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Collections including paper arxiv:2310.01377

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Paper • 2312.00849 • Published Dec 1, 2023 • 8
RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness

Paper • 2405.17220 • Published May 27
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

Paper • 2304.05977 • Published Apr 12, 2023 • 1
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts

Paper • 2406.12845 • Published Jun 18 • 1

UltraFeedback: Boosting Language Models with High-quality Feedback

Paper • 2310.01377 • Published Oct 2, 2023 • 5
Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15 • 82

Papers - Training - Instruction-Following

Alpaca eval: https://github.com/tatsu-lab/alpaca_eval

UltraFeedback: Boosting Language Models with High-quality Feedback

Paper • 2310.01377 • Published Oct 2, 2023 • 5
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback

Paper • 2305.14387 • Published May 22, 2023 • 1

Papers - Fine-tuning - PPO

HyperCLOVA X Technical Report

Paper • 2404.01954 • Published Apr 2 • 19
UltraFeedback: Boosting Language Models with High-quality Feedback

Paper • 2310.01377 • Published Oct 2, 2023 • 5
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback

Paper • 2305.14387 • Published May 22, 2023 • 1

Papers - University - Tsinghua University

Condition-Aware Neural Network for Controlled Image Generation

Paper • 2404.01143 • Published Apr 1 • 11
FlexiDreamer: Single Image-to-3D Generation with FlexiCubes

Paper • 2404.00987 • Published Apr 1 • 21
Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2 • 43
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline

Paper • 2404.02893 • Published Apr 3 • 19

Papers - Reward Model - Training

Transforming and Combining Rewards for Aligning Large Language Models

Paper • 2402.00742 • Published Feb 1 • 11
UltraFeedback: Boosting Language Models with High-quality Feedback

Paper • 2310.01377 • Published Oct 2, 2023 • 5
Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15 • 82
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2 • 114

Papers - Reward Model

Fine-Tuning Language Models from Human Preferences

Paper • 1909.08593 • Published Sep 18, 2019 • 2
Transforming and Combining Rewards for Aligning Large Language Models

Paper • 2402.00742 • Published Feb 1 • 11
Leverage the Average: an Analysis of KL Regularization in RL

Paper • 2003.14089 • Published Mar 31, 2020 • 2
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

Paper • 2404.01258 • Published Apr 1 • 10

Papers - Training - Critic Model

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 5
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 29
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Paper • 2402.14809 • Published Feb 22 • 2
DRLC: Reinforcement Learning with Dense Rewards from LLM Critic

Paper • 2401.07382 • Published Jan 14 • 2

Papers - Ethics

Exploring Large Language Models' Cognitive Moral Development through Defining Issues Test

Paper • 2309.13356 • Published Sep 23, 2023 • 36
Unveiling Safety Vulnerabilities of Large Language Models

Paper • 2311.04124 • Published Nov 7, 2023 • 6
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 63
Evaluating Frontier Models for Dangerous Capabilities

Paper • 2403.13793 • Published Mar 20 • 7

Papers - Fine-tuning

Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning

Paper • 2310.20587 • Published Oct 31, 2023 • 16
SELF: Language-Driven Self-Evolution for Large Language Model

Paper • 2310.00533 • Published Oct 1, 2023 • 2
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 45
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 43

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