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ORCIDXinglin Wang
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Publications
- 2025
[c25]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- [c24]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 - [c23]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 - [c22]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 - [c21]Xinglin Wang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Boyuan Pan, Heda Wang, Yao Hu, Kan Li:
CogLM: Tracking Cognitive Development of Large Language Models. NAACL (Long Papers) 2025: 73-87 - [c20]Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li:
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning. NAACL (Findings) 2025: 6904-6917 - [i21]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) - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]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) - [i15]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) - [i14]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) - [i13]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) - [i12]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
- [c19]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 - [c18]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 - [c17]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 - [c16]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 - [c15]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 - [c14]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 - [c13]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 - [c12]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 - [i11]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) - [i10]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) - [i9]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) - [i8]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) - [i7]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) - [i6]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) - [i5]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) - [i4]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) - [i3]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
- [c11]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 - [i1]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)
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