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2020 – today
- 2024
[c3]Zhenpeng Su, Zijia Lin, Bai Xue, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu:
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models. NAACL-HLT (Findings) 2024: 250-262- [c2]Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu:
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. NAACL-HLT 2024: 820-830 - [i7]Haoran Lian, Yizhe Xiong, Jianwei Niu, Shasha Mo, Zhenpeng Su, Zijia Lin, Peng Liu, Hui Chen, Guiguang Ding:
Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal. CoRR abs/2404.17808 (2024) - [i6]Zhenpeng Su, Zijia Lin, Xue Bai, Xing Wu, Yizhe Xiong, Haoran Lian, Guangyuan Ma, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu:
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts. CoRR abs/2407.09816 (2024) - [i5]Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu:
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval. CoRR abs/2408.10613 (2024) - 2023
- [c1]Yuntao Li, Zhenpeng Su, Yutian Li, Hanchu Zhang, Sirui Wang, Wei Wu, Yan Zhang:
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing. ICASSP 2023: 1-5 - [i4]Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu:
ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems. CoRR abs/2306.04357 (2023) - [i3]Yuntao Li, Zhenpeng Su, Yutian Li, Hanchu Zhang, Sirui Wang, Wei Wu, Yan Zhang:
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing. CoRR abs/2306.08368 (2023) - [i2]Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu:
HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus. CoRR abs/2309.02731 (2023) - [i1]Zhenpeng Su, Xing Wu, Xue Bai, Zijia Lin, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu:
InfoEntropy Loss to Mitigate Bias of Learning Difficulties for Generative Language Models. CoRR abs/2310.19531 (2023)
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