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Damien Sileo
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
S Aarohi, R Abhinav, R Abhishek, SAA Md, A Abubakar, F Adam, S Adam, ...
Transactions on Machine Learning Research, 2023
1310*2023
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
arXiv preprint arXiv:2112.02721, 2021
772021
Mining Discourse Markers for Unsupervised Sentence Representation Learning
D Sileo, T Van-De-Cruys, C Pradel, P Muller
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
702019
A large-scale audit of dataset licensing and attribution in AI
S Longpre, R Mahari, A Chen, N Obeng-Marnu, D Sileo, W Brannon, ...
Nature Machine Intelligence 6 (8), 975-987, 2024
65*2024
Zero-Shot Recommendation as Language Modeling
D Sileo, W Vossen, R Raymaekers
European Conference on Information Retrieval, 223-230, 2022
562022
tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework
D Sileo
Proceedings of the 2024 Joint International Conference on Computational …, 2024
35*2024
Mindgames: Targeting theory of mind in large language models with dynamic epistemic modal logic
D Sileo, A Lernould
arXiv preprint arXiv:2305.03353, 2023
252023
Consent in crisis: The rapid decline of the ai data commons
S Longpre, R Mahari, AN Lee, CS Lund, H Oderinwale, W Brannon, ...
The Thirty-eight Conference on Neural Information Processing Systems …, 2024
242024
A Pragmatics-Centered Evaluation Framework for Natural Language Understanding
D Sileo, P Muller, T Van de Cruys, C Pradel
Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022
13*2022
DiscSense: Automated Semantic Analysis of Discourse Markers
D Sileo, T Van de Cruys, C Pradel, P Muller
Proceedings of The 12th Language Resources and Evaluation Conference, 991-999, 2020
132020
Composition of Embeddings: Lessons from Statistical Relational Learning
D Sileo, T Van de Cruys, C Pradel, P Muller
8th Joint Conference on Lexical and Computational Semantics (SEM 2019), 33-43, 2019
8*2019
Probing neural language models for understanding of words of estimative probability
D Sileo, MF Moens
Proceedings of the 12th Joint Conference on Lexical and Computational …, 2023
72023
Analysis and Prediction of NLP Models Via Task Embeddings
D Sileo, MF Moens
Proceedings of The 13th Language Resources and Evaluation Conference, LREC 2022, 2022
72022
Visual Grounding Strategies for Text-Only Natural Language Processing
D Sileo
Proceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating …, 2021
72021
Understanding bert transformer: Attention isn’t all you need
D Sileo
Towards Data Science, 2019
62019
Generating multiple-choice questions for medical question answering with distractors and cue-masking
D Sileo, K Uma, MF Moens
arXiv preprint arXiv:2303.07069, 2023
5*2023
Question Answering When Knowledge Bases are Incomplete
C Pradel, D Sileo, Á Rodrigo, A Peñas, E Agirre
International Conference of the Cross-Language Evaluation Forum for European …, 2020
52020
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features
E Ghadery, D Sileo, MF Moens
Proceedings of the 15th International Workshop on Semantic Evaluation …, 2021
32021
Synapse at CAp 2017 NER challenge: Fasttext CRF
D Sileo, C Pradel, P Muller, TV de Cruys
CAP2017, 2017
22017
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods
G Loiseau, D Sileo, D Riquet, M Meyer, M Tommasi
arXiv preprint arXiv:2407.21630, 2024
12024
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