UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models.
CoRR, 2024
YODA: Teacher-Student Progressive Learning for Language Models.
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CoRR, 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.
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Proceedings of the Findings of the Association for Computational Linguistics, 2024
Data Management For Large Language Models: A Survey.
CoRR, 2023
Building Multi-domain Dialog State Trackers from Single-domain Dialogs.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format.
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Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format.
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CoRR, 2022
A Unified Dialogue User Simulator for Few-shot Data Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Continual Prompt Tuning for Dialog State Tracking.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset.
Trans. Assoc. Comput. Linguistics, 2020
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020
ConvLab: Multi-Domain End-to-End Dialog System Platform.
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Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019