Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Elastic Weight Removal for Faithful and Abstractive Dialogue Generation.

[BibT_eX]

[DOI]

Nico Daheim

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Towards Modular LLMs by Building and Reusing a Library of LoRAs.

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[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On the Independence Assumption in Neurosymbolic Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Model Merging by Uncertainty-Based Gradient Matching.

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[DOI]

Mohammad Emtiyaz Khan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Probing the Emergence of Cross-lingual Alignment during LLM Training.

[BibT_eX]

[DOI]

Hetong Wang

Pasquale Minervini

Edoardo M. Ponti

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Modular Deep Learning.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation.

[BibT_eX]

[DOI]

Olga Majewska

Evgeniia Razumovskaia

Edoardo Maria Ponti

Ivan Vulic

Anna Korhonen

Trans. Assoc. Comput. Linguistics, 2023

Are Large Language Models Temporally Grounded?

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Head Adapter Routing for Cross-Task Generalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Detecting and Mitigating Hallucinations in Multilingual Summarisation.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Combining Parameter-efficient Modules for Task-level Generalisation.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Efficient Transformers with Dynamic Token Pooling.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

FaithDial: A Faithful Benchmark for Information-Seeking Dialogue.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Evgeniia Razumovskaia

J. Artif. Intell. Res., 2022

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning.

[BibT_eX]

[DOI]

CoRR, 2022

Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders.

[BibT_eX]

[DOI]

CoRR, 2022

Combining Modular Skills in Multitask Learning.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Alessandro Sordoni

Siva Reddy

CoRR, 2022

On Interpretable Reranking-Based Dependency Parsing Systems.

[BibT_eX]

[DOI]

Proceedings of the Swiss Text Analytics Conference 2022, Lugano, 2022

Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models.

[BibT_eX]

[DOI]

Karolina Stanczak

Edoardo M. Ponti

Lucas Torroba Hennigen

Ryan Cotterell

Isabelle Augenstein

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

UniMorph 4.0: Universal Morphology.

[BibT_eX]

[DOI]

Khuyagbaatar Batsuren

Jaime Rafael Montoya Samame

Delio Siticonatzi Camaiteri

Gema Celeste Silva Villegas

Lucas Torroba Hennigen

Adam Ek

David Guriel

Peter Dirix

Jean-Philippe Bernardy

Andrey Scherbakov

Aziyana Bayyr-ool

Antonios Anastasopoulos

Natalia Krizhanovskaya

Jonathan North Washington

Maria Nepomniashchaya

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Natural Language Processing for Multilingual Task-Oriented Dialogue.

[BibT_eX]

[DOI]

Evgeniia Razumovskaia

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

Image Retrieval from Contextual Descriptions.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Composable Sparse Fine-Tuning for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

Modelling Latent Translations for Cross-Lingual Transfer.

[BibT_eX]

[DOI]

CoRR, 2021

SIGTYP 2021 Shared Task: Robust Spoken Language Identification.

[BibT_eX]

[DOI]

CoRR, 2021

AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2021

Differentiable Generative Phonology.

[BibT_eX]

[DOI]

Shijie Wu

Edoardo Maria Ponti

Ryan Cotterell

CoRR, 2021

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Visually Grounded Reasoning across Languages and Cultures.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

LexFit: Lexical Fine-Tuning of Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Minimax and Neyman-Pearson Meta-Learning for Outlier Languages.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Verb Knowledge Injection for Multilingual Event Processing.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

SIGTYP 2020 Shared Task: Prediction of Typological Features.

[BibT_eX]

[DOI]

Giuseppe G. A. Celano

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity.

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection.

[BibT_eX]

[DOI]

Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, 2020

Probing Pretrained Language Models for Lexical Semantics.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Emergent Communication Pretraining for Few-Shot Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Informing Unsupervised Pretraining with External Linguistic Knowledge.

[BibT_eX]

[DOI]

CoRR, 2019

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing.

[BibT_eX]

[DOI]

Comput. Linguistics, 2019

Specializing Distributional Vectors of All Words for Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Representation Learning for NLP, 2019

Cross-lingual Semantic Specialization via Lexical Relation Induction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Zero-shot Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Semantic Specialization of Distributional Word Vectors.

[BibT_eX]

[DOI]

Goran Glavas

Edoardo Maria Ponti

Ivan Vulic

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2018

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Decoding Sentiment from Distributed Representations of Sentences.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Ivan Vulic

Anna Korhonen

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Anna Korhonen

Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017

2016

Differentia compositionem facit. A Slower-Paced and Reliable Parser for Latin.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Marco Passarotti

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Grounding the Lexical Sets of Causative-Inchoative Verbs with Word Embedding.

[BibT_eX]

[DOI]

Edoardo Maria Ponti

Elisabetta Jezek

Bernardo Magnini

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Edoardo Maria Ponti

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