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Fine-tuning Language Models for Factuality
Paper • 2311.08401 • Published • 28 -
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
Paper • 2308.03188 • Published • 2 -
Trusted Source Alignment in Large Language Models
Paper • 2311.06697 • Published • 10 -
Long-form factuality in large language models
Paper • 2403.18802 • Published • 23
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Collections including paper arxiv:2311.08401
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Woodpecker: Hallucination Correction for Multimodal Large Language Models
Paper • 2310.16045 • Published • 14 -
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models
Paper • 2310.14566 • Published • 25 -
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models
Paper • 2310.12426 • Published • 1 -
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration
Paper • 2310.00280 • Published • 3
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Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Paper • 2310.20587 • Published • 16 -
SELF: Language-Driven Self-Evolution for Large Language Model
Paper • 2310.00533 • Published • 2 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 45 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 43
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ChatAnything: Facetime Chat with LLM-Enhanced Personas
Paper • 2311.06772 • Published • 34 -
Fine-tuning Language Models for Factuality
Paper • 2311.08401 • Published • 28 -
A Survey on Language Models for Code
Paper • 2311.07989 • Published • 21 -
Instruction-Following Evaluation for Large Language Models
Paper • 2311.07911 • Published • 19
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Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
Paper • 2310.09520 • Published • 10 -
When can transformers reason with abstract symbols?
Paper • 2310.09753 • Published • 2 -
Improving Large Language Model Fine-tuning for Solving Math Problems
Paper • 2310.10047 • Published • 5 -
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
Paper • 2311.00571 • Published • 40