AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings. CoRR abs/2011.01575 (2020) - [i13]Marko Vidoni, Ivan Vulic, Goran Glavas:
Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer. CoRR abs/2012.06460 (2020) - [i12]Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavas, Shigeo Morishima:
Self-Supervised Learning for Visual Summary Identification in Scientific Publications. CoRR abs/2012.11213 (2020) - [i11]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. CoRR abs/2012.15421 (2020)
2010 – 2019
- 2019
- [c53]Goran Glavas, Federico Nanni, Simone Paolo Ponzetto
:
Computational Analysis of Political Texts: Bridging Research Efforts Across Communities. ACL (4) 2019: 18-23 - [c52]Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic:
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. ACL (1) 2019: 710-721 - [c51]Goran Glavas, Ivan Vulic:
Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment. ACL (1) 2019: 4824-4830 - [c50]Ivan Vulic, Simone Paolo Ponzetto
, Goran Glavas:
Multilingual and Cross-Lingual Graded Lexical Entailment. ACL (1) 2019: 4963-4974 - [c49]Bilal Ghanem, Goran Glavas, Anastasia Giachanou, Simone Paolo Ponzetto, Paolo Rosso, Francisco M. Rangel Pardo:
UPV-UMA at CheckThat! Lab: Verifying Arabic Claims using a Cross Lingual Approach. CLEF (Working Notes) 2019 - [c48]Goran Glavas, Ivan Vulic:
Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model. ECIR (1) 2019: 523-538 - [c47]Goran Glavas, Edoardo Maria Ponti, Ivan Vulic:
Semantic Specialization of Distributional Word Vectors. EMNLP/IJCNLP (2) 2019 - [c46]Fabian David Schmidt, Markus Dietsche, Simone Paolo Ponzetto
, Goran Glavas:
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval. EMNLP/IJCNLP (3) 2019: 199-204 - [c45]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) 2019: 2206-2217 - [c44]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) 2019: 4406-4417 - [c43]Taha Tobaili, Miriam Fernández, Harith Alani, Sanaa Sharafeddine
, Hazem M. Hajj, Goran Glavas:
SenZi: A Sentiment Analysis Lexicon for the Latinised Arabic (Arabizi). RANLP 2019: 1203-1211 - [c42]Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic:
Specializing Distributional Vectors of All Words for Lexical Entailment. RepL4NLP@ACL 2019: 72-83 - [c41]Robert Litschko, Goran Glavas, Ivan Vulic, Laura Dietz:
Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval. SIGIR 2019: 1109-1112 - [c40]Anne Lauscher
, Goran Glavas:
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. *SEM@NAACL-HLT 2019: 85-91 - [e5]Dmitry Ustalov, Swapna Somasundaran, Peter Jansen, Goran Glavas, Martin Riedl, Mihai Surdeanu, Michalis Vazirgiannis:
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, TextGraphs@EMNLP 2019, Hong Kong, November 4, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-86-4 [contents] - [i10]Goran Glavas, Robert Litschko, Sebastian Ruder, Ivan Vulic:
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions. CoRR abs/1902.00508 (2019) - [i9]Federico Nanni, Goran Glavas, Simone Paolo Ponzetto, Heiner Stuckenschmidt:
Political Text Scaling Meets Computational Semantics. CoRR abs/1904.06217 (2019) - [i8]Anne Lauscher, Goran Glavas:
Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. CoRR abs/1904.11783 (2019) - [i7]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR abs/1909.01638 (2019) - [i6]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR abs/1909.02339 (2019) - [i5]Anne Lauscher, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic:
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. CoRR abs/1909.06092 (2019) - 2018
- [j7]Goran Glavas, Marc Franco-Salvador, Simone Paolo Ponzetto
, Paolo Rosso:
A resource-light method for cross-lingual semantic textual similarity. Knowl. Based Syst. 143: 1-9 (2018) - [c39]Goran Glavas, Ivan Vulic:
Explicit Retrofitting of Distributional Word Vectors. ACL (1) 2018: 34-45 - [c38]Anne Lauscher
, Goran Glavas, Kai Eckert:
ArguminSci: A Tool for Analyzing Argumentation and Rhetorical Aspects in Scientific Writing. ArgMining@EMNLP 2018: 22-28 - [c37]Anne Lauscher
, Goran Glavas, Simone Paolo Ponzetto:
An Argument-Annotated Corpus of Scientific Publications. ArgMining@EMNLP 2018: 40-46 - [c36]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. EMNLP 2018: 282-293 - [c35]Anne Lauscher
, Goran Glavas, Simone Paolo Ponzetto, Kai Eckert:
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models. EMNLP 2018: 3326-3338 - [c34]Goran Glavas, Ivan Vulic:
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model. NAACL-HLT (2) 2018: 181-187 - [c33]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. NAACL-HLT 2018: 516-527 - [c32]Robert Litschko, Goran Glavas, Simone Paolo Ponzetto
, Ivan Vulic:
Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only. SIGIR 2018: 1253-1256 - [c31]Robert Litschko, Federico Nanni, Goran Glavas:
Trec-CAR 2018: A Simple Unsupervised Semantic Query Expansion Model. TREC 2018 - [e4]Wil M. P. van der Aalst, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko:
Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5 - 7, 2018. CEUR Workshop Proceedings 2268, CEUR-WS.org 2018 [contents] - [e3]Wil M. P. van der Aalst
, Vladimir Batagelj, Goran Glavas, Dmitry I. Ignatov, Michael Yu. Khachay, Sergei O. Kuznetsov, Olessia Koltsova, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko:
Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11179, Springer 2018, ISBN 978-3-030-11026-0 [contents] - [e2]Goran Glavas, Swapna Somasundaran, Martin Riedl, Eduard H. Hovy:
Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing, TextGraphs@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 6, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-25-4 [contents] - [i4]Goran Glavas, Marc Franco-Salvador, Simone Paolo Ponzetto, Paolo Rosso:
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity. CoRR abs/1801.06436 (2018) - [i3]Robert Litschko, Goran Glavas, Simone Paolo Ponzetto, Ivan Vulic:
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only. CoRR abs/1805.00879 (2018) - [i2]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. CoRR abs/1805.03228 (2018) - [i1]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR abs/1809.04163 (2018) - 2017
- [j6]Sanja Stajner
, Goran Glavas:
Leveraging event-based semantics for automated text simplification. Expert Syst. Appl. 82: 383-395 (2017) - [c30]Goran Glavas, Federico Nanni, Simone Paolo Ponzetto:
Cross-Lingual Classification of Topics in Political Texts. NLP+CSS@ACL 2017: 42-46 - [c29]Maria Pia di Buono
, Martin Tutek, Jan Snajder, Goran Glavas, Bojana Dalbelo Basic, Natasa Milic-Frayling:
Two Layers of Annotation for Representing Event Mentions in News Stories. LAW@ACL 2017: 82-90 - [c28]Patrick Klein
, Simone Paolo Ponzetto, Goran Glavas:
Improving Neural Knowledge Base Completion with Cross-Lingual Projections. EACL (2) 2017: 516-522 - [c27]Goran Glavas, Federico Nanni, Simone Paolo Ponzetto:
Unsupervised Cross-Lingual Scaling of Political Texts. EACL (2) 2017: 688-693 - [c26]Maria Pia di Buono
, Jan Snajder, Bojana Dalbelo Basic, Goran Glavas, Martin Tutek, Natasa Milic-Frayling:
Predicting News Values from Headline Text and Emotions. NLPmJ@EMNLP 2017: 1-6 - [c25]Goran Glavas, Simone Paolo Ponzetto:
Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations. EMNLP 2017: 1757-1767 - [c24]Goran Glavas, Ivan Vulic, Simone Paolo Ponzetto:
If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity. IWCS(1) 2017 - [c23]Anne Lauscher
, Goran Glavas, Simone Paolo Ponzetto
, Kai Eckert:
Investigating Convolutional Networks and Domain-Specific Embeddings for Semantic Classification of Citations. WOSP@JCDL 2017: 24-28 - [c22]Sanja Stajner
, Goran Glavas, Simone Paolo Ponzetto
, Heiner Stuckenschmidt
:
Domain Adaptation for Automatic Detection of Speculative Sentences. ICSC 2017: 164-171 - [c21]Anne Lauscher, Goran Glavas, Kai Eckert:
University of Mannheim @ CLSciSumm-17: Citation-Based Summarization of Scientific Articles Using Semantic Textual Similarity. BIRNDL@SIGIR (2) 2017: 33-42 - [e1]Martin Riedl, Swapna Somasundaran, Goran Glavas, Eduard H. Hovy:
Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based Methods for Natural Language Processing, Vancouver, Canada, August 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-60-9 [contents] - 2016
- [j5]Federico Nanni
, Laura Dietz, Stefano Faralli
, Goran Glavas, Simone Paolo Ponzetto
:
Capturing Interdisciplinarity in Academic Abstracts. D Lib Mag. 22(9/10) (2016) - [c20]Jenny Copara
, José Ochoa, Camilo Thorne, Goran Glavas:
Spanish NER with Word Representations and Conditional Random Fields. NEWS@ACM 2016: 34-40 - [c19]Jenny Copara
, José Ochoa, Camilo Thorne
, Goran Glavas:
Exploring Unsupervised Features in Conditional Random Fields for Spanish Named Entity Recognition. BRACIS 2016: 283-288 - [c18]Martin Tutek, Goran Glavas, Jan Snajder
, Natasa Milic-Frayling, Bojana Dalbelo Basic:
Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base. CIKM 2016: 2077-2080 - [c17]Jenny Copara, José Ochoa, Camilo Thorne
, Goran Glavas:
Conditional Random Fields for Spanish Named Entity Recognition Using Unsupervised Features. IBERAMIA 2016: 175-186 - [c16]Mladen Karan, Jan Snajder, Daniela Sirinic
, Goran Glavas:
Analysis of Policy Agendas: Lessons Learned from Automatic Topic Classification of Croatian Political Texts. LaTeCH@ACL 2016 - [c15]Goran Glavas, Federico Nanni, Simone Paolo Ponzetto:
Unsupervised Text Segmentation Using Semantic Relatedness Graphs. *SEM@ACL 2016 - 2015
- [j4]Goran Glavas, Jan Snajder
:
Construction and evaluation of event graphs. Nat. Lang. Eng. 21(4): 607-652 (2015) - [c14]Goran Glavas, Sanja Stajner:
Simplifying Lexical Simplification: Do We Need Simplified Corpora? ACL (2) 2015: 63-68 - [c13]Goran Glavas, Jan Snajder:
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model. BSNLP@RANLP 2015: 17-23 - [c12]Mladen Karan, Goran Glavas, Jan Snajder, Bojana Dalbelo Basic, Ivan Vulic, Marie-Francine Moens:
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay. SemEval@NAACL-HLT 2015: 70-74 - [c11]Goran Glavas:
TAKELAB: Medical Information Extraction and Linking with MINERAL. SemEval@NAACL-HLT 2015: 389-393 - 2014
- [b1]Goran Glavas:
Crpljenje i pretraživanje tekstnih informacija temeljem grafova događaja ; Text information extraction and retrieval based on event graphs. University of Zagreb, Croatia, 2014 - [j3]Goran Glavas, Jan Snajder
:
Event graphs for information retrieval and multi-document summarization. Expert Syst. Appl. 41(15): 6904-6916 (2014) - [c10]Goran Glavas, Jan Snajder, Marie-Francine Moens, Parisa Kordjamshidi:
HiEve: A Corpus for Extracting Event Hierarchies from News Stories. LREC 2014: 3678-3683 - [c9]Goran Glavas, Jan Snajder:
Constructing Coherent Event Hierarchies from News Stories. TextGraphs@EMNLP 2014: 34-38 - 2013
- [j2]Mladen Karan, Goran Glavas, Frane Saric, Jan Snajder, Jure Mijic, Artur Silic, Bojana Dalbelo Basic:
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields. Informatica (Slovenia) 37(2): 165-172 (2013) - [c8]Goran Glavas, Jan Snajder:
Recognizing Identical Events with Graph Kernels. ACL (2) 2013: 797-803 - [c7]Goran Glavas, Damir Korencic, Jan Snajder:
Aspect-Oriented Opinion Mining from User Reviews in Croatian. BSNLP@ACL 2013: 18-23 - [c6]Goran Glavas, Jan Snajder
:
Exploring Coreference Uncertainty of Generically Extracted Event Mentions. CICLing (1) 2013: 408-422 - [c5]Goran Glavas, Sanja Stajner:
Event-Centered Simplification of News Stories. RANLP 2013: 71-78 - [c4]Goran Glavas, Jan Snajder:
Event-Centered Information Retrieval Using Kernels on Event Graphs. TextGraphs@EMNLP 2013: 1-5 - 2012
- [c3]Goran Glavas, Kresimir Fertalj
, Jan Snajder
:
From Requirements to Code: Syntax-Based Requirements Analysis for Data-Driven Application Development. NLDB 2012: 339-344 - [c2]Frane Saric, Goran Glavas, Mladen Karan, Jan Snajder, Bojana Dalbelo Basic:
TakeLab: Systems for Measuring Semantic Text Similarity. SemEval@NAACL-HLT 2012: 441-448 - [c1]Goran Glavas, Jan Snajder
, Bojana Dalbelo Basic:
Semi-supervised Acquisition of Croatian Sentiment Lexicon. TSD 2012: 166-173 - 2011
- [j1]Goran Glavas, Kresimir Fertalj
:
Solving the Class Responsibility Assignment Problem Using Metaheuristic Approach. J. Comput. Inf. Technol. 19(4): 275-283 (2011)
Coauthor Index
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