Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling
Paper • 2609.19499 • Published • 29 •
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Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling updated a collection 1 day ago
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Thinking in a Low-Resource Language: What SFT Builds, What RL Fixes, What Accuracy Cannot See
Paper • 2608.17744 • Published • 16 •
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Lngram: N-gram Conditional Memory in Latent Space
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Teaching Nemotron Greek: Mining a Corpus, Adapting Retrieval, and Grounding Generation for Modern Greek across Specialist Domains
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MameLoshnLM: Yiddish Language Model and Evaluation Benchmark
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papers 2 months ago
Smarter and Cheaper at Once: Byte-Exact KV-Cache Grafting Turns a Frozen Small Model into a Verified-Knowledge Flywheel
Paper • 2607.14431 • Published • 7 •
7
MuScriptor: An Open Model for Multi-Instrument Music Transcription
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Trust Region Policy Distillation
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Phone Segmentation and Recognition through Phonological Activation Mapping
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Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in Arabic LLMs
Paper • 2607.03936 • Published • 3 •
3
UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma
Paper • 2607.06987 • Published • 9 •
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Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs
Paper • 2606.27378 • Published • 61 •
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Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs
Paper • 2606.27378 • Published • 61 •
7
Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs
Paper • 2606.27378 • Published • 61 •
7
Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish
Paper • 2606.18717 • Published • 5 •
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