• Suche: Decoding Large Language Models

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Decoding Persuasiveness in Eloquence Competitions: An Investigation into the LLM’s Ability to Assess Public Speaking
Barkar, Alisa ; Chollet, Mathieu ; Labeau, Matthieu ; et al.
ICAART 2025 - 17th International Conference on Agents and Artificial Intelligence. :538-546

Porto, Portugal Public Speaking Assessme... Large Language Models Persuasiveness Predictio... Interpretable Features Textual Modality …
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2

ResDecode: Accelerating Large Language Models Inference via Residual Decoding Heads
Ziqian Zeng ; Jiahong Yu ; Qianshi Pang ; et al.
Big Data Mining and Analytics, Vol 8, Iss 4, Pp 779-793 (2025)

speculative decoding efficient inference Electronic computers. Co... QA75.5-76.95 large language models (l...
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3

Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers
Raspanti, Federico ; Özçelebi, Tanir ; Holenderski, Mike J.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). :485-499

LLM NLP grammar constrained deco...
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4

Interpolative Decoding: Exploring the Spectrum of Personality Traits in LLMs
Yeh, Eric ; Cadigan, John ; Chen, Ran ; et al.

Artificial Intelligence I.2.0
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5

Fail Fast, Win Big: Rethinking the Drafting Strategy in Speculative Decoding via Diffusion LLMs
Pan, Rui ; Chen, Zhuofu ; Netravali, Ravi

Machine Learning Artificial Intelligence Distributed, Parallel, a...
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7

Efficient Adaptive Rejection Sampling for Accelerating Speculative Decoding in Large Language Models
Sun, Chendong ; Mao, Ali ; Xu, Lei ; et al.

Computation and Language Artificial Intelligence 68T50 I.2.7
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9

Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
Shi, Luohe ; Li, Zuchao ; Zhang, Lefei ; et al.

Computation and Language
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10

Speculative Decoding in Decentralized LLM Inference: Turning Communication Latency into Computation Throughput
Song, Jingwei ; Chen, Wanyi ; Song, Xinyuan ; et al.

Distributed, Parallel, a... Artificial Intelligence
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11

Rep2Text: Decoding Full Text from a Single LLM Token Representation
Zhao, Haiyan ; He, Zirui ; Yang, Fan ; et al.

Computation and Language Artificial Intelligence Machine Learning
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12

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding
Reisizadeh, Hadi ; Ruan, Jiajun ; Chen, Yiwei ; et al.

Machine Learning
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13

Collaborative Large Language Model Inference via Resource-Aware Parallel Speculative Decoding
Koh, Jungyeon ; Yang, Hyun Jong

Machine Learning Signal Processing
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14

CAS-Spec: Cascade Adaptive Self-Speculative Decoding for On-the-Fly Lossless Inference Acceleration of LLMs
Ning, Zhiyuan ; Shao, Jiawei ; Xu, Ruge ; et al.

Machine Learning Artificial Intelligence
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15

Language Ranker: A Lightweight Ranking framework for LLM Decoding
Zhang, Chenheng ; Du, Tianqi ; Zhang, Jizhe ; et al.

Computation and Language Artificial Intelligence
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16

Decoding-Free Sampling Strategies for LLM Marginalization
Pohl, David ; Cognetta, Marco ; Lee, Junyoung ; et al.

Computation and Language I.2.7
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17

Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
Liu, Hongyi ; Huang, Jiaji ; Jia, Zhen ; et al.

Machine Learning
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19

DynaKV: Enabling Accurate and Efficient Long-Sequence LLM Decoding on Smartphones
Wang, Tuowei ; Huang, Minxing ; Li, Fengzu ; et al.

Distributed, Parallel, a... Artificial Intelligence
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20

DSCD: Large Language Model Detoxification with Self-Constrained Decoding
Dong, Ming ; Zhang, Jinkui ; Zheng, Bolong ; et al.

Computation and Language
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