Rosy24

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authored a paper 7 months ago

ICon: In-Context Contribution for Automatic Data Selection

Paper • 2505.05327 • Published May 8 • 12

authored a paper 9 months ago

MPO: Boosting LLM Agents with Meta Plan Optimization

Paper • 2503.02682 • Published Mar 4 • 28

authored a paper 11 months ago

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Paper • 2412.18619 • Published Dec 16, 2024 • 58

authored 15 papers about 1 year ago

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Paper • 2410.07985 • Published Oct 10, 2024 • 32

Self-Boosting Large Language Models with Synthetic Preference Data

Paper • 2410.06961 • Published Oct 9, 2024 • 16

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

Paper • 2304.04675 • Published Apr 10, 2023 • 1

Can We Edit Factual Knowledge by In-Context Learning?

Paper • 2305.12740 • Published May 22, 2023

Can Language Models Understand Physical Concepts?

Paper • 2305.14057 • Published May 23, 2023 • 1

ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Paper • 2305.15028 • Published May 24, 2023 • 1

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Paper • 2401.07851 • Published Jan 15, 2024 • 1

Extrapolating Large Language Models to Non-English by Aligning Languages

Paper • 2308.04948 • Published Aug 9, 2023 • 1

Large Language Model for Science: A Study on P vs. NP

Paper • 2309.05689 • Published Sep 11, 2023 • 21

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20, 2024 • 50

Towards Optimal Learning of Language Models

Paper • 2402.17759 • Published Feb 27, 2024 • 18

Calibrating Factual Knowledge in Pretrained Language Models

Paper • 2210.03329 • Published Oct 7, 2022 • 1

A Survey on In-context Learning

Paper • 2301.00234 • Published Dec 31, 2022 • 2

Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4, 2024 • 72

Data Selection via Optimal Control for Language Models

Paper • 2410.07064 • Published Oct 9, 2024 • 9