| 2020 | CoNLL | Re-solve it: simulating the acquisition of core semantic competences from small data. | Aurlie Herbelot |
| 2020 | CoNLL | Recurrent babbling: evaluating the acquisition of grammar from limited input data. | Ludovica Pannitto, Aurlie Herbelot |
| 2019 | ACL | Towards Incremental Learning of Word Embeddings Using Context Informativeness. | Alexandre Kabbach, Kristina Gulordava, Aurlie Herbelot |
| 2019 | ACL | From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding. | Gosse Minnema, Aurlie Herbelot |
| 2019 | RANLP | Evaluating the Consistency of Word Embeddings from Small Data. | Jelke Bloem, Antske Fokkens, Aurlie Herbelot |
| 2018 | COLING | Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking. | Alexandre Kabbach, Corentin Ribeyre, Aurlie Herbelot |
| 2017 | ACL | FOIL it! Find One mismatch between Image and Language caption. | Ravi Shekhar, Sandro Pezzelle, Yauhen Klimovich, Aurlie Herbelot, Moin Nabi, Enver Sangineto, Raffaella Bernardi |
| 2017 | EMNLP | High-risk learning: acquiring new word vectors from tiny data. | Aurlie Herbelot, Marco Baroni |
| 2016 | ACL | "Look, some Green Circles!": Learning to Quantify from Images. | Ionut Sorodoc, Angeliki Lazaridou, Gemma Boleda, Aurlie Herbelot, Sandro Pezzelle, Raffaella Bernardi |
| 2016 | COLING | 'Calling on the classical phone': a distributional model of adjective-noun errors in learners' English. | Aurlie Herbelot, Ekaterina Kochmar |
| 2016 | COLING | Predictability of Distributional Semantics in Derivational Word Formation. | Sebastian Pad, Aurlie Herbelot, Max Kisselew, Jan Snajder |
| 2016 | WWW | PeARS: a Peer-to-peer Agent for Reciprocated Search. | Aurlie Herbelot |
| 2015 | EMNLP | Building a shared world: mapping distributional to model-theoretic semantic spaces. | Aurlie Herbelot, Eva Maria Vecchi |
| 2013 | ACL | Measuring semantic content in distributional vectors. | Aurlie Herbelot, Mohan Ganesalingam |
| 2009 | EACL | Finding Word Substitutions Using a Distributional Similarity Baseline and Immediate Context Overlap. | Aurlie Herbelot |