JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention

1 code implementation • 14 Dec 2023 • Thinh Pham, Dat Quoc Nguyen

JPIS incorporates the supporting profile information into its encoder and introduces a slot-to-intent attention mechanism to transfer slot information representations to intent detection.

Intent Detection slot-filling +1

MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention

1 code implementation • 10 Dec 2023 • Thinh Pham, Chi Tran, Dat Quoc Nguyen

The research study of detecting multiple intents and filling slots is becoming more popular because of its relevance to complicated real-world situations.

graph construction Intent Detection +2

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech

2 code implementations • 31 May 2023 • Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen

We present XPhoneBERT, the first multilingual model pre-trained to learn phoneme representations for the downstream text-to-speech (TTS) task.