University of Southern California

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Papers

Are LLM Decisions Faithful to Verbal Confidence?

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

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README

in USC/README about 1 month ago

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#1 opened about 1 month ago by

authored a paper 2 months ago

Are LLM Decisions Faithful to Verbal Confidence?

Paper • 2601.07767 • Published Jan 12 • 5

submitted a paper to Daily Papers 2 months ago

Are LLM Decisions Faithful to Verbal Confidence?

Paper • 2601.07767 • Published Jan 12 • 5

authored a paper 3 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 4

submitted a paper to Daily Papers 3 months ago

LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning

Paper • 2512.05325 • Published Dec 5, 2025 • 4

authored a paper 4 months ago

VIDEOP2R: Video Understanding from Perception to Reasoning

Paper • 2511.11113 • Published Nov 14, 2025 • 112

authored a paper 5 months ago

When Do Transformers Learn Heuristics for Graph Connectivity?

Paper • 2510.19753 • Published Oct 22, 2025 • 4

authored 2 papers 6 months ago

Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation

Paper • 2504.11109 • Published Apr 15, 2025 • 2

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL

Paper • 2510.00967 • Published Oct 1, 2025 • 12

authored a paper 8 months ago

Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning

Paper • 2507.16746 • Published Jul 22, 2025 • 34

authored 2 papers 9 months ago

Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models

Paper • 2505.14071 • Published May 20, 2025 • 1

Sample Efficient Preference Alignment in LLMs via Active Exploration

Paper • 2312.00267 • Published Dec 1, 2023

authored a paper 9 months ago

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 21

authored a paper 9 months ago

Resa: Transparent Reasoning Models via SAEs

Paper • 2506.09967 • Published Jun 11, 2025 • 21

authored a paper 10 months ago

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2, 2025 • 48

authored a paper 10 months ago

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments

Paper • 2505.19361 • Published May 25, 2025 • 1