Laura Aina

Researcher, Amazon

Joined

July 2019

Names

Laura Aina

Emails

****@upf.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

Universitat Pompeu Fabra (upf.edu)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators
Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluis Marquez
- ACL 2024
- Readers: Everyone
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators
Matéo Mahaut, Laura Aina, Paula Czarnowska, Momchil Hardalov, Thomas Müller, Lluis Marquez
- ACL 2024
- Readers: Everyone
Challenges in including extra-linguistic context in pre-trained language models
Ionut Sorodoc, Laura Aina, Gemma Boleda
- Published: 01 Jan 2022, Last Modified: 07 Jun 2023
- Insights@ACL 2022
- Readers: Everyone
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks
Laura Aina, Nikos Voskarides, Roi Blanco
- Published: 01 Jan 2022, Last Modified: 07 Jun 2023
- AACL/IJCNLP (2) 2022
- Readers: Everyone
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
Laura Aina, Xixian Liao, Gemma Boleda, Matthijs Westera
- Published: 01 Jan 2021, Last Modified: 07 Jun 2023
- CoNLL 2021
- Readers: Everyone
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation
Laura Aina, Tal Linzen
- Published: 01 Jan 2021, Last Modified: 07 Jun 2023
- BlackboxNLP@EMNLP 2021
- Readers: Everyone
Modeling word interpretation with deep language models: The interaction between expectations and lexical information
Laura Aina, Thomas Brochhagen, Gemma Boleda
- 2020 (modified: 22 Dec 2021)
- CogSci 2020
- Readers: Everyone
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
- 2019 (modified: 12 Nov 2022)
- NAACL-HLT (1) 2019
- Readers: Everyone
Putting Words in Context: LSTM Language Models and Lexical Ambiguity
Laura Aina, Kristina Gulordava, Gemma Boleda
- 2019 (modified: 22 Dec 2021)
- ACL (1) 2019
- Readers: Everyone
How to represent a word and predict it, too: improving tied architectures for language modelling
Kristina Gulordava, Laura Aina, Gemma Boleda
- 2018 (modified: 13 Dec 2023)
- EMNLP 2018
- Readers: Everyone

View all 12 publications

Co-Authors