Edoardo Maria Ponti

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 73

Top Topics

Semantic Similarity

Commonsense Reasoning

Natural Language

Top Venues

Publications

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)
Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP (2023)
Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
Model Merging by Uncertainty-Based Gradient Matching. CoRR (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) (2023)
Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy
Combining Parameter-efficient Modules for Task-level Generalisation. EACL (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)
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti
Modular Deep Learning. CoRR (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR (2023)
Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti
Efficient Transformers with Dynamic Token Pooling. ACL (1) (2023)
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 (2023)
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR (2022)
Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR (2022)
Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. CoRR (2022)
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 (2022)
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)
Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy
Image Retrieval from Contextual Descriptions. ACL (1) (2022)
Karolina Stanczak, Edoardo Maria Ponti, Lucas Torroba Hennigen, Ryan Cotterell, Isabelle Augenstein
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models. CoRR (2022)
Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy
Image Retrieval from Contextual Descriptions. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic
Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) (2022)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) (2022)
Edoardo Maria Ponti, Alessandro Sordoni, Siva Reddy
Combining Modular Skills in Multitask Learning. CoRR (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)
Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR (2021)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
Towards Zero-shot Language Modeling. CoRR (2021)
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 (2021)
Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. CoRR (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) (2021)
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Visually Grounded Reasoning across Languages and Cultures. CoRR (2021)
Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) (2021)
Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy
Modelling Latent Translations for Cross-Lingual Transfer. CoRR (2021)
Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) (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)
Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard
Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. ACL/IJCNLP (Findings) (2021)
Shijie Wu, Edoardo Maria Ponti, Ryan Cotterell
Differentiable Generative Phonology. CoRR (2021)
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)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR (2021)
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 (2021)
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 (2020)
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 (2020)
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 (2020)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) (2020)
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)
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 (2020)
Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING (2020)
Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) (2020)
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)
Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR (2020)
Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
Verb Knowledge Injection for Multilingual Event Processing. CoRR (2020)
Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR (2020)
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
Internal and external pressures on language emergence: least effort, object constancy and frequency. CoRR (2020)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. CoRR (2020)
Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Emergent Communication Pretraining for Few-Shot Machine Translation. COLING (2020)
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) (2020)
Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic
Specializing Distributional Vectors of All Words for Lexical Entailment. RepL4NLP@ACL (2019)
Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) (2019)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) (2019)
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) (2019)
Goran Glavas, Edoardo Maria Ponti, Ivan Vulic
Semantic Specialization of Distributional Word Vectors. EMNLP/IJCNLP (2) (2019)
Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR (2019)
Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR (2018)
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)
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)
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 (2018)
Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) (2018)
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 (2018)
Edoardo Maria Ponti, Anna Korhonen
Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL (2017)
Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Decoding Sentiment from Distributed Representations of Sentences. *SEM (2017)
Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Decoding Sentiment from Distributed Representations of Sentences. CoRR (2017)
Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini
Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CLiC-it/EVALITA (2016)
Edoardo Maria Ponti, Marco Passarotti
Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin. LREC (2016)
Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini
Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CoRR (2016)
Edoardo Maria Ponti
Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks. FLAIRS Conference (2016)