6 citations · 6 across the 3 of their papers we have counts for
4 papers
BITEM at the NTCIR-19 R2C2 Task: Predicting Confidence from Agentic RAG Pipeline Signals
Julien Knafou, Luc Mottin, Alexandre Flament +3
The BITEM team entered both subtasks of the NTCIR-19 R2C2 task with a single agentic pipeline, in which a model searches, reads and records evidence over a movie corpus while an or…
TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling
Julien Knafou, Luc Mottin, Anaïs Mottaz +2
The scarcity of non-English language data in specialized domains significantly limits the development of effective Natural Language Processing (NLP) tools. We present TransBERT, a…
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus
Sohrab Ferdowsi, Nikolay Borissov, Julien Knafou +2
We consider the hierarchical representation of documents as graphs and use geometric deep learning to classify them into different categories. While graph neural networks can effic…
Named entity recognition in chemical patents using ensemble of contextual language models
Jenny Copara, Nona Naderi, Julien Knafou +2
Chemical patent documents describe a broad range of applications holding key reaction and compound information, such as chemical structure, reaction formulas, and molecular propert…