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Guanting Dong
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Scaling relationship on learning mathematical reasoning with large language models
Z Yuan, H Yuan, C Li, G Dong, C Tan, C Zhou
arXiv preprint arXiv:2308.01825, 2023
1142023
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
G Dong, H Yuan, K Lu, C Li, M Xue, D Liu, W Wang, Z Yuan, C Zhou, ...
arXiv preprint arXiv:2310.05492, 2023
252023
InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework
S Lei, G Dong, X Wang, K Wang, S Wang
arXiv preprint arXiv:2309.11911, 2023
212023
Entity-level interaction via heterogeneous graph for multimodal named entity recognition
G Zhao, G Dong, Y Shi, H Yan, W Xu, S Li
Findings of the Association for Computational Linguistics: EMNLP 2022, 6345-6350, 2022
142022
Chatkbqa: A generate-then-retrieve framework for knowledge base question answering with fine-tuned large language models
H Luo, Z Tang, S Peng, Y Guo, W Zhang, C Ma, G Dong, M Song, W Lin
arXiv preprint arXiv:2310.08975, 2023
112023
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling
G Dong, D Guo, L Wang, X Li, Z Wang, C Zeng, K He, J Zhao, H Lei, X Cui, ...
Proceedings of the 29th International Conference on Computational Linguistics, 2022
102022
Pay attention to implicit attribute values: a multi-modal generative framework for AVE task
Y Zhang, S Wang, P Li, G Dong, S Wang, Y Xian, Z Li, H Zhang
Findings of the Association for Computational Linguistics: ACL 2023, 13139-13151, 2023
92023
Revisit out-of-vocabulary problem for slot filling: A unified contrastive framework with multi-level data augmentations
D Guo, G Dong, D Fu, Y Wu, C Zeng, T Hui, L Wang, X Li, Z Wang, K He, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
92023
A multi-task semantic decomposition framework with task-specific pre-training for few-shot ner
G Dong, Z Wang, J Zhao, G Zhao, D Guo, D Fu, T Hui, C Zeng, K He, X Li, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
82023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting
X Li, L Wang, G Dong, K He, J Zhao, H Lei, J Liu, W Xu
Findings of the Association for Computational Linguistics: ACL 2023, 2023
82023
A prototypical semantic decoupling method via joint contrastive learning for few-shot named entity recognition
G Dong, Z Wang, L Wang, D Guo, D Fu, Y Wu, C Zeng, X Li, T Hui, K He, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
82023
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
W Zeng, K He, Z Wang, D Fu, G Dong, R Geng, P Wang, J Wang, C Sun, ...
Proceedings of the Towards Semi-Supervised and Reinforced Task-Oriented …, 2022
82022
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task
G Dong, J Zhao, T Hui, D Guo, W Wang, B Feng, Y Qiu, Z Gongque, K He, ...
CCF International Conference on Natural Language Processing and Chinese …, 2023
72023
A robust contrastive alignment method for multi-domain text classification
X Li, H Lei, L Wang, G Dong, J Zhao, J Liu, W Xu, C Zhang
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
72022
Query and response augmentation cannot help out-of-domain math reasoning generalization
C Li, Z Yuan, G Dong, K Lu, J Wu, C Tan, X Wang, C Zhou
arXiv preprint arXiv:2310.05506, 2023
62023
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking
G Qixiang, G Dong, Y Mou, L Wang, C Zeng, D Guo, M Sun, W Xu
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
62022
Bridging the kb-text gap: Leveraging structured knowledge-aware pre-training for kbqa
G Dong, R Li, S Wang, Y Zhang, Y Xian, W Xu
Proceedings of the 32nd ACM International Conference on Information and …, 2023
42023
Improving few-shot performance of dst model through multitask to better serve language-impaired people
M Sun, Q Gao, Y Mou, G Dong, R Liu, W Guo
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
42023
Towards robust and generalizable training: An empirical study of noisy slot filling for input perturbations
J Liu, L Wang, G Dong, X Song, Z Wang, Z Wang, S Lei, J Zhao, K He, ...
arXiv preprint arXiv:2310.03518, 2023
32023
Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement
S Lei, X Wang, G Dong, J Li, Y Liu
The 34th edition of the IEEE International Conference on Tools with …, 2023
22023
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