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ORCIDJiayi Shi
Publications
- 2025
[c15]Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation. ACL (1) 2025: 15591-15615- [c14]Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li:
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen. ACL (1) 2025: 17370-17390 - [c13]Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. ACL (Findings) 2025: 25208-25223 - [c12]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization. ICLR 2025 - [i12]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang
, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient. CoRR abs/2502.01683 (2025) - [i11]Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li:
InsBank: Evolving Instruction Subset for Ongoing Alignment. CoRR abs/2502.11419 (2025) - [i10]Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization. CoRR abs/2502.11454 (2025) - [i9]Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li:
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN. CoRR abs/2502.13544 (2025) - [i8]Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation. CoRR abs/2502.13576 (2025) - [i7]Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation. CoRR abs/2502.19830 (2025) - [i6]Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Speculative Decoding for Multi-Sample Inference. CoRR abs/2503.05330 (2025) - [i5]Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator. CoRR abs/2505.20738 (2025) - [i4]Yueqi Zhang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules. CoRR abs/2505.24292 (2025) - [i3]Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling. CoRR abs/2506.15707 (2025) - 2024
- [c5]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. NeurIPS 2024 - [i1]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)
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