Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 40
LLM
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EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation
Paper • 2310.08185 • Published • 8 -
The Consensus Game: Language Model Generation via Equilibrium Search
Paper • 2310.09139 • Published • 14 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 30 -
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
Paper • 2310.09520 • Published • 11 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 78 -
VeRA: Vector-based Random Matrix Adaptation
Paper • 2310.11454 • Published • 30 -
Safe RLHF: Safe Reinforcement Learning from Human Feedback
Paper • 2310.12773 • Published • 28 -
In-Context Learning Creates Task Vectors
Paper • 2310.15916 • Published • 43 -
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
Paper • 2310.17157 • Published • 14 -
Controlled Decoding from Language Models
Paper • 2310.17022 • Published • 14 -
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
Paper • 2311.02262 • Published • 14 -
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 30 -
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
Paper • 2311.04934 • Published • 32 -
System 2 Attention (is something you might need too)
Paper • 2311.11829 • Published • 43 -
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Paper • 2311.11077 • Published • 29 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 22 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 152 -
Collaborative Development of NLP models
Paper • 2305.12219 • Published -
Suppressing Pink Elephants with Direct Principle Feedback
Paper • 2402.07896 • Published • 11 -
A Tale of Tails: Model Collapse as a Change of Scaling Laws
Paper • 2402.07043 • Published • 15 -
Direct Language Model Alignment from Online AI Feedback
Paper • 2402.04792 • Published • 35