Gemma Boleda
30 papers · 2004–2025 · 7 venues · across top CS/AI venues
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word embedding
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language modeling
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entity linking
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image retrieval
(1)
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transfer learning
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semantic analysis
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lexical ambiguity
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text representation
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named entity recognition
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text classification
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model analysis
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contextual representation
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contextual information
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Papers
LLMs as a synthesis between symbolic and distributed approaches to language
EMNLP 2025
NeLLCom-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use
EMNLP 2025
Not a nuisance but a useful heuristic: Outlier dimensions favor frequent tokens in language models
EMNLP 2025
Why do objects have many names? A study on word informativeness in language use and lexical systems
EMNLP 2024
Run Like a Girl! Sport-Related Gender Bias in Language and Vision
ACL 2023
The Impact of Familiarity on Naming Variation: A Study on Object Naming in Mandarin Chinese
CoNLL 2023
Challenges in including extra-linguistic context in pre-trained language models
ACL 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning
EMNLP 2022
The interaction between cognitive ease and informativeness shapes the lexicons of natural languages
COLING 2022
Controlled tasks for model analysis: Retrieving discrete information from sequences
EMNLP 2021
Does referent predictability affect the choice of referential form? A computational approach using masked coreference resolution
CoNLL 2021
Humans Meet Models on Object Naming: A New Dataset and Analysis
COLING 2020
Probing for Referential Information in Language Models
ACL 2020
Putting Words in Context: LSTM Language Models and Lexical Ambiguity
ACL 2019
Short-Term Meaning Shift: A Distributional Exploration
NAACL 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
Instances and concepts in distributional space
EACL 2017
Convolutional Neural Network Language Models
EMNLP 2016
The LAMBADA dataset: Word prediction requiring a broad discourse context
ACL 2016
Distributional vectors encode referential attributes
EMNLP 2015
Inclusive yet Selective: Supervised Distributional Hypernymy Detection
COLING 2014
UTexas: Natural Language Semantics using Distributional Semantics and Probabilistic Logic
SemEval 2014
Distributional Semantics in Technicolor
ACL 2012
First Order vs. Higher Order Modification in Distributional Semantics
EMNLP 2012
Regular polysemy: A distributional model
SemEval 2012
Modelling Polysemy in Adjective Classes by Multi-Label Classification
EMNLP 2007
Acquisition of Semantic Classes for Adjectives from Distributional Evidence
COLING 2004
The Influence of Argument Structure on Semantic Role Assignment
EMNLP 2004