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Edoardo Maria Ponti

Edoardo M. Ponti

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Journal Articles

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2023
[j8]
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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)
[j7]
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Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo M. Ponti:
Modular Deep Learning. Trans. Mach. Learn. Res. 2023 (2023)
2022
[j6]
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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)
[j5]
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Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar R. Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy:
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. Trans. Assoc. Comput. Linguistics 10: 1473-1490 (2022)
2021
[j4]
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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)
2020
[j3]
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Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 46(4): 847-897 (2020)
2019
[j2]
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Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45(3): 559-601 (2019)
2018
[j1]
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Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen:
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics 6: 451-465 (2018)

Conference and Workshop Papers

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2024
[c47]
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Hetong Wang, Pasquale Minervini, Edoardo M. Ponti:
Probing the Emergence of Cross-lingual Alignment during LLM Training. ACL (Findings) 2024: 12159-12173
[c46]
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Nico Daheim, Thomas Möllenhoff, Edoardo M. Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan:
Model Merging by Uncertainty-Based Gradient Matching. ICLR 2024
[c45]
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Emile van Krieken, Pasquale Minervini, Edoardo M. Ponti, Antonio Vergari:
On the Independence Assumption in Neurosymbolic Learning. ICML 2024
[c44]
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Piotr Nawrot, Adrian Lancucki, Marcin Chochowski, David Tarjan, Edoardo M. Ponti:
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference. ICML 2024
[c43]
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Oleksiy Ostapenko, Zhan Su, Edoardo M. Ponti, Laurent Charlin, Nicolas Le Roux, Lucas Caccia, Alessandro Sordoni:
Towards Modular LLMs by Building and Reusing a Library of LoRAs. ICML 2024
[c42]
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Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Are Large Language Model Temporally Grounded? NAACL-HLT 2024: 7064-7083
[c41]
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Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti:
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. NAACL-HLT 2024: 7096-7112
[c40]
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Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic:
Zero-Shot Tokenizer Transfer. NeurIPS 2024
[c39]
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Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Spectral Editing of Activations for Large Language Model Alignment. NeurIPS 2024
2023
[c38]
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Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti:
Efficient Transformers with Dynamic Token Pooling. ACL (1) 2023: 6403-6417
[c37]
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Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) 2023: 8147-8165
[c36]
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Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy:
Combining Parameter-efficient Modules for Task-level Generalisation. EACL 2023: 687-702
[c35]
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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
[c34]
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Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti:
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP 2023: 3980-3995
[c33]
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Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP 2023: 8914-8932
[c32]
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  - conf/nips/Page-CacciaPSPR23
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Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni:
Multi-Head Adapter Routing for Cross-Task Generalization. NeurIPS 2023
2022
[c31]
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Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic:
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) 2022: 44-50
[c30]
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Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) 2022: 1778-1796
[c29]
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Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy:
Image Retrieval from Contextual Descriptions. ACL (1) 2022: 3426-3440
[c28]
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  - conf/icml/Bugliarello0PRE22
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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
[c27]
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  - conf/lrec/BatsurenGKHKBLN22
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Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Abbott Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. LREC 2022: 840-855
[c26]
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Karolina Stanczak, Edoardo M. Ponti, Lucas Torroba Hennigen, Ryan Cotterell, Isabelle Augenstein:
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models. NAACL-HLT 2022: 1589-1598
[c25]
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Florian Schottmann, Vincent Fortuin, Edoardo M. Ponti, Ryan Cotterell:
On Interpretable Reranking-Based Dependency Parsing Systems. SwissText 2022: 23-28
2021
[c24]
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Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard:
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. ACL/IJCNLP (Findings) 2021: 1245-1260
[c23]
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Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283
[c22]
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Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) 2021: 6952-6969
[c21]
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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
[c20]
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Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) 2021: 7151-7162
[c19]
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Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) 2021: 10467-10485
2020
[c18]
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Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING 2020: 1371-1383
[c17]
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Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. COLING 2020: 4716-4731
[c16]
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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
[c15]
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Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni:
Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency. EMNLP (Findings) 2020: 4428-4437
[c14]
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Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) 2020: 7222-7240
[c13]
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Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 2020: 1-39
2019
[c12]
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Goran Glavas, Edoardo Maria Ponti, Ivan Vulic:
Semantic Specialization of Distributional Word Vectors. EMNLP/IJCNLP (2) 2019
[c11]
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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
[c10]
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Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) 2019: 2900-2910
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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
2018
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Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic:
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) 2018: 1531-1542
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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
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Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen:
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP 2018: 316-327
2017
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Edoardo Maria Ponti, Anna Korhonen:
Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL 2017: 25-30
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Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. *SEM 2017: 22-32
2016
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Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini:
Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CLiC-it/EVALITA 2016
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Edoardo Maria Ponti:
Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks. FLAIRS 2016: 541-547
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Edoardo Maria Ponti, Marco Passarotti:
Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin. LREC 2016

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2024
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Michael Hahn, Alexey Sorokin, Ritesh Kumar, Andreas Scherbakov, Yulia Otmakhova, Jinrui Yang, Oleg Serikov, Priya Rani, Edoardo M. Ponti, Saliha Muradoglu, Rena Gao, Ryan Cotterell, Ekaterina Vylomova:
Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, SIGTYPE 2024, St. Julian's, Malta, March 22, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-071-4 [contents]

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2024
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Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti:
Scaling Sparse Fine-Tuning to Large Language Models. CoRR abs/2401.16405 (2024)
[i50]
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Hanxu Hu, Pinzhen Chen, Edoardo M. Ponti:
Fine-tuning Large Language Models with Sequential Instructions. CoRR abs/2403.07794 (2024)
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Piotr Nawrot, Adrian Lancucki, Marcin Chochowski, David Tarjan, Edoardo M. Ponti:
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference. CoRR abs/2403.09636 (2024)
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Emile van Krieken, Pasquale Minervini, Edoardo M. Ponti, Antonio Vergari:
On the Independence Assumption in Neurosymbolic Learning. CoRR abs/2404.08458 (2024)
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Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic:
Zero-Shot Tokenizer Transfer. CoRR abs/2405.07883 (2024)
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Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Spectral Editing of Activations for Large Language Model Alignment. CoRR abs/2405.09719 (2024)
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Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni:
Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR abs/2405.11157 (2024)
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Hetong Wang, Pasquale Minervini, Edoardo M. Ponti:
Probing the Emergence of Cross-lingual Alignment during LLM Training. CoRR abs/2406.13229 (2024)
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Uri Berger, Edoardo M. Ponti:
Cross-Lingual and Cross-Cultural Variation in Image Descriptions. CoRR abs/2409.16646 (2024)
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Zeyu Huang, Zihan Qiu, Zili Wang, Edoardo M. Ponti, Ivan Titov:
Post-hoc Reward Calibration: A Case Study on Length Bias. CoRR abs/2409.17407 (2024)
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Giwon Hong, Emile van Krieken, Edoardo M. Ponti, Nikolay Malkin, Pasquale Minervini:
Mixtures of In-Context Learners. CoRR abs/2411.02830 (2024)
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Yao Fu, Yinsicheng Jiang, Yeqi Huang, Ping Nie, Zhan Lu, Leyang Xue, Congjie He, Man-Kit Sit, Jilong Xue, Li Dong, Ziming Miao, Kai Zou, Edoardo M. Ponti, Luo Mai:
MoE-CAP: Cost-Accuracy-Performance Benchmarking for Mixture-of-Experts Systems. CoRR abs/2412.07067 (2024)
[i39]
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Coleman Haley, Sharon Goldwater, Edoardo M. Ponti:
A Grounded Typology of Word Classes. CoRR abs/2412.10369 (2024)
2023
[i38]
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Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti:
Modular Deep Learning. CoRR abs/2302.11529 (2023)
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Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti:
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation. CoRR abs/2303.17574 (2023)
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Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR abs/2305.13632 (2023)
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Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR abs/2306.01709 (2023)
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Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan:
Model Merging by Uncertainty-Based Gradient Matching. CoRR abs/2310.12808 (2023)
[i33]
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Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Are Large Language Models Temporally Grounded? CoRR abs/2311.08398 (2023)
2022
[i32]
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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)
[i31]
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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)
[i30]
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Edoardo Maria Ponti, Alessandro Sordoni, Siva Reddy:
Combining Modular Skills in Multitask Learning. CoRR abs/2202.13914 (2022)
[i29]
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Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy:
Image Retrieval from Contextual Descriptions. CoRR abs/2203.15867 (2022)
[i28]
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Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy:
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. CoRR abs/2204.10757 (2022)
[i27]
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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)
[i26]
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Karolina Stanczak, Edoardo Maria Ponti, Lucas Torroba Hennigen, Ryan Cotterell, Isabelle Augenstein:
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models. CoRR abs/2205.02023 (2022)
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Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, Gábor Bella, Brian Leonard, Garrett Nicolai, Kyle Gorman, Yustinus Ghanggo Ate, Maria Ryskina, Sabrina J. Mielke, Elena Budianskaya, Charbel El-Khaissi, Tiago Pimentel, Michael Gasser, William Lane, Mohit Raj, Matt Coler, Jaime Rafael Montoya Samame, Delio Siticonatzi Camaiteri, Esaú Zumaeta Rojas, Didier López Francis, Arturo Oncevay, Juan López Bautista, Gema Celeste Silva Villegas, Lucas Torroba Hennigen, Adam Ek, David Guriel, Peter Dirix, Jean-Philippe Bernardy, Andrey Scherbakov, Aziyana Bayyr-ool, Antonios Anastasopoulos, Roberto Zariquiey, Karina Sheifer, Sofya Ganieva, Hilaria Cruz, Ritván Karahóga, Stella Markantonatou, George Pavlidis, Matvey Plugaryov, Elena Klyachko, Ali Salehi, Candy Angulo, Jatayu Baxi, Andrew Krizhanovsky, Natalia Krizhanovskaya, Elizabeth Salesky, Clara Vania, Sardana Ivanova, Jennifer C. White, Rowan Hall Maudslay, Josef Valvoda, Ran Zmigrod, Paula Czarnowska, Irene Nikkarinen, Aelita Salchak, Brijesh Bhatt, Christopher Straughn, Zoey Liu, Jonathan North Washington, Yuval Pinter, Duygu Ataman, Marcin Wolinski, Totok Suhardijanto, Anna Yablonskaya, Niklas Stoehr, Hossep Dolatian, Zahroh Nuriah, Shyam Ratan, Francis M. Tyers, Edoardo M. Ponti, Grant Aiton, Aryaman Arora, Richard J. Hatcher, Ritesh Kumar, Jeremiah Young, Daria Rodionova, Anastasia Yemelina, Taras Andrushko, Igor Marchenko, Polina Mashkovtseva, Alexandra Serova, Emily Prud'hommeaux, Maria Nepomniashchaya, Fausto Giunchiglia, Eleanor Chodroff, Mans Hulden, Miikka Silfverberg, Arya D. McCarthy, David Yarowsky, Ryan Cotterell, Reut Tsarfaty, Ekaterina Vylomova:
UniMorph 4.0: Universal Morphology. CoRR abs/2205.03608 (2022)
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Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni:
Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR abs/2211.03831 (2022)
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Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo M. Ponti:
Efficient Transformers with Dynamic Token Pooling. CoRR abs/2211.09761 (2022)
2021
[i22]
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Shijie Wu, Edoardo Maria Ponti, Ryan Cotterell:
Differentiable Generative Phonology. CoRR abs/2102.05717 (2021)
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Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR abs/2104.08639 (2021)
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Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard:
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. CoRR abs/2106.01051 (2021)
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Elizabeth Salesky, Badr M. Abdullah, Sabrina J. Mielke, Elena Klyachko, Oleg Serikov, Edoardo Maria Ponti, Ritesh Kumar, Ryan Cotterell, Ekaterina Vylomova:
SIGTYP 2021 Shared Task: Robust Spoken Language Identification. CoRR abs/2106.03895 (2021)
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Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy:
Modelling Latent Translations for Cross-Lingual Transfer. CoRR abs/2107.11353 (2021)
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Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. CoRR abs/2108.03334 (2021)
[i16]
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Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott:
Visually Grounded Reasoning across Languages and Cultures. CoRR abs/2109.13238 (2021)
[i15]
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  - journals/corr/abs-2110-07560
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Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR abs/2110.07560 (2021)
2020
[i14]
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  - journals/corr/abs-2001-11453
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Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR abs/2001.11453 (2020)
[i13]
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Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR abs/2003.04866 (2020)
[i12]
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Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni:
Internal and external pressures on language emergence: least effort, object constancy and frequency. CoRR abs/2004.03868 (2020)
[i11]
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  - journals/corr/abs-2005-00333
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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)
[i10]
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  - journals/corr/abs-2006-11572
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Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. Tyers, Elena Klyachko, Ilya Yegorov, Natalia Krizhanovsky, Paula Czarnowska, Irene Nikkarinen, Andrew Krizhanovsky, Tiago Pimentel, Lucas Torroba Hennigen, Christo Kirov, Garrett Nicolai, Adina Williams, Antonios Anastasopoulos, Hilaria Cruz, Eleanor Chodroff, Ryan Cotterell, Miikka Silfverberg, Mans Hulden:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. CoRR abs/2006.11572 (2020)
[i9]
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  - journals/corr/abs-2010-05731
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Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. CoRR abs/2010.05731 (2020)
[i8]
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  - journals/corr/abs-2010-08246
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Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo Maria Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein:
SIGTYP 2020 Shared Task: Prediction of Typological Features. CoRR abs/2010.08246 (2020)
[i7]
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  - journals/corr/abs-2011-00890
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Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR abs/2011.00890 (2020)
[i6]
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  - journals/corr/abs-2012-15421
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Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. CoRR abs/2012.15421 (2020)
2019
[i5]
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  - journals/corr/abs-1909-02339
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Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR abs/1909.02339 (2019)
2018
[i4]
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  - journals/corr/abs-1807-00914
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Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR abs/1807.00914 (2018)
[i3]
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  - journals/corr/abs-1809-04163
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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
[i2]
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  - journals/corr/PontiVK17
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Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. CoRR abs/1705.06369 (2017)
2016
[i1]
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  - journals/corr/PontiJM16
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Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini:
Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CoRR abs/1610.00765 (2016)

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