Martha Lewis
11 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(7)
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
❓
The Questioner
💎
Century Club
(11)
Conferences
EMNLP (4)
ACL (2)
CONLL (1)
EACL (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
multitask learning
(2)
metaphor identification
(2)
emotion prediction
(2)
word sense disambiguation
(2)
vision-language model
(2)
representation learning
(2)
natural language processing
(2)
density matrix
(2)
lexical ambiguity
(2)
joint learning
(1)
density matrices
(1)
vector space
(1)
distributional semantics
(1)
diffusion model
(1)
paraphrase generation
(1)
parameter sharing
(1)
canonical correlation
(1)
compositional generalization
(1)
word embedding
(1)
mechanistic interpretability
(1)
Papers
Quantifying Compositionality of Classic and State-of-the-Art Embeddings
EMNLP 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey
ACL 2025
Evaluating Compositional Generalisation in VLMs and Diffusion Models
EMNLP 2025
Metaphor Understanding Challenge Dataset for LLMs
ACL 2024
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models
EACL 2024
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective
NAACL 2021
Modelling Lexical Ambiguity with Density Matrices
EMNLP 2020
Modelling Lexical Ambiguity with Density Matrices
CONLL 2020
Modelling the interplay of metaphor and emotion through multitask learning
EMNLP 2019
Modelling the interplay of metaphor and emotion through multitask learning
IJCNLP 2019
Concept Generation in Language Evolution
IJCAI 2013