Laura Aina

According to our database, Laura Aina authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators.

Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluís Màrquez

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2022

Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks.

Laura Aina, Nikos Voskarides, Roi Blanco

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Challenges in including extra-linguistic context in pre-trained language models.

Ionut Sorodoc, Laura Aina, Gemma Boleda

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution.

Laura Aina, Xixian Liao, Gemma Boleda, Matthijs Westera

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation.

Laura Aina, Tal Linzen

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020

Modeling word interpretation with deep language models: The interaction between expectations and lexical information.

Laura Aina, Thomas Brochhagen, Gemma Boleda

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue.

Laura Aina, Carina Silberer, Ionut-Teodor Sorodoc, Matthijs Westera, Gemma Boleda

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Putting Words in Context: LSTM Language Models and Lexical Ambiguity.

Laura Aina, Kristina Gulordava, Gemma Boleda

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library.

Laura Aina, Carina Silberer, Ionut-Teodor Sorodoc, Matthijs Westera, Gemma Boleda

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

How to represent a word and predict it, too: improving tied architectures for language modelling.

Kristina Gulordava, Laura Aina, Gemma Boleda

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

A Distributional Study of Negated Adjectives and Antonyms.

Laura Aina, Raffaella Bernardi, Raquel Fernández

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018