Elia Bruni
30 papers · 2012–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (53) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(13)
🏆
Keyword Champion
(3)
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
(3)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
📈
Trend Setter
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Keyword Collector
(102)
Top co-authors
Research topics
Artificial Intelligence
(20)
Core AI
(20)
Machine Learning
(17)
Deep Learning
(11)
Natural Language Processing
(10)
Learning Types · Machine Learning
(9)
Architectures
(5)
Optimization & Theory
(5)
Core Methods
(4)
Generation
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(4)
Interdisciplinary
(3)
Applications
(3)
Linguistics
(3)
Keywords
neural network
(5)
attention mechanism
(4)
benchmark evaluation
(4)
referential game
(3)
emergent communication
(3)
language model
(3)
sequence-to-sequence model
(3)
recurrent neural network
(3)
multi-agent system
(3)
language emergence
(3)
multimodal learning
(3)
multi-agent communication
(3)
emergent language
(2)
large language model
(2)
multi-task learning
(2)
vision-language model
(2)
video understanding
(2)
representation learning
(2)
reinforcement learning
(2)
compositional generalization
(2)
Papers
Agents generalize to novel levels of abstraction by using adaptive linguistic strategies
ACL 2025
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs
EMNLP 2025
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs
EMNLP 2025
Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
EMNLP 2025
Context Shapes Emergent Communication about Concepts at Different Levels of Abstraction
COLING 2024
GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models
IJCAI 2024
Interpretability of Language Models via Task Spaces
ACL 2024
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning
CoNLL 2023
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses
EMNLP 2023
Emergence of Hierarchical Reference Systems in Multi-agent Communication
COLING 2022
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study
ACL 2022
Co-evolution of language and agents in referential games
EACL 2021
Language Modelling as a Multi-Task Problem
EACL 2021
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract)
IJCAI 2020
Internal and external pressures on language emergence: least effort, object constancy and frequency
EMNLP 2020
Location Attention for Extrapolation to Longer Sequences
ACL 2020
Modelling Form-Meaning Systematicity with Linguistic and Visual Features
AAAI 2020
The Grammar of Emergent Languages
EMNLP 2020
Assessing Incrementality in Sequence-to-Sequence Models
ACL 2019
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat
NAACL 2019
Learning to request guidance in emergent language
EMNLP 2019
On the Realization of Compositionality in Neural Networks
ACL 2019
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue
ACL 2019
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions
ACL 2019
Ask No More: Deciding when to guess in referential visual dialogue
COLING 2018
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world
ACL 2014
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts
EMNLP 2013
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers
ACL 2013
VSEM: An open library for visual semantics representation
ACL 2013
Distributional Semantics in Technicolor
ACL 2012