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Peiwen Yuan
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2020 – today
- 2024
- [c8]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li:
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. AAAI 2024: 18591-18599 - [c7]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. ACL (Findings) 2024: 11614-11627 - [c6]Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. ACL (1) 2024: 11782-11794 - [c5]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
BatchEval: Towards Human-like Text Evaluation. ACL (1) 2024: 15940-15958 - [c4]Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li:
Generative Dense Retrieval: Memory Can Be a Burden. EACL (1) 2024: 2835-2845 - [c3]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Focused Large Language Models are Stable Many-Shot Learners. EMNLP 2024: 6247-6261 - [c2]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li:
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. ICLR 2024 - [i12]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Kan Li:
BatchEval: Towards Human-like Text Evaluation. CoRR abs/2401.00437 (2024) - [i11]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Xinglin Wang, Bin Sun, Heda Wang, Kan Li:
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning. CoRR abs/2401.10480 (2024) - [i10]Peiwen Yuan, Xinglin Wang, Shaoxiong Feng, Boyuan Pan, Yiwei Li, Heda Wang, Xupeng Miao, Kan Li:
Generative Dense Retrieval: Memory Can Be a Burden. CoRR abs/2401.10487 (2024) - [i9]Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation. CoRR abs/2407.02056 (2024) - [i8]Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
CogLM: Tracking Cognitive Development of Large Language Models. CoRR abs/2408.09150 (2024) - [i7]Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. CoRR abs/2408.13457 (2024) - [i6]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency. CoRR abs/2408.13738 (2024) - [i5]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Focused Large Language Models are Stable Many-Shot Learners. CoRR abs/2408.13987 (2024) - [i4]Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
Instruction Embedding: Latent Representations of Instructions Towards Task Identification. CoRR abs/2409.19680 (2024) - 2023
- [c1]Peiwen Yuan, Xinglin Wang, Jiayi Shi, Bin Sun, Yiwei Li:
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation. NeurIPS 2023 - [i3]Peiwen Yuan, Changsheng Zhu:
Is Channel Independent strategy optimal for Time Series Forecasting? CoRR abs/2310.17658 (2023) - [i2]Yiwei Li, Peiwen Yuan, Shaoxiong Feng, Boyuan Pan, Bin Sun, Xinglin Wang, Heda Wang, Kan Li:
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data. CoRR abs/2312.12832 (2023) - 2022
- [i1]Peiwen Yuan, Changsheng Zhu:
Normalized Activation Function: Toward Better Convergence. CoRR abs/2208.13315 (2022)
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