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Collections including paper arxiv:2411.04109

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 39
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 16

M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

Paper • 2411.04952 • Published 7 days ago • 24
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models

Paper • 2411.05005 • Published 7 days ago • 13
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models

Paper • 2411.04075 • Published 8 days ago • 13
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

Papers - Fine-tuning - Self-Consistency - ScPO

Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

Papers - Training - Self-Alignment

Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

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PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment

Paper • 2410.13785 • Published 28 days ago • 18
Aligning Large Language Models via Self-Steering Optimization

Paper • 2410.17131 • Published 24 days ago • 20
Baichuan Alignment Technical Report

Paper • 2410.14940 • Published 27 days ago • 48
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation

Paper • 2410.14745 • Published 29 days ago • 45

Instruction Following without Instruction Tuning

Paper • 2409.14254 • Published Sep 21 • 27
Baichuan Alignment Technical Report

Paper • 2410.14940 • Published 27 days ago • 48
CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution

Paper • 2410.16256 • Published 24 days ago • 58
Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data

Paper • 2410.18558 • Published 22 days ago • 17

Papers - Training - Self-Improvement

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published Apr 18 • 53
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

Papers - Benchmarks - GSM8k

Challenge LLMs to Reason About Reasoning: A Benchmark to Unveil Cognitive Depth in LLMs

Paper • 2312.17080 • Published Dec 28, 2023 • 1
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Paper • 2406.07394 • Published Jun 11 • 22
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15 • 155
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

Papers - Fine-tuning - Reasoning

V-STaR: Training Verifiers for Self-Taught Reasoners

Paper • 2402.06457 • Published Feb 9 • 8
Self-Consistency Preference Optimization

Paper • 2411.04109 • Published 8 days ago • 12

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