NextLevelBERT: Masked language modeling with higher-level representations for long documents
While (large) language models have significantly improved over the last years, they still
struggle to sensibly process long sequences found, eg, in books, due to the quadratic …
struggle to sensibly process long sequences found, eg, in books, due to the quadratic …
X-RiSAWOZ: High-quality end-to-end multilingual dialogue datasets and few-shot agents
Task-oriented dialogue research has mainly focused on a few popular languages like
English and Chinese, due to the high dataset creation cost for a new language. To reduce …
English and Chinese, due to the high dataset creation cost for a new language. To reduce …
Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents
AH Lee, SJ Semnani, G Castillo-López… - arXiv preprint arXiv …, 2024 - arxiv.org
Creating multilingual task-oriented dialogue (TOD) agents is challenging due to the high
cost of training data acquisition. Following the research trend of improving training data …
cost of training data acquisition. Following the research trend of improving training data …
Is Translation Helpful? An Exploration of Cross-Lingual Transfer in Low-Resource Dialog Generation
Cross-lingual transfer is important for developing high-quality chatbots in multiple languages
to address the imbalanced distribution of language resources. A typical approach of cross …
to address the imbalanced distribution of language resources. A typical approach of cross …
GradTOD-A Unified Dialogue State Tracking Model for Task-Oriented and Open Domain Dialogues
TN Liem, SNC Hoai, HN Quoc, TN Van… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
The task-oriented dialogue domain system requires classifying intent and replying to a
specific goal domain. In the sub-module of Task-oriented, the Dialogue State Tracker (DST) …
specific goal domain. In the sub-module of Task-oriented, the Dialogue State Tracker (DST) …