Dieuwke Hupkes

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 79

Top Topics

Hierarchical Structure

Extended Abstract

Top Venues

BlackboxNLP@EMNLP

Publications

Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Interpretability of Language Models via Task Spaces. CoRR (2024)
Lovish Madaan, Aaditya K. Singh, Rylan Schaeffer, Andrew Poulton, Sanmi Koyejo, Pontus Stenetorp, Sharan Narang, Dieuwke Hupkes
Quantifying Variance in Evaluation Benchmarks. CoRR (2024)
Aman Singh Thakur, Kartik Choudhary, Venkat Srinik Ramayapally, Sankaran Vaidyanathan, Dieuwke Hupkes
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges. CoRR (2024)
Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, Anirudh Goyal, Anthony Hartshorn, Aobo Yang, Archi Mitra, Archie Sravankumar, Artem Korenev, Arthur Hinsvark, Arun Rao, Aston Zhang, Aurélien Rodriguez, Austen Gregerson, Ava Spataru, Baptiste Rozière, Bethany Biron, Binh Tang, Bobbie Chern, Charlotte Caucheteux, Chaya Nayak, Chloe Bi, Chris Marra, Chris McConnell, Christian Keller, Christophe Touret, Chunyang Wu, Corinne Wong, Cristian Canton Ferrer, Cyrus Nikolaidis, Damien Allonsius, Daniel Song, Danielle Pintz, Danny Livshits, David Esiobu, Dhruv Choudhary, Dhruv Mahajan, Diego Garcia-Olano, Diego Perino, Dieuwke Hupkes, Egor Lakomkin, Ehab AlBadawy, Elina Lobanova, Emily Dinan, Eric Michael Smith, Filip Radenovic, Frank Zhang, Gabriel Synnaeve, Gabrielle Lee, Georgia Lewis Anderson, Graeme Nail, Grégoire Mialon, Guan Pang, Guillem Cucurell, Hailey Nguyen, Hannah Korevaar, Hu Xu, Hugo Touvron, Iliyan Zarov, Imanol Arrieta Ibarra, Isabel M. Kloumann, Ishan Misra, Ivan Evtimov, Jade Copet, Jaewon Lee, Jan Geffert, Jana Vranes, Jason Park, Jay Mahadeokar, Jeet Shah, Jelmer van der Linde, Jennifer Billock, Jenny Hong, Jenya Lee, Jeremy Fu, Jianfeng Chi, Jianyu Huang, Jiawen Liu, Jie Wang, Jiecao Yu, Joanna Bitton, Joe Spisak, Jongsoo Park, Joseph Rocca, Joshua Johnstun, Joshua Saxe, Junteng Jia, Kalyan Vasuden Alwala, Kartikeya Upasani, Kate Plawiak, Ke Li, Kenneth Heafield, Kevin Stone, et al.
The Llama 3 Herd of Models. 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)
Verna Dankers, Ivan Titov, Dieuwke Hupkes
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation. EMNLP (2023)
Kaiser Sun, Adina Williams, Dieuwke Hupkes
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks. CoRR (2023)
Lucas Weber, Jaap Jumelet, Paul Michel, Elia Bruni, Dieuwke Hupkes
Curriculum Learning with Adam: The Devil Is in the Wrong Details. CoRR (2023)
Valentin Taillandier, Dieuwke Hupkes, Benoît Sagot, Emmanuel Dupoux, Paul Michel
Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication. ICLR (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Verna Dankers, Ivan Titov, Dieuwke Hupkes
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation. CoRR (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning. CoNLL (2023)
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos E. Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
A taxonomy and review of generalization research in NLP. Nat. Mac. Intell. 5 (10) (2023)
Kaiser Sun, Adina Williams, Dieuwke Hupkes
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks. CoNLL (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
The ICL Consistency Test. CoRR (2023)
Lucas Weber, Elia Bruni, Dieuwke Hupkes
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning. CoRR (2023)
Youssef Benchekroun, Megi Dervishi, Mark Ibrahim, Jean-Baptiste Gaya, Xavier Martinet, Grégoire Mialon, Thomas Scialom, Emmanuel Dupoux, Dieuwke Hupkes, Pascal Vincent
WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models. CoRR (2023)
Xenia Ohmer, Elia Bruni, Dieuwke Hupkes
Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses. CoRR (2023)
Itay Itzhak, Koustuv Sinha, Brenden M. Lake, Adina Williams, Dieuwke Hupkes
Evaluating locality in NMT models. CogSci (2022)
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers, Mikel Artetxe, Yanai Elazar, Tiago Pimentel, Christos Christodoulopoulos, Karim Lasri, Naomi Saphra, Arabella Sinclair, Dennis Ulmer, Florian Schottmann, Khuyagbaatar Batsuren, Kaiser Sun, Koustuv Sinha, Leila Khalatbari, Maria Ryskina, Rita Frieske, Ryan Cotterell, Zhijing Jin
State-of-the-art generalisation research in NLP: a taxonomy and review. CoRR (2022)
Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab
Text Characterization Toolkit. CoRR (2022)
Yair Lakretz, Théo Desbordes, Dieuwke Hupkes, Stanislas Dehaene
Can Transformers Process Recursive Nested Constructions, Like Humans? COLING (2022)
Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams
The Curious Case of Absolute Position Embeddings. EMNLP (Findings) (2022)
Verna Dankers, Elia Bruni, Dieuwke Hupkes
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study. ACL (1) (2022)
Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams
The Curious Case of Absolute Position Embeddings. CoRR (2022)
Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov
Sparse Interventions in Language Models with Differentiable Masking. BlackboxNLP@EMNLP (2022)
Daniel Simig, Tianlu Wang, Verna Dankers, Peter Henderson, Khuyagbaatar Batsuren, Dieuwke Hupkes, Mona T. Diab
Text Characterization Toolkit (TCT). AACL/IJCNLP (System Demonstrations) (2022)
Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. CoRR (2021)
Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes
Language Modelling as a Multi-Task Problem. CoRR (2021)
Jaap Jumelet, Milica Denic, Jakub Szymanik, Dieuwke Hupkes, Shane Steinert-Threlkeld
Language Models Use Monotonicity to Assess NPI Licensing. CoRR (2021)
Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes
How BPE Affects Memorization in Transformers. CoRR (2021)
Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little. EMNLP (1) (2021)
Jaap Jumelet, Milica Denic, Jakub Szymanik, Dieuwke Hupkes, Shane Steinert-Threlkeld
Language Models Use Monotonicity to Assess NPI Licensing. ACL/IJCNLP (Findings) (2021)
Yair Lakretz, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene
Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans. CoRR (2021)
Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov
Sparse Interventions in Language Models with Differentiable Masking. CoRR (2021)
Maartje ter Hoeve, Evgeny Kharitonov, Dieuwke Hupkes, Emmanuel Dupoux
Towards Interactive Language Modeling. CoRR (2021)
Tom Kersten, Hugh Mee Wong, Jaap Jumelet, Dieuwke Hupkes
Attention vs non-attention for a Shapley-based explanation method. DeeLIO@NAACL-HLT (2021)
Gautier Dagan, Dieuwke Hupkes, Elia Bruni
Co-evolution of language and agents in referential games. EACL (2021)
Verna Dankers, Anna Langedijk, Kate McCurdy, Adina Williams, Dieuwke Hupkes
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network. CoNLL (2021)
Tom Kersten, Hugh Mee Wong, Jaap Jumelet, Dieuwke Hupkes
Attention vs non-attention for a Shapley-based explanation method. CoRR (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)
Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito, Marco Marelli, Marco Baroni, Stanislas Dehaene
Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans. CoRR (2020)
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)
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)
Jaap Jumelet, Willem H. Zuidema, Dieuwke Hupkes
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment. CoNLL (2019)
Willem H. Zuidema, Dieuwke Hupkes, Geraint A. Wiggins, Constance Scharff, Martin Rohrmeier
Formal models of Structure Building in Music, Language and Animal Songs. CoRR (2019)
Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni
The emergence of number and syntax units in LSTM language models. 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)
Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni
The emergence of number and syntax units in LSTM language models. NAACL-HLT (1) (2019)
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
Assessing incrementality in sequence-to-sequence models. CoRR (2019)
Jaap Jumelet, Willem H. Zuidema, Dieuwke Hupkes
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment. CoRR (2019)
Dennis Ulmer, Dieuwke Hupkes, Elia Bruni
Assessing Incrementality in Sequence-to-Sequence Models. RepL4NLP@ACL (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)
Jaap Jumelet, Dieuwke Hupkes
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items. CoRR (2018)
Mario Giulianelli, Jack Harding, Florian Mohnert, Dieuwke Hupkes, Willem H. Zuidema
Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information. BlackboxNLP@EMNLP (2018)
Jaap Jumelet, Dieuwke Hupkes
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items. BlackboxNLP@EMNLP (2018)
Dieuwke Hupkes, Sanne Bouwmeester, Raquel Fernández
Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue. BlackboxNLP@EMNLP (2018)
Dieuwke Hupkes, Anand Singh, Kris Korrel, Germán Kruszewski, Elia Bruni
Learning compositionally through attentive guidance. CoRR (2018)
Mario Giulianelli, Jack Harding, Florian Mohnert, Dieuwke Hupkes, Willem H. Zuidema
Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information. CoRR (2018)
Dieuwke Hupkes, Willem H. Zuidema
Visualisation and 'Diagnostic Classifiers' Reveal how Recurrent and Recursive Neural Networks Process Hierarchical Structure (Extended Abstract). IJCAI (2018)
Dieuwke Hupkes, Sanne Bouwmeester, Raquel Fernández
Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue. CoRR (2018)
Dieuwke Hupkes, Sara Veldhoen, Willem H. Zuidema
Visualisation and 'Diagnostic Classifiers' Reveal How Recurrent and Recursive Neural Networks Process Hierarchical Structure. J. Artif. Intell. Res. 61 (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)
Dieuwke Hupkes, Sara Veldhoen, Willem H. Zuidema
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure. CoRR (2017)
Sara Veldhoen, Dieuwke Hupkes, Willem H. Zuidema
Diagnostic Classifiers Revealing how Neural Networks Process Hierarchical Structure. CoCo@NIPS (2016)
Dieuwke Hupkes, Rens Bod
POS-tagging of Historical Dutch. LREC (2016)