Search Results - (coding OR (endedededededededededededededededededededededededededecoding OR Decoding)) algorithm

Let's Verify Math Questions Step by Step by Shen, Chengyu, Wong, Zhen Hao, He, Runming, Liang, Hao, Qiang, Meiyi, Meng, Zimo, Zhao, Zhengyang, Zeng, Bohan, Zhu, Zhengzhou, Cui, Bin, Zhang, Wentao

Table of Contents: “… or design algorithms to construct high-quality math question-answer (QA) data for training. However…”
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Detecting Flow Gaps in Data Streams by Dong, Siyuan, Tian, Yuxuan, Ma, Wenhan, Yang, Tong, Zhang, Chenye, Wu, Yuhan, Yang, Kaicheng, Wang, Yaojing

Table of Contents: “… of our algorithms. The results reveal that GapFilter-AO requires, on average, 1/32 of the memory to match…”
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Reinforced Latent Reasoning for LLM-based Recommendation by Zhang, Yang, Xu, Wenxin, Zhao, Xiaoyan, Wang, Wenjie, Feng, Fuli, He, Xiangnan, Chua, Tat-Seng

Table of Contents: “… is based on a modified GRPO algorithm, which reduces computational overhead during training and introduces…”
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A distillation-teleportation protocol for fault-tolerant QRAM by Dalzell, Alexander M., Gilyén, András, Hann, Connor T., McArdle, Sam, Salton, Grant, Nguyen, Quynh T., Kubica, Aleksander, Brandão, Fernando G. S. L.

Table of Contents: “… algorithm. In fact, the fidelity of the device can be as low as $1/\mathrm{poly}(n)$. The protocol queries…”
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Rethinking Continual Learning with Progressive Neural Collapse by Wang, Zheng, Yu, Wanhao, Yang, Li, Lin, Sen

Table of Contents: “… next develop a new CL framework by plugging ProNC into commonly used CL algorithm designs, where…”
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Writing-Zero: Bridge the Gap Between Non-verifiable Tasks and Verifiable Rewards by Jia, Ruipeng, Yang, Yunyi, Gai, Yongbo, Luo, Kai, Huang, Shihao, Lin, Jianhe, Jiang, Xiaoxi, Jiang, Guanjun

Table of Contents: “…, such as mathematics and code generation. However, a significant gap remains for non-verifiable tasks, like creative…”
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UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection by Fan, Jigang, Wu, Quanlin, Luo, Shengjie, Wang, Liwei

Table of Contents: “… as a discontinuous workflow, employing binary segmentation and subsequent clustering algorithms; (3…”
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TracLLM: A Generic Framework for Attributing Long Context LLMs by Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Table of Contents: “… attribution methods. To improve the efficiency, we develop an informed search based algorithm in TracLLM. We…”
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Classifying Dental Care Providers Through Machine Learning with Features Ranking by Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Table of Contents: “… and annotation codes in distinguishing provider types, while demographic variables (AGE_GROUP, CALENDAR_YEAR) had…”
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LLM-First Search: Self-Guided Exploration of the Solution Space by Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Table of Contents: “… evaluate LFS on Countdown and Sudoku against three classic widely-used search algorithms, Tree-of-Thoughts…”
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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity by Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

Table of Contents: “… insufficiently understood. Current evaluations primarily focus on established math and coding benchmarks…”
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Learnable Spatial-Temporal Positional Encoding for Link Prediction by Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Table of Contents: “… its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both…”
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syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum by Kammerer, Lukas, Bartlett, Deaglan J., Kronberger, Gabriel, Desmond, Harry, Ferreira, Pedro G.

Table of Contents: “… baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due…”
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Intent Factored Generation: Unleashing the Diversity in Your Language Model by Ahmed, Eltayeb, Berdica, Uljad, Elliott, Martha, Horak, Danijela, Foerster, Jakob N.

Table of Contents: “… and code tasks. For instruction-tuning, we combine IFG with Direct Preference Optimisation to increase…”
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ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion by Song, Yuanyi, Lyu, Pumeng, Fei, Ben, Ling, Fenghua, Ouyang, Wanli, Bai, Lei

Table of Contents: “… marine meteorological research. Conventional methods face challenges due to sparse data, algorithmic…”
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DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification by Ho, Darryl, Madden, Samuel

Table of Contents: “… new neural network architecture inspired by traditional time series alignment algorithms…”
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Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models by Nath, Vaskar, Lau, Elaine, Gunjal, Anisha, Sharma, Manasi, Baharte, Nikhil, Hendryx, Sean

Table of Contents: “… reasoning problems with prompts and verifiable final answers across math, science, and code domains. We…”
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Acoustic Waveform Inversion with Image-to-Image Schrödinger Bridges by Stankevich, A. S., Petrov, I. B.

Table of Contents: “…-based approach. The supplementary code implementing the algorithms described in this paper can be found…”
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May the Feedback Be with You! Unlocking the Power of Feedback-Driven Deep Learning Framework Fuzzing via LLMs by Yang, Shaoyu, Fang, Chunrong, Lin, Haifeng, Chen, Xiang, Liu, Jia, Chen, Zhenyu

Table of Contents: “… simulated annealing algorithm to select operators for test generation, enriching test diversity. (ii) a…”
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MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation by Deng, Tianchen, Shen, Guole, Chen, Xun, Yuan, Shenghai, Shen, Hongming, Peng, Guohao, Wu, Zhenyu, Wang, Jingchuan, Xie, Lihua, Wang, Danwei, Wang, Hesheng, Chen, Weidong

Table of Contents: “…. However, existing implicit SLAM algorithms are constrained to single-agent scenarios, and fall…”
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