Edoardo Maria Ponti

83 papers A* 7A 2B 3Misc 1Journal 45Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cross-Tokenizer Distillation via Approximate Likelihood Matching. CoRR Benjamin Minixhofer, Ivan Vulic, Edoardo Maria Ponti
2025	J	`jnl`	Fast and Expressive Multi-Token Prediction with Probabilistic Circuits. CoRR Andreas Grivas, Lorenzo Loconte, Emile van Krieken, Piotr Nawrot, Yu Zhao, Euan Wielewski, Pasquale Minervini, Edoardo Maria Ponti, Antonio Vergari
2025	—	`conf`	Mixtures of In-Context Learners. ACL (1) Giwon Hong, Emile van Krieken, Edoardo Maria Ponti, Nikolay Malkin, Pasquale Minervini
2025	J	`jnl`	Neurosymbolic Reasoning Shortcuts under the Independence Assumption. CoRR Emile van Krieken, Pasquale Minervini, Edoardo Maria Ponti, Antonio Vergari
2024	—	`conf`	Are Large Language Model Temporally Grounded? NAACL-HLT Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2024	A*	`conf`	Spectral Editing of Activations for Large Language Model Alignment. NeurIPS Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2024	J	`jnl`	Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
2024	A*	`conf`	Zero-Shot Tokenizer Transfer. NeurIPS Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic
2024	J	`jnl`	Zero-Shot Tokenizer Transfer. CoRR Benjamin Minixhofer, Edoardo Maria Ponti, Ivan Vulic
2023	A	`conf`	Combining Parameter-efficient Modules for Task-level Generalisation. EACL Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy
2023	J	`jnl`	Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2023	A*	`conf`	Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2023	—	`conf`	Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2023	—	`conf`	Efficient Transformers with Dynamic Token Pooling. ACL (1) Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti
2023	J	`jnl`	Model Merging by Uncertainty-Based Gradient Matching. CoRR Nico Daheim, Thomas Möllenhoff, Edoardo Maria Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
2023	J	`jnl`	Modular Deep Learning. CoRR Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, Edoardo Maria Ponti
2023	A*	`conf`	Multi-Head Adapter Routing for Cross-Task Generalization. NeurIPS Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
2023	A	`conf`	Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2022	J	`jnl`	Combining Modular Skills in Multitask Learning. CoRR Edoardo Maria Ponti, Alessandro Sordoni, Siva Reddy
2022	—	`conf`	Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2022	J	`jnl`	FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. CoRR Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy
2022	J	`jnl`	FaithDial: A Faithful Benchmark for Information-Seeking Dialogue. Trans. Assoc. Comput. Linguistics Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar R. Zaïane, Mo Yu, Edoardo Maria Ponti, Siva Reddy
2022	A*	`conf`	IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. ICML Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022	J	`jnl`	IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages. CoRR Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulic
2022	—	`conf`	Image Retrieval from Contextual Descriptions. ACL (1) Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy
2022	J	`jnl`	Image Retrieval from Contextual Descriptions. CoRR Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, Edoardo Maria Ponti, Siva Reddy
2022	J	`jnl`	Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
2022	—	`conf`	Natural Language Processing for Multilingual Task-Oriented Dialogue. ACL (tutorial) Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Ivan Vulic
2022	J	`jnl`	Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models. CoRR Karolina Stanczak, Edoardo Maria Ponti, Lucas Torroba Hennigen, Ryan Cotterell, Isabelle Augenstein
2021	—	`conf`	AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
2021	J	`jnl`	AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
2021	J	`jnl`	Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	Differentiable Generative Phonology. CoRR Shijie Wu, Edoardo Maria Ponti, Ryan Cotterell
2021	—	`conf`	LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2021	—	`conf`	MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
2021	—	`conf`	Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. ACL/IJCNLP (Findings) Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard
2021	J	`jnl`	Minimax and Neyman-Pearson Meta-Learning for Outlier Languages. CoRR Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard
2021	J	`jnl`	Modelling Latent Translations for Cross-Lingual Transfer. CoRR Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy
2021	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2021	J	`jnl`	SIGTYP 2021 Shared Task: Robust Spoken Language Identification. CoRR Elizabeth Salesky, Badr M. Abdullah, Sabrina J. Mielke, Elena Klyachko, Oleg Serikov, Edoardo Maria Ponti, Ritesh Kumar, Ryan Cotterell, Ekaterina Vylomova
2021	J	`jnl`	Towards Zero-shot Language Modeling. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2021	—	`conf`	Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
2021	—	`conf`	Visually Grounded Reasoning across Languages and Cultures. EMNLP (1) Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2021	J	`jnl`	Visually Grounded Reasoning across Languages and Cultures. CoRR Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2020	B	`conf`	Emergent Communication Pretraining for Few-Shot Machine Translation. COLING Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2020	J	`jnl`	Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2020	—	`conf`	Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency. EMNLP (Findings) Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
2020	J	`jnl`	Internal and external pressures on language emergence: least effort, object constancy and frequency. CoRR Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR 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
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 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
2020	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2020	—	`conf`	Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
2020	J	`jnl`	Probing Pretrained Language Models for Lexical Semantics. CoRR Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
2020	—	`conf`	SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 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
2020	J	`jnl`	SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. CoRR 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
2020	J	`jnl`	SIGTYP 2020 Shared Task: Prediction of Typological Features. CoRR Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo Maria Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein
2020	B	`conf`	Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2020	J	`jnl`	Verb Knowledge Injection for Multilingual Event Processing. CoRR Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
2020	—	`conf`	XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
2020	J	`jnl`	XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
2019	—	`conf`	Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	J	`jnl`	Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2019	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2019	—	`conf`	Semantic Specialization of Distributional Word Vectors. EMNLP/IJCNLP (2) Goran Glavas, Edoardo Maria Ponti, Ivan Vulic
2019	—	`conf`	Specializing Distributional Vectors of All Words for Lexical Entailment. RepL4NLP@ACL Aishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic
2019	—	`conf`	Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2018	A*	`conf`	Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. EMNLP Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	J	`jnl`	Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	—	`conf`	Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic
2018	J	`jnl`	Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
2018	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2018	A*	`conf`	On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
2017	—	`conf`	Decoding Sentiment from Distributed Representations of Sentences. *SEM Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2017	J	`jnl`	Decoding Sentiment from Distributed Representations of Sentences. CoRR Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2017	—	`conf`	Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL Edoardo Maria Ponti, Anna Korhonen
2016	B	`conf`	Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin. LREC Edoardo Maria Ponti, Marco Passarotti
2016	Misc	`conf`	Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks. FLAIRS Edoardo Maria Ponti
2016	—	`conf`	Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CLiC-it/EVALITA Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini
2016	J	`jnl`	Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding. CoRR Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini