Laura Aina
12 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (6)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(40)
π
Conference Polyglot
(7)
π§¬
Topic Evolution
π
Century Club
(12)
ποΈ
Keyword Collector
(57)
β
The Questioner
(3)
Conferences
EMNLP (4)
ACL (3)
AACL (1)
CONLL (1)
IJCNLP (1)
NAACL (1)
SEMEVAL (1)
Top co-authors
Research topics
Keywords
text classification
(3)
model compression
(3)
language model
(3)
knowledge distillation
(2)
entity linking
(2)
coreference resolution
(2)
morphosyntactic type
(2)
referent predictability
(2)
pre-trained language model
(2)
language modeling
(2)
word embedding
(2)
large language model
(2)
masked coreference
(2)
contextual representation
(1)
referring expression
(1)
contextual information
(1)
fact verification
(1)
natural language processing
(1)
lexical ambiguity
(1)
information preservation
(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
Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks
AACL 2022
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
IJCNLP 2022
The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation
EMNLP 2021
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
CONLL 2021
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
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
How to represent a word and predict it, too: Improving tied architectures for language modelling
EMNLP 2018
AMORE-UPF at SemEval-2018 Task 4: BiLSTM with Entity Library
SEMEVAL 2018