Elia Bruni

78 papers A* 9A 2B 4Journal 41Unranked 21
YearRankTypeTitle / Venue / Authors
2025 — conf
Agents generalize to novel levels of abstraction by using adaptive linguistic strategies.
ACL (Findings)
Kristina Kobrock, Xenia Ohmer, Elia Bruni, Nicole Gotzner
2025 — conf
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs.
EMNLP (Findings)
Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi, Nohayr Abdelmoneim, Julius Mayer, Elia Bruni
2025 J jnl
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs.
CoRR
Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi, Nohayr Abdelmoneim, Julius Mayer, Elia Bruni
2025 J jnl
Pixels to Principles: Probing Intuitive Physics Understanding in Multimodal Language Models.
CoRR
Mohamad Ballout, Serwan Jassim, Elia Bruni
2025 J jnl
Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering.
CoRR
Muhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad, Elia Bruni
2025 A* conf
iVISPAR - An Interactive Visual-Spatial Reasoning Benchmark for VLMs.
EMNLP
Julius Mayer, Mohamad Ballout, Serwan Jassim, Farbod Nosrat Nezami, Elia Bruni
2025 J jnl
iVISPAR - An Interactive Visual-Spatial Reasoning Benchmark for VLMs.
CoRR
Julius Mayer, Mohamad Ballout, Serwan Jassim, Farbod Nosrat Nezami, Elia Bruni
2024 J jnl
A Review of Nine Physics Engines for Reinforcement Learning Research.
CoRR
Michael Kaup, Cornelius Wolff, Hyerim Hwang, Julius Mayer, Elia Bruni
2024 — conf
Context Shapes Emergent Communication about Concepts at Different Levels of Abstraction.
LREC/COLING
Kristina Kobrock, Xenia Isabel Ohmer, Elia Bruni, Nicole Gotzner
2024 J jnl
Emergent Language in Open-Ended Environments.
CoRR
Cornelius Wolff, Julius Mayer, Elia Bruni, Xenia Ohmer
2024 J jnl
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency.
Comput. Linguistics
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
2024 J jnl
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency.
CoRR
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
2024 A* conf
GRASP: A Novel Benchmark for Evaluating Language GRounding and Situated Physics Understanding in Multimodal Language Models.
IJCAI
Serwan Jassim, Mario Holubar, Annika Richter, Cornelius Wolff, Xenia Ohmer, Elia Bruni
2024 — conf
Interpretability of Language Models via Task Spaces.
ACL (1)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
2024 J jnl
Interpretability of Language Models via Task Spaces.
CoRR
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
2023 J jnl
Curriculum Learning with Adam: The Devil Is in the Wrong Details.
CoRR
Lucas Weber, Jaap Jumelet, Paul Michel, Elia Bruni, Dieuwke Hupkes
2023 J jnl
GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models.
CoRR
Serwan Jassim, Mario Holubar, Annika Richter, Cornelius Wolff, Xenia Ohmer, Elia Bruni
2023 B conf
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning.
CoNLL
Lucas Weber, Elia Bruni, Dieuwke Hupkes
2023 J jnl
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning.
CoRR
Lucas Weber, Elia Bruni, Dieuwke Hupkes
2023 J jnl
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses.
CoRR
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
2023 J jnl
The ICL Consistency Test.
CoRR
Lucas Weber, Elia Bruni, Dieuwke Hupkes
2022 B conf
Emergence of Hierarchical Reference Systems in Multi-agent Communication.
COLING
Xenia Ohmer, Marko Duda, Elia Bruni
2022 J jnl
Emergence of hierarchical reference systems in multi-agent communication.
CoRR
Xenia Ohmer, Marko Duda, Elia Bruni
2022 — conf
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study.
ACL (1)
Verna Dankers, Elia Bruni, Dieuwke Hupkes
2021 A conf
Co-evolution of language and agents in referential games.
EACL
Gautier Dagan, Dieuwke Hupkes, Elia Bruni
2021 A conf
Language Modelling as a Multi-Task Problem.
EACL
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
2021 J jnl
Language Modelling as a Multi-Task Problem.
CoRR
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
2021 J jnl
The paradox of the compositionality of natural language: a neural machine translation case study.
CoRR
Verna Dankers, Elia Bruni, Dieuwke Hupkes
2020 J jnl
Co-evolution of language and agents in referential games.
CoRR
Gautier Dagan, Dieuwke Hupkes, Elia Bruni
2020 J jnl
Compositional properties of emergent languages in deep learning.
CoRR
Bence Keresztury, Elia Bruni
2020 J jnl
Compositionality Decomposed: How do Neural Networks Generalise?
J. Artif. Intell. Res.
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2020 A* conf
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract).
IJCAI
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2020 J jnl
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning.
CoRR
Michiel van der Meer, Matteo Pirotta, Elia Bruni
2020 J jnl
Incentivizing the Emergence of Grounded Discrete Communication Between General Agents.
CoRR
Thomas A. Unger, Elia Bruni
2020 — conf
Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency.
EMNLP (Findings)
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
2020 J jnl
Internal and external pressures on language emergence: least effort, object constancy and frequency.
CoRR
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
2020 A* conf
Location Attention for Extrapolation to Longer Sequences.
ACL
Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni
2020 A* conf
Modelling Form-Meaning Systematicity with Linguistic and Visual Features.
AAAI
Arie Soeteman, E. Dario Gutiérrez, Elia Bruni, Ekaterina Shutova
2020 — conf
The Grammar of Emergent Languages.
EMNLP (1)
Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes
2020 J jnl
The Grammar of Emergent Languages.
CoRR
Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes
2019 — conf
Assessing Incrementality in Sequence-to-Sequence Models.
RepL4NLP@ACL
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
2019 J jnl
Assessing incrementality in sequence-to-sequence models.
CoRR
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
2019 — conf
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat.
NAACL-HLT (1)
Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernández
2019 J jnl
Learning to Request Guidance in Emergent Communication.
CoRR
Benjamin Kolb, Leon Lang, Henning Bartsch, Arwin Gansekoele, Raymond Koopmanschap, Leonardo Romor, David Speck, Mathijs Mul, Elia Bruni
2019 — conf
Learning to request guidance in emergent language.
LANTERN@EMNLP-IJCNLP
Benjamin Kolb, Leon Lang, Henning Bartsch, Arwin Gansekoele, Raymond Koopmanschap, Leonardo Romor, David Speck, Mathijs Mul, Elia Bruni
2019 J jnl
Location Attention for Extrapolation to Longer Sequences.
CoRR
Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni
2019 J jnl
Mastering emergent language: learning to guide in simulated navigation.
CoRR
Mathijs Mul, Diane Bouchacourt, Elia Bruni
2019 — conf
On the Realization of Compositionality in Neural Networks.
BlackboxNLP@ACL
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
2019 J jnl
On the Realization of Compositionality in Neural Networks.
CoRR
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
2019 — conf
The Fast and the Flexible: Training Neural Networks to Learn to Follow Instructions from Small Data.
IWCS (1)
Rezka Leonandya, Dieuwke Hupkes, Elia Bruni, Germán Kruszewski
2019 — conf
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue.
ACL (1)
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, Raquel Fernández
2019 J jnl
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue.
CoRR
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, Raquel Fernández
2019 J jnl
The compositionality of neural networks: integrating symbolism and connectionism.
CoRR
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
2019 — conf
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions.
BlackboxNLP@ACL
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
2019 J jnl
Transcoding compositionally: using attention to find more generalizable solutions.
CoRR
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
2018 — conf
Adding Object Detection Skills to Visual Dialogue Agents.
ECCV Workshops (4)
Gabriele Bani, Davide Belli, Gautier Dagan, Alexander Geenen, Andrii Skliar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Raquel Fernández
2018 B conf
Ask No More: Deciding when to guess in referential visual dialogue.
COLING
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
2018 J jnl
Ask No More: Deciding when to guess in referential visual dialogue.
CoRR
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
2018 J jnl
Jointly Learning to See, Ask, and GuessWhat.
CoRR
Aashish Venkatesh, Ravi Shekhar, Tim Baumgärtner, Elia Bruni, Raffaella Bernardi, Raquel Fernández
2018 J jnl
Learning compositionally through attentive guidance.
CoRR
Dieuwke Hupkes, Anand Singh, Kris Korrel, Germán Kruszewski, Elia Bruni
2018 J jnl
The Fast and the Flexible: training neural networks to learn to follow instructions from small data.
CoRR
Rezka Leonandya, Elia Bruni, Dieuwke Hupkes, Germán Kruszewski
2017 — conf
Adversarial evaluation for open-domain dialogue generation.
SIGDIAL Conference
Elia Bruni, Raquel Fernández
2017 J jnl
Gland segmentation in colon histology images: The glas challenge contest.
Medical Image Anal.
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
2016 J jnl
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest.
CoRR
Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot
2015 J jnl
Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory.
ACM Trans. Interact. Intell. Syst.
Andreza Sartori, Victoria Yanulevskaya, Almila Akdag Salah, Jasper R. R. Uijlings, Elia Bruni, Nicu Sebe
2015 J jnl
Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text.
NeuroImage
Andrew J. Anderson, Elia Bruni, Alessandro Lopopolo, Massimo Poesio, Marco Baroni
2014 A* conf
Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures.
ACM Multimedia
Fabio Celli, Elia Bruni, Bruno Lepri
2014 — conf
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world.
ACL (1)
Angeliki Lazaridou, Elia Bruni, Marco Baroni
2014 J jnl
Multimodal Distributional Semantics.
J. Artif. Intell. Res.
Elia Bruni, Nam-Khanh Tran, Marco Baroni
2013 — —
Multimodal Distributional Semantics.
Elia Bruni
2013 A* conf
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts.
EMNLP
Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni
2013 — conf
VSEM: An open library for visual semantics representation.
ACL (Conference System Demonstrations)
Elia Bruni, Ulisse Bordignon, Adam Liska, Jasper R. R. Uijlings, Irina Sergienya
2013 — conf
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers.
ACL (Tutorial Abstracts)
Elia Bruni, Marco Baroni
2012 B conf
Automatic Analysis of Multimodal Requirements: A Research Preview.
REFSQ
Elia Bruni, Alessio Ferrari, Norbert Seyff, Gabriele Tolomei
2012 — conf
Distributional Semantics in Technicolor.
ACL (1)
Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran
2012 A* conf
Distributional semantics with eyes: using image analysis to improve computational representations of word meaning.
ACM Multimedia
Elia Bruni, Jasper R. R. Uijlings, Marco Baroni, Nicu Sebe
2012 A* conf
In the eye of the beholder: employing statistical analysis and eye tracking for analyzing abstract paintings.
ACM Multimedia
Victoria Yanulevskaya, Jasper R. R. Uijlings, Elia Bruni, Andreza Sartori, Elisa Zamboni, Francesca Bacci, David Melcher, Nicu Sebe
2011 — conf
Distributional semantics from text and images.
GEMS
Elia Bruni, Giang Binh Tran, Marco Baroni