Laura Rimell
15 papers · 2008–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Core Methods
(3)
Generation
(3)
Models
(3)
Artificial Intelligence
(2)
Applications
(2)
Core AI
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
language model
(3)
representation learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
lexical semantics
(1)
question answering
(1)
neural machine translation
(1)
language modeling
(1)
marginal likelihood
(1)
predictive modeling
(1)
sequential model
(1)
semantic similarity
(1)
generative model
(1)
bilinear model
(1)
tree structure
(1)
recurrent neural network
(1)
structural bia
(1)
beam search
(1)
word embedding
(1)
model initialization
(1)
Papers
A Natural Bias for Language Generation Models
ACL 2023
You should evaluate your language model on marginal likelihood over tokenisations
EMNLP 2021
Probing Emergent Semantics in Predictive Agents via Question Answering
ICML 2020
Neural Generative Rhetorical Structure Parsing
EMNLP 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation
ACL 2019
Learning to Negate Adjectives with Bilinear Models
EACL 2017
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
ACL 2016
Exploiting Image Generality for Lexical Entailment Detection
ACL 2015
Distributional Lexical Entailment by Topic Coherence
EACL 2014
Multi-way Tensor Factorization for Unsupervised Lexical Acquisition
COLING 2012
Cambridge: Parser Evaluation Using Textual Entailment by Grammatical Relation Comparison
SemEval 2010
Chart Pruning for Fast Lexicalised-Grammar Parsing
COLING 2010
Evaluation of Dependency Parsers on Unbounded Dependencies
COLING 2010
Unbounded Dependency Recovery for Parser Evaluation
EMNLP 2009
Adapting a Lexicalized-Grammar Parser to Contrasting Domains
EMNLP 2008