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Large Language Model

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TitleStatusHype
Automated Theorem Provers Help Improve Large Language Model Reasoning—0
Adaptive Draft-Verification for Efficient Large Language Model Decoding—0
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning—0
Automated Testing of COBOL to Java Transformation—0
Prompt-Matcher: Leveraging Large Models to Reduce Uncertainty in Schema Matching Results—0
A Literature Review of Literature Reviews in Pattern Analysis and Machine Intelligence—0
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines—0
Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback—0
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning—0
ALISE: Accelerating Large Language Model Serving with Speculative Scheduling—0
Automated Root Cause Analysis System for Complex Data Products—0
Improving Topic Relevance Model by Mix-structured Summarization and LLM-based Data Augmentation—0
Automated Repair of AI Code with Large Language Models and Formal Verification—0
Correcting Large Language Model Behavior via Influence Function—0
Automated Real-World Sustainability Data Generation from Images of Buildings—0
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models—0
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation—0
ALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching—0
Improving Value-based Process Verifier via Structural Prior Injection—0
Improving VTE Identification through Language Models from Radiology Reports: A Comparative Study of Mamba, Phi-3 Mini, and BERT—0
Automated Reading Passage Generation with OpenAI's Large Language Model—0
Improving Robustness of Neural Inverse Text Normalization via Data-Augmentation, Semi-Supervised Learning, and Post-Aligning Method—0
CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter—0
Automated radiotherapy treatment planning guided by GPT-4Vision—0
Improving Significant Wave Height Prediction Using Chronos Models—0
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