notesum.ai
Published at November 21Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification
cs.CL
cs.AI
Released Date: November 21, 2024
Authors: Junhua Liu1, Yong Keat Tan2, Bin Fu2, Kwan Hui Lim3
Aff.: 1Forth AI; 2Shopee; 3Singapore University of Technology and Design
| Items | UDC | MSDialog | MINT-E |
|---|---|---|---|
| # Intents | - | 12 | 381 |
| # Sessions | 930k | 35k | 20k |
| # Questions | 7.1M | 300k | 44k |
| # Words | 100M | 24M | 482k |
| # Avg. # questions per session | 7.71 | 8.94 | 2.92 |
| # Avg. # words per question | 10.34 | 75.91 | 11.00 |