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07/26/2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
Creating high-quality annotated data for task-oriented dialog (ToD) is k...
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03/18/2022
CrossAligner Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding
Task-oriented personal assistants enable people to interact with a host ...
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05/08/2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning
Transfer learning has become the dominant paradigm for many natural lang...
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05/06/2021
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment
The introduction of pretrained cross-lingual language models brought dec...
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10/29/2020
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management
Task-oriented dialogue systems typically rely on large amounts of high-q...
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05/12/2019
A Comparison of Techniques for Sentiment Classification of Film Reviews
We undertake the task of comparing lexicon-based sentiment classificatio...
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10/29/2018