Alignment and Reward Models Research

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luyaojie

authored a paper 3 months ago

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Paper • 2504.00502 • Published Apr 1 • 22

luyaojie

authored a paper 4 months ago

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking

Paper • 2502.20730 • Published Feb 28 • 38

luyaojie

authored a paper 5 months ago

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

Paper • 2502.01142 • Published Feb 3 • 24

luyaojie

authored 16 papers 6 months ago

ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models

Paper • 2303.16421 • Published Mar 29, 2023

A Drop of Ink Makes a Million Think: The Spread of False Information in Large Language Models

Paper • 2305.04812 • Published May 8, 2023 • 1

Unified Structure Generation for Universal Information Extraction

Paper • 2203.12277 • Published Mar 23, 2022

SoFA: Shielded On-the-fly Alignment via Priority Rule Following

Paper • 2402.17358 • Published Feb 27, 2024 • 1

Self-Retrieval: Building an Information Retrieval System with One Large Language Model

Paper • 2403.00801 • Published Feb 23, 2024 • 2

ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6, 2024 • 66

Towards Scalable Automated Alignment of LLMs: A Survey

Paper • 2406.01252 • Published Jun 3, 2024 • 2

Universal Information Extraction as Unified Semantic Matching

Paper • 2301.03282 • Published Jan 9, 2023

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models

Paper • 2407.11470 • Published Jul 16, 2024

Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic

Paper • 2408.16326 • Published Aug 29, 2024 • 1

READoc: A Unified Benchmark for Realistic Document Structured Extraction

Paper • 2409.05137 • Published Sep 8, 2024

DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation

Paper • 2408.13204 • Published Aug 23, 2024

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 49

CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution

Paper • 2408.13001 • Published Aug 23, 2024

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Paper • 2501.03936 • Published Jan 7 • 20

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models

Paper • 2501.01830 • Published Jan 3 • 18

luyaojie

authored a paper 7 months ago

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18, 2024 • 24