Laura Aina
10 papers · 2018–2025 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30)
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Research topics
Natural Language Processing
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Artificial Intelligence
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Machine Learning
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(3)
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(3)
Models
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Keywords
text classification
(2)
word embedding
(2)
language modeling
(2)
entity linking
(2)
language model
(2)
model compression
(2)
large language model
(2)
parameter sharing
(1)
coreference resolution
(1)
knowledge distillation
(1)
contextual information
(1)
contextual representation
(1)
lexical ambiguity
(1)
information preservation
(1)
fact verification
(1)
prompt compression
(1)
hidden representation
(1)
pre-trained language model
(1)
named entity recognition
(1)
model robustness
(1)
Papers
Understanding and Improving Information Preservation in Prompt Compression for LLMs
EMNLP 2025
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators
ACL 2024
Challenges in including extra-linguistic context in pre-trained language models
ACL 2022
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks
AACL 2022
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
CoNLL 2021
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation
EMNLP 2021
Putting Words in Context: LSTM Language Models and Lexical Ambiguity
ACL 2019
What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue
NAACL 2019
AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library
SemEval 2018
How to represent a word and predict it, too: Improving tied architectures for language modelling
EMNLP 2018