Elia Bruni

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Multilayer Feedforward

Reinforcement Learning

Top Venues

Publications

Kristina Kobrock, Xenia Isabel Ohmer, Elia Bruni, Nicole Gotzner
Context Shapes Emergent Communication about Concepts at Different Levels of Abstraction. LREC/COLING (2024)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Interpretability of Language Models via Task Spaces. CoRR (2024)
Michael Kaup, Cornelius Wolff, Hyerim Hwang, Julius Mayer, Elia Bruni
A Review of Nine Physics Engines for Reinforcement Learning Research. CoRR (2024)
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency. CoRR (2024)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Interpretability of Language Models via Task Spaces. ACL (1) (2024)
Lucas Weber, Jaap Jumelet, Paul Michel, Elia Bruni, Dieuwke Hupkes
Curriculum Learning with Adam: The Devil Is in the Wrong Details. CoRR (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning. CoNLL (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
The ICL Consistency Test. CoRR (2023)
Serwan Jassim, Mario Holubar, Annika Richter, Cornelius Wolff, Xenia Ohmer, Elia Bruni
GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models. CoRR (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning. CoRR (2023)
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses. CoRR (2023)
Xenia Ohmer, Marko Duda, Elia Bruni
Emergence of Hierarchical Reference Systems in Multi-agent Communication. COLING (2022)
Verna Dankers, Elia Bruni, Dieuwke Hupkes
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study. ACL (1) (2022)
Xenia Ohmer, Marko Duda, Elia Bruni
Emergence of hierarchical reference systems in multi-agent communication. CoRR (2022)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Language Modelling as a Multi-Task Problem. CoRR (2021)
Gautier Dagan, Dieuwke Hupkes, Elia Bruni
Co-evolution of language and agents in referential games. EACL (2021)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Language Modelling as a Multi-Task Problem. EACL (2021)
Verna Dankers, Elia Bruni, Dieuwke Hupkes
The paradox of the compositionality of natural language: a neural machine translation case study. CoRR (2021)
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract). IJCAI (2020)
Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes
The Grammar of Emergent Languages. CoRR (2020)
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency. EMNLP (Findings) (2020)
Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni
Location Attention for Extrapolation to Longer Sequences. ACL (2020)
Michiel van der Meer, Matteo Pirotta, Elia Bruni
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning. CoRR (2020)
Thomas A. Unger, Elia Bruni
Incentivizing the Emergence of Grounded Discrete Communication Between General Agents. CoRR (2020)
Arie Soeteman, E. Dario Gutiérrez, Elia Bruni, Ekaterina Shutova
Modelling Form-Meaning Systematicity with Linguistic and Visual Features. AAAI (2020)
Bence Keresztury, Elia Bruni
Compositional properties of emergent languages in deep learning. CoRR (2020)
Gautier Dagan, Dieuwke Hupkes, Elia Bruni
Co-evolution of language and agents in referential games. CoRR (2020)
Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes
The Grammar of Emergent Languages. EMNLP (1) (2020)
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
Compositionality Decomposed: How do Neural Networks Generalise? J. Artif. Intell. Res. 67 (2020)
Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni
Internal and external pressures on language emergence: least effort, object constancy and frequency. CoRR (2020)
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
On the Realization of Compositionality in Neural Networks. BlackboxNLP@ACL (2019)
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, Raquel Fernández
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue. CoRR (2019)
Benjamin Kolb, Leon Lang, Henning Bartsch, Arwin Gansekoele, Raymond Koopmanschap, Leonardo Romor, David Speck, Mathijs Mul, Elia Bruni
Learning to Request Guidance in Emergent Communication. CoRR (2019)
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions. BlackboxNLP@ACL (2019)
Rezka Leonandya, Dieuwke Hupkes, Elia Bruni, Germán Kruszewski
The Fast and the Flexible: Training Neural Networks to Learn to Follow Instructions from Small Data. IWCS (1) (2019)
Kris Korrel, Dieuwke Hupkes, Verna Dankers, Elia Bruni
Transcoding compositionally: using attention to find more generalizable solutions. CoRR (2019)
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
Assessing incrementality in sequence-to-sequence models. CoRR (2019)
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
Assessing Incrementality in Sequence-to-Sequence Models. RepL4NLP@ACL (2019)
Mathijs Mul, Diane Bouchacourt, Elia Bruni
Mastering emergent language: learning to guide in simulated navigation. CoRR (2019)
Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernández
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. NAACL-HLT (1) (2019)
Joris Baan, Jana Leible, Mitja Nikolaus, David Rau, Dennis Ulmer, Tim Baumgärtner, Dieuwke Hupkes, Elia Bruni
On the Realization of Compositionality in Neural Networks. CoRR (2019)
Dieuwke Hupkes, Verna Dankers, Mathijs Mul, Elia Bruni
The compositionality of neural networks: integrating symbolism and connectionism. CoRR (2019)
Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni
Location Attention for Extrapolation to Longer Sequences. CoRR (2019)
Benjamin Kolb, Leon Lang, Henning Bartsch, Arwin Gansekoele, Raymond Koopmanschap, Leonardo Romor, David Speck, Mathijs Mul, Elia Bruni
Learning to request guidance in emergent language. LANTERN@EMNLP-IJCNLP (2019)
Janosch Haber, Tim Baumgärtner, Ece Takmaz, Lieke Gelderloos, Elia Bruni, Raquel Fernández
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue. ACL (1) (2019)
Aashish Venkatesh, Ravi Shekhar, Tim Baumgärtner, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Jointly Learning to See, Ask, and GuessWhat. CoRR (2018)
Dieuwke Hupkes, Anand Singh, Kris Korrel, Germán Kruszewski, Elia Bruni
Learning compositionally through attentive guidance. CoRR (2018)
Gabriele Bani, Davide Belli, Gautier Dagan, Alexander Geenen, Andrii Skliar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Raquel Fernández
Adding Object Detection Skills to Visual Dialogue Agents. ECCV Workshops (4) (2018)
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Ask No More: Deciding when to guess in referential visual dialogue. CoRR (2018)
Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi, Raquel Fernández
Ask No More: Deciding when to guess in referential visual dialogue. COLING (2018)
Rezka Leonandya, Elia Bruni, Dieuwke Hupkes, Germán Kruszewski
The Fast and the Flexible: training neural networks to learn to follow instructions from small data. CoRR (2018)
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
Gland segmentation in colon histology images: The glas challenge contest. Medical Image Anal. 35 (2017)
Elia Bruni, Raquel Fernández
Adversarial evaluation for open-domain dialogue generation. SIGDIAL Conference (2017)
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
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest. CoRR (2016)
Andreza Sartori, Victoria Yanulevskaya, Alkim Almila Akdag Salah, Jasper R. R. Uijlings, Elia Bruni, Nicu Sebe
Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory. ACM Trans. Interact. Intell. Syst. 5 (2) (2015)
Andrew J. Anderson, Elia Bruni, Alessandro Lopopolo, Massimo Poesio, Marco Baroni
Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text. NeuroImage 120 (2015)
Fabio Celli, Elia Bruni, Bruno Lepri
Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures. ACM Multimedia (2014)
Angeliki Lazaridou, Elia Bruni, Marco Baroni
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. ACL (1) (2014)
Elia Bruni, Nam-Khanh Tran, Marco Baroni
Multimodal Distributional Semantics. J. Artif. Intell. Res. 49 (2014)
Elia Bruni, Marco Baroni
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers. ACL (Tutorial Abstracts) (2013)
Elia Bruni, Ulisse Bordignon, Adam Liska, Jasper R. R. Uijlings, Irina Sergienya
VSEM: An open library for visual semantics representation. ACL (Conference System Demonstrations) (2013)
Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts. EMNLP (2013)
Elia Bruni, Jasper R. R. Uijlings, Marco Baroni, Nicu Sebe
Distributional semantics with eyes: using image analysis to improve computational representations of word meaning. ACM Multimedia (2012)
Victoria Yanulevskaya, Jasper R. R. Uijlings, Elia Bruni, Andreza Sartori, Elisa Zamboni, Francesca Bacci, David Melcher, Nicu Sebe
In the eye of the beholder: employing statistical analysis and eye tracking for analyzing abstract paintings. ACM Multimedia (2012)
Elia Bruni, Alessio Ferrari, Norbert Seyff, Gabriele Tolomei
Automatic Analysis of Multimodal Requirements: A Research Preview. REFSQ (2012)
Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran
Distributional Semantics in Technicolor. ACL (1) (2012)
Elia Bruni, Giang Binh Tran, Marco Baroni
Distributional semantics from text and images. GEMS (2011)