RECENT SCHOLAR PUBLICATIONS
- The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AIS Longpre, R Mahari, A Chen, N Obeng-Marnu, D Sileo, W Brannon, ...arXiv preprint arXiv:2310.16787 2023
- Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over EvidenceW Sun, M Li, D Sileo, J Davis, MF MoensarXiv preprint arXiv:2310.01299 2023
- MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal LogicD Sileo, A LernouldarXiv preprint arXiv:2305.03353 2023
- Generating multiple-choice questions for medical question answering with distractors and cue-maskingD Sileo, K Uma, MF MoensarXiv preprint arXiv:2303.07069 2023
- Spatiotemporal self-supervised pre-training on satellite imagery improves food insecurity predictionR Cartuyvels, T Fierens, E Coppieters, MF Moens, D SileoEnvironmental Data Science 2, e48 2023
- tasksource: Structured dataset preprocessing annotations for frictionless extreme multi-task learning and evaluationD SileoarXiv preprint arXiv:2301.05948 2023
- tasknet, multitask interface between Trainer and datasetsD Sileohttps://github.com/sileod/tasknet 2023
- Probing neural language models for understanding of words of estimative probabilityD Sileo, MF MoensarXiv preprint arXiv:2211.03358 2022
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsA Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...arXiv preprint arXiv:2206.04615 2022
- A Pragmatics-Centered Evaluation Framework for Natural Language UnderstandingD Sileo, P Muller, T Van de Cruys, C PradelProceedings of the Thirteenth Language Resources and Evaluation Conference 2022
- Zero-Shot Recommendation as Language ModelingD Sileo, W Vossen, R RaymaekersEuropean Conference on Information Retrieval, 223-230 2022
- When do discourse markers affect computational sentence understanding?R Li, L Allein, D Sileo, MF MoensTrends in Linguistics, Studies and Monographs 2022
- Analysis and Prediction of NLP Models Via Task EmbeddingsD Sileo, MF MoensProceedings of The 13th Language Resources and Evaluation Conference, LREC 2022 2022
- Nl-augmenter: A framework for task-sensitive natural language augmentationKD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...arXiv preprint arXiv:2112.02721 2021
- LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP featuresE Ghadery, D Sileo, MF MoensProceedings of the 15th International Workshop on Semantic Evaluation 2021
- Visual Grounding Strategies for Text-Only Natural Language ProcessingD SileoProceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating 2021
- DIRT: Distributed Internal Regression TransformerN Cornille, D Sileo, MF MoensFrom Neuroscience to Artificially Intelligent Systems (NAISys) 2020
- Question Answering When Knowledge Bases are IncompleteC Pradel, D Sileo, Rodrigo, A Peas, E AgirreInternational Conference of the Cross-Language Evaluation Forum for European 2020
- DiscSense: Automated Semantic Analysis of Discourse MarkersD Sileo, T Van de Cruys, C Pradel, P MullerProceedings of The 12th Language Resources and Evaluation Conference, 991-999 2020
- Semantic and Discursive Representation for Natural Language UnderstandingD SileoUniversit Paul Sabatier-Toulouse III 2019
