BH
Bingxiang He
cs.CLcs.AIcs.LGcs.CRcs.CVcs.HC
On Valency
published · living versionsW_2btmrzkn·v1 · currentpublished
Don't Stop Long-Context Continual Pre-Training Too Early: An Empirical Scaling Law
with Ziqing Qiao, Xiaoyue Xu, Sikui Zhang, Yinuo Xu +2
1 version
W_fp35asej·v1published
Preprints & journals
17 papers in the corpus · 2022–2026Don't Stop Long-Context Continual Pre-Training Too Early: An Empirical Scaling Law2610.29352v1 · Ziqing Qiao, Xiaoyue Xu, Sikui Zhang et al.2026 · 0 citationsarXivon Valency
Cognitively Decoupled Meta-Induction for Out-of-Distribution Generalization2610.25749v1 · Yuqian Wang, Yuanzheng Wang, Chaojun Xiao et al.2026 · 0 citationsarXivon Valency
LexPilot: Benchmarking the Proactive Interaction Ability of Legal LLMs with Laypeople in Chinese Civil Case Consultation2610.23141v1 · Wenbin Zhang, ShangZhan Li, Bingxiang He et al.2026 · 0 citationsarXiv
AutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuning2610.22194v1 · Bingxiang He, Pengqi Sun, Shihao Peng et al.2026 · 0 citationsarXiv
LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models2609.39071v1 · Yida Cai, Xin Dai, Bingxiang He et al.2026 · 0 citationsarXiv
Diffusion Reward Models2609.33803v2 · Xiangyang Wang, Bingxiang He, Zeyuan Liu et al.2026 · 0 citationsarXiv
StudyBench: Can Self-Evolution Squeeze Textbooks for Olympiad Capability?2609.00787v2 · Yinghao Chen, Zixi Chen, Bingxiang He et al.2026 · 0 citationsarXiv
Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation2608.19098v1 · Huan-ang Gao, Haohan Chi, Yong Yan et al.2026 · 0 citationsarXiv
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints2606.05622v2 · Jiayu Liu, Cheng Qian, Zhenhailong Wang et al.2026 · 0 citationsarXiv
Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization2604.12290v2 · Yizhe Chi, Deyao Hong, Dapeng Jiang et al.2026 · 0 citationsarXiv
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe2604.13016v2 · Yaxuan Li, Yuxin Zuo, Bingxiang He et al.2026 · 0 citationsarXiv
How Far Can Unsupervised RLVR Scale LLM Training?2603.08660v1 · Bingxiang He, Yuxin Zuo, Zeyuan Liu et al.2026 · 0 citationsarXiv
CubeBench: Diagnosing Interactive, Long-Horizon Spatial Reasoning Under Partial Observations2512.23328v3 · Huan-ang Gao, Zikang Zhang, Tianwei Luo et al.2025 · 0 citationsarXiv
AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset2504.03612v2 · Bingxiang He, Wenbin Zhang, Jiaxi Song et al.2025 · 0 citationsarXiv
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning2406.11721v2 · Bingxiang He, Ning Ding, Cheng Qian et al.2024 · 0 citationsarXiv
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents2402.09205v2 · Cheng Qian, Bingxiang He, Zhong Zhuang et al.2024 · 29 citationsarXiv
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks2206.08514v2 · Ganqu Cui, Lifan Yuan, Bingxiang He et al.2022 · 39 citationsarXiv
Career total: 19 works. 17 are in this corpus.
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