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2020 – today
- 2025
[j27]Guangzhi Sun
, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland:
Knowledge-aware audio-grounded generative slot filling for limited annotated data. Comput. Speech Lang. 89: 101707 (2025)- 2024
- [j26]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics 12: 525-542 (2024) - [c154]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING 2024: 13970-13991 - [c153]Marinela Parovic, Ivan Vulic, Anna Korhonen:
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) 2024: 124-137 - [c152]Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic:
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. NAACL (Demonstrations) 2024: 36-52 - [c151]Chen Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych:
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. NAACL-HLT 2024: 1998-2015 - [c150]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT 2024: 8195-8211 - [i116]Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulic:
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. CoRR abs/2401.02208 (2024) - [i115]Pawel Budzianowski, Taras Sereda, Tomasz Cichy, Ivan Vulic:
Pheme: Efficient and Conversational Speech Generation. CoRR abs/2401.02839 (2024) - [i114]Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti:
Scaling Sparse Fine-Tuning to Large Language Models. CoRR abs/2401.16405 (2024) - [i113]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR abs/2402.10024 (2024) - [i112]Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramón Huerta, Ivan Vulic:
Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination. CoRR abs/2402.10052 (2024) - [i111]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR abs/2403.01929 (2024) - [i110]Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier:
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR abs/2403.16950 (2024) - [i109]Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad:
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR abs/2405.02429 (2024) - [i108]Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic:
Zero-Shot Tokenizer Transfer. CoRR abs/2405.07883 (2024) - [i107]Jiayun Pang, Ivan Vulic:
Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction. CoRR abs/2405.10625 (2024) - [i106]Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic:
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR abs/2406.02537 (2024) - [i105]Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen:
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR abs/2406.11370 (2024) - [i104]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) - [i103]Markus Frohmann, Igor Sterner, Ivan Vulic, Benjamin Minixhofer, Markus Schedl:
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation. CoRR abs/2406.16678 (2024) - 2023
- [j25]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics 11: 139-156 (2023) - [j24]Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen:
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics 11: 1396-1415 (2023) - [j23]Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti:
Modular Deep Learning. Trans. Mach. Learn. Res. 2023 (2023) - [c149]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) 2023: 176-193 - [c148]Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch:
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. ACL (Findings) 2023: 3732-3755 - [c147]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. ACL (1) 2023: 5712-5730 - [c146]Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic:
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. ACL (1) 2023: 7215-7235 - [c145]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) 2023: 8147-8165 - [c144]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) 2023: 9174-9193 - [c143]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023: 1439-1454 - [c142]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 - [c141]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) 2023: 2408-2423 - [c140]Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer:
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. EMNLP (Demos) 2023: 149-160 - [c139]Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic:
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. EMNLP 2023: 343-359 - [c138]Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti:
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP 2023: 3980-3995 - [c137]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP 2023: 6041-6055 - [c136]Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic:
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP 2023: 6825-6851 - [c135]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) 2023: 7226-7245 - [c134]Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic:
Romanization-based Large-scale Adaptation of Multilingual Language Models. EMNLP (Findings) 2023: 7996-8005 - [c133]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. EMNLP 2023: 9577-9599 - [c132]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 - [c131]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. EMNLP (Findings) 2023: 13064-13077 - [c130]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 - [i102]Chen Cecilia Liu, Jonas Pfeiffer, Ivan Vulic, Iryna Gurevych:
Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. CoRR abs/2301.05487 (2023) - [i101]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR abs/2301.12132 (2023) - [i100]Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti:
Modular Deep Learning. CoRR abs/2302.11529 (2023) - [i99]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) - [i98]Sukannya Purkayastha, Sebastian Ruder, Jonas Pfeiffer, Iryna Gurevych, Ivan Vulic:
Romanization-based Large-scale Adaptation of Multilingual Language Models. CoRR abs/2304.08865 (2023) - [i97]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR abs/2305.13528 (2023) - [i96]Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic:
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models. CoRR abs/2305.14214 (2023) - [i95]Fabian David Schmidt, Ivan Vulic, Goran Glavas:
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. CoRR abs/2305.16834 (2023) - [i94]Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulic:
Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation. CoRR abs/2305.18893 (2023) - [i93]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR abs/2305.19216 (2023) - [i92]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR abs/2306.01709 (2023) - [i91]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR abs/2306.02767 (2023) - [i90]Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland:
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data. CoRR abs/2307.01764 (2023) - [i89]Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen:
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR abs/2307.14031 (2023) - [i88]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) - [i87]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR abs/2310.12774 (2023) - [i86]Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic:
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR abs/2310.12892 (2023) - [i85]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. CoRR abs/2310.13995 (2023) - [i84]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. CoRR abs/2310.15135 (2023) - [i83]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR abs/2311.09502 (2023) - [i82]Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski:
Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. CoRR abs/2311.09800 (2023) - [i81]Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulic, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer:
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning. CoRR abs/2311.11077 (2023) - [i80]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
- [j22]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) - [j21]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) - [j20]Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulic, Iryna Gurevych:
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval. Trans. Assoc. Comput. Linguistics 10: 503-521 (2022) - [c129]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic:
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) 2022: 44-50 - [c128]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) 2022: 1778-1796 - [c127]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) 2022: 2017-2033 - [c126]Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. ACL (Findings) 2022: 2340-2354 - [c125]Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth, Ivan Vulic, Iryna Gurevych:
xGQA: Cross-Lingual Visual Question Answering. ACL (Findings) 2022: 2497-2511 - [c124]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) 2022: 4353-4374 - [c123]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c122]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. COLING 2022: 1071-1082 - [c121]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) 2022: 4100-4116 - [c120]Ivan Vulic, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen, Pawel Budzianowski:
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. EMNLP 2022: 7544-7559 - [c119]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 - [c118]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 - [c117]Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic:
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML 2022: 2370-2392 - [c116]Georgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski:
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. NAACL-HLT (Findings) 2022: 1647-1659 - [c115]Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT 2022: 1791-1799 - [c114]Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski:
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. NAACL-HLT (Findings) 2022: 1998-2013 - [c113]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 - [e5]Eneko Agirre, Marianna Apidianaki, Ivan Vulic:
Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@ACL 2022, Dublin, Ireland and Online, May 27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-32-2 [contents] - [i79]Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic:
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR abs/2201.11732 (2022) - [i78]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR abs/2201.13405 (2022) - [i77]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i76]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. CoRR abs/2203.08307 (2022) - [i75]Gabor Fuisz, Ivan Vulic, Samuel Gibbons, Iñigo Casanueva, Pawel Budzianowski:
Improved and Efficient Conversational Slot Labeling through Question Answering. CoRR abs/2204.02123 (2022) - [i74]Robert Litschko, Ivan Vulic, Goran Glavas:
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval. CoRR abs/2204.02292 (2022) - [i73]Iñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski:
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR abs/2204.13021 (2022) - [i72]Georgios P. Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski:
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification. CoRR abs/2204.13496 (2022) - [i71]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) - [i70]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) - [i69]Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold. CoRR abs/2206.09755 (2022) - [i68]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? CoRR abs/2210.06442 (2022) - [i67]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR abs/2210.16953 (2022) - [i66]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR abs/2211.03648 (2022) - [i65]Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch:
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR abs/2212.10455 (2022) - 2021
- [j19]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics 47(1): 69-116 (2021) - [j18]Radomir Prodanovic, Sohail Sarang, Dejan D. Rancic, Ivan Vulic, Goran M. Stojanovic, Stevan Stankovski, Gordana Ostojic, Igor Baranovski, Dusan Maksovic:
Trustworthy Wireless Sensor Networks for Monitoring Humidity and Moisture Environments. Sensors 21(11): 3636 (2021) - [j17]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics 9: 410-428 (2021) - [c112]Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulic, Anders Søgaard:
Analogy Training Multilingual Encoders. AAAI 2021: 12884-12892 - [c111]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) 2021: 565-574 - [c110]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 - [c109]Phillip Rust, Jonas Pfeiffer, Ivan Vulic, Sebastian Ruder, Iryna Gurevych:
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. ACL/IJCNLP (1) 2021: 3118-3135 - [c108]Goran Glavas, Ivan Vulic:
Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. ACL/IJCNLP (Findings) 2021: 4878-4888 - [c107]Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283 - [c106]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) 2021: 5751-5767 - [c105]