Scialom, Thomas

Llama 2: Open Foundation and Fine-Tuned Chat Models

Touvron, H., Martin, L., Stone, K., Albert, P., Almahairi, A., Babaei, Y., Bashlykov, N., Batra, S., Bhargava, P., Bhosale, S., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 2,604

Toolformer: Language Models Can Teach Themselves to Use Tools

Schick, T., Dwivedi-Yu, J., Dessì, R., Raileanu, R., Lomeli, M., Zettlemoyer, L., Cancedda, N., & Scialom, T. (2023) · arXiv

Robot Manipulation and LearningAI-based Problem Solving and Planning

Cited by 1,150

Galactica: A Large Language Model for Science

Taylor, R., Kardas, M., Cucurull, G., Scialom, T., Hartshorn, A., Saravia, E., Poulton, A., Kerkez, V., & Stojnic, R. (2022) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 605

Code Llama: Open Foundation Models for Code

Rozière, B., Gehring, J., Gloeckle, F., Sootla, S., Gat, I., Tan, X. E., Adi, Y., Liu, J., Sauvestre, R., Remez, T., et al. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 531

QuestEval: Summarization Asks for Fact-based Evaluation

Scialom, T., Dray, P.-A., Lamprier, S., Piwowarski, B., Staiano, J., Wang, A., & Gallinari, P. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Topic ModelingAdvanced Text Analysis Techniques

Cited by 175

Augmented Language Models: a Survey

Mialon, G., Dessì, R., Lomeli, M., Nalmpantis, C., Pasunuru, R., Raileanu, R., Rozière, B., Schick, T., Dwivedi-Yu, J., Celikyilmaz, A., et al. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 160

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models

Scialom, T., Lamprier, S., Piwowarski, B., & Staiano, J. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Topic ModelingAdvanced Text Analysis Techniques

Cited by 121

TRUE: Re-evaluating Factual Consistency Evaluation

Honovich, O., Aharoni, R., Herzig, J., Taitelbaum, H., Kukliansy, D., Cohen, V., Scialom, T., Szpektor, I., Hassidim, A., & Matias, Y. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 84

Self-Attention Architectures for Answer-Agnostic Neural Question Generation

Scialom, T., Piwowarski, B., & Staiano, J. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 70

TRUE: Re-evaluating Factual Consistency Evaluation

Honovich, O., Aharoni, R., Herzig, J., Taitelbaum, H., Kukliansy, D., Cohen, V., Scialom, T., Szpektor, I., Hassidim, A., & Matias, Y. (2022) · Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering

Speech and dialogue systemsTopic Modeling

Cited by 56

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation

Rebuffel, C., Scialom, T., Soulier, L., Piwowarski, B., Lamprier, S., Staiano, J., Scoutheeten, G., & Gallinari, P. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Topic ModelingNatural Language Processing Techniques

Cited by 24

GAIA: a benchmark for General AI Assistants

Mialon, G., Fourrier, C., Swift, C., Wolf, T., LeCun, Y., & Scialom, T. (2023) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 12

What BERT Sees: Cross-Modal Transfer for Visual Question Generation

Scialom, T., Bordes, P., Dray, P.-A., Staiano, J., & Gallinari, P. (2020) · Proceedings of the 13th International Conference on Natural Language Generation

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 9

Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments

Froger, R., Andrews, P., Bettini, M., Budhiraja, A., Cabral, R. S., Do, V., Garreau, E., Gaya, J.-B., Laurençon, H., Lecanu, M., et al. (2026) · arXiv

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 0