Samuel Louvan — accepted AI-conference papers

2021

IndoNLI: A Natural Language Inference Dataset for Indonesian

Rahmad Mahendra, Alham Fikri Aji, Samuel Louvan, Fahrurrozi Rahman, Clara Vania

EMNLP 2021main

We present IndoNLI, the first human-elicited NLI dataset for Indonesian. We adapt the data collection protocol for MNLI and collect ~18K sentence pairs annotated by crowd workers and experts. The expert-annotated data is used exclusively as a test set. It is designed to provide a challenging test-be…

Cited by 35 Source ↗PDF ↗code ↗Scholar ↗

2020

Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey

Samuel Louvan, Bernardo Magnini

COLING 2020main

In recent years, fostered by deep learning technologies and by the high demand for conversational AI, various approaches have been proposed that address the capacity to elicit and understand user’s needs in task-oriented dialogue systems. We focus on two core tasks, slot filling (SF) and intent clas…

Cited by 143 Source ↗PDF ↗Scholar ↗