E. Ponti

Most-cited papers

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
E. Ponti, Goran Glavaš, Olga Majewska, Qianchu Liu +2 more
2020Conference on Empirical Methods in Natural Language Processing492 citations Open access
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Probing Pretrained Language Models for Lexical Semantics
Ivan Vulic, E. Ponti, Robert Litschko, Goran Glavas +1 more
2020Conference on Empirical Methods in Natural Language Processing302 citations Open access
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Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu, Emanuele Bugliarello, E. Ponti, Siva Reddy +2 more
2021Conference on Empirical Methods in Natural Language Processing243 citations Open access
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Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Alan Ansell, E. Ponti, A. Korhonen, Ivan Vulic
2021Annual Meeting of the Association for Computational Linguistics188 citations Open access
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
E. Ponti, Helen O'Horan, Y. Berzak, Ivan Vulic +4 more
2018Computational Linguistics165 citations Open access
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FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
Nouha Dziri, Ehsan Kamalloo, Sivan Milton, Osmar R. Zaiane +3 more
2022Transactions of the Association for Computational Linguistics160 citations Open access
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Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
Piotr Nawrot, Adrian La'ncucki, Marcin Chochowski, David Tarjan +1 more
2024International Conference on Machine Learning144 citations
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Modular Deep Learning
Jonas Pfeiffer, Sebastian Ruder, Ivan Vulic, E. Ponti
2023Trans. Mach. Learn. Res.123 citations Open access
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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity
Ivan Vulic, Simon Baker, E. Ponti, Ulla Petti +8 more
2020Computational Linguistics104 citations Open access
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MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
Alan Ansell, E. Ponti, Jonas Pfeiffer, Sebastian Ruder +3 more
2021Conference on Empirical Methods in Natural Language Processing103 citations Open access
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Efficient Transformers with Dynamic Token Pooling
Piotr Nawrot, J. Chorowski, Adrian La'ncucki, E. Ponti
2022Annual Meeting of the Association for Computational Linguistics102 citations Open access
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Towards Modular LLMs by Building and Reusing a Library of LoRAs
Oleksiy Ostapenko, Zhan Su, E. Ponti, Laurent Charlin +4 more
2024International Conference on Machine Learning97 citations
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Model Merging by Uncertainty-Based Gradient Matching
Nico Daheim, Thomas Möllenhoff, E. Ponti, I. Gurevych +1 more
2023International Conference on Learning Representations97 citations
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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke +24 more
2020Special Interest Group on Computational Morphology and Phonology Workshop92 citations Open access
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On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
D. Gerz, Ivan Vulic, E. Ponti, R. Reichart +1 more
2018Conference on Empirical Methods in Natural Language Processing86 citations Open access
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Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume
J. Tiedemann, Isabelle Augenstein, Madhumita Sushil, Valerio Basile +496 more
202183 citations Open access
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IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy +3 more
2022International Conference on Machine Learning74 citations
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Detecting and Mitigating Hallucinations in Multilingual Summarisation
Yifu Qiu, Yftah Ziser, A. Korhonen, E. Ponti +1 more
2023Conference on Empirical Methods in Natural Language Processing71 citations Open access
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Spectral Editing of Activations for Large Language Model Alignment
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen +2 more
2024Neural Information Processing Systems70 citations
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Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
Zeyu Huang, Tianhao Cheng, Zihan Qiu, Zi-Li Wang +3 more
2025arXiv.org61 citations
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Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity
Anne Lauscher, Ivan Vulic, E. Ponti, A. Korhonen +1 more
2019International Conference on Computational Linguistics60 citations Open access
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
D. Gerz, Ivan Vulic, E. Ponti, Jason Naradowsky +2 more
2018Transactions of the Association for Computational Linguistics58 citations Open access
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Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
Benjamin Minixhofer, Ivan Vuli'c, E. Ponti
2025Neural Information Processing Systems52 citations Open access
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Probing the Emergence of Cross-lingual Alignment during LLM Training
He-Tong Wang, Pasquale Minervini, E. Ponti
2024Annual Meeting of the Association for Computational Linguistics52 citations
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Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
E. Ponti, Ivan Vulic, Goran Glavas, N. Mrksic +1 more
2018Conference on Empirical Methods in Natural Language Processing50 citations Open access
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SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke, Shijie Wu +51 more
2021Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology49 citations Open access
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Combining Parameter-efficient Modules for Task-level Generalisation
E. Ponti, A. Sordoni, Y. Bengio, Siva Reddy
2023Conference of the European Chapter of the Association for Computational Linguistics46 citations Open access
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Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP
E. Ponti, R. Reichart, A. Korhonen, Ivan Vulic
2018Annual Meeting of the Association for Computational Linguistics45 citations Open access
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Combining Modular Skills in Multitask Learning
E. Ponti, A. Sordoni, Y. Bengio, Siva Reddy
2022arXiv.org43 citations
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Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
E. Razumovskaia, Goran Glavaš, Olga Majewska, E. Ponti +2 more
2021Journal of Artificial Intelligence Research43 citations Open access
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Informing Unsupervised Pretraining with External Linguistic Knowledge
Anne Lauscher, Ivan Vulic, E. Ponti, A. Korhonen +1 more
2019arXiv.org42 citations
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Zero-Shot Tokenizer Transfer
Benjamin Minixhofer, E. Ponti, Ivan Vulić
2024Neural Information Processing Systems39 citations
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Multi-Head Adapter Routing for Cross-Task Generalization
Nicolas Le Roux, Lucas Page-Caccia, Matheus Pereira, E. Ponti +2 more
2022Neural Information Processing Systems39 citations
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Image Retrieval from Contextual Descriptions
Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal +2 more
2022Annual Meeting of the Association for Computational Linguistics39 citations Open access
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Inference-Time Hyper-Scaling with KV Cache Compression
Adrian La'ncucki, Konrad Staniszewski, Piotr Nawrot, E. Ponti
2025Neural Information Processing Systems38 citations
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Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation
Olga Majewska, E. Razumovskaia, E. Ponti, Ivan Vulic +1 more
2022Transactions of the Association for Computational Linguistics38 citations Open access
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The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs
Piotr Nawrot, Robert Li, Renjie Huang, Sebastian Ruder +2 more
2025Annual Meeting of the Association for Computational Linguistics37 citations
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LexFit: Lexical Fine-Tuning of Pretrained Language Models
Ivan Vulic, E. Ponti, A. Korhonen, Goran Glavas
2021Annual Meeting of the Association for Computational Linguistics37 citations Open access
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Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych +1 more
2023North American Chapter of the Association for Computational Linguistics35 citations Open access
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Post-hoc Reward Calibration: A Case Study on Length Bias
Zeyu Huang, Zihan Qiu, Zi-Li Wang, E. Ponti +1 more
2024International Conference on Learning Representations33 citations
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Scaling Sparse Fine-Tuning to Large Language Models
Alan Ansell, Ivan Vulić, Hannah Sterz, Anna Korhonen +1 more
2024arXiv.org32 citations
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Are Large Language Model Temporally Grounded?
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen +2 more
2023North American Chapter of the Association for Computational Linguistics32 citations
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Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages
E. Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic +2 more
2020Transactions of the Association for Computational Linguistics32 citations Open access
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Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse
E. Ponti, A. Korhonen
2017LSDSem@EACL29 citations Open access
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Training Plug-n-Play Knowledge Modules with Deep Context Distillation
Lucas Caccia, Alan Ansell, E. Ponti, Ivan Vuli'c +1 more
2025arXiv.org28 citations
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Cross-lingual Semantic Specialization via Lexical Relation Induction
E. Ponti, Ivan Vulic, Goran Glavas, R. Reichart +1 more
2019Conference on Empirical Methods in Natural Language Processing27 citations Open access
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AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples
Qian-Chu Liu, E. Ponti, Diana McCarthy, Ivan Vulic +1 more
2021Conference on Empirical Methods in Natural Language Processing26 citations Open access
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On the Independence Assumption in Neurosymbolic Learning
Emile van Krieken, Pasquale Minervini, E. Ponti, Antonio Vergari
2024International Conference on Machine Learning25 citations
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Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency
Diana Rodríguez Luna, E. Ponti, Dieuwke Hupkes, E. Bruni
2020Findings25 citations Open access
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Fine-tuning Large Language Models with Sequential Instructions
Han-Xu Hu, Simon Yu, Pinzhen Chen, E. Ponti
2024North American Chapter of the Association for Computational Linguistics24 citations
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