johnr0
's Collections
Chain-of-Verification Reduces Hallucination in Large Language Models
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2309.11495
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Published
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38
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form
Narrative Text Generation
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2310.08185
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Published
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6
The Consensus Game: Language Model Generation via Equilibrium Search
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2310.09139
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Published
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12
In-Context Pretraining: Language Modeling Beyond Document Boundaries
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2310.10638
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Published
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28
Reward-Augmented Decoding: Efficient Controlled Text Generation With a
Unidirectional Reward Model
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2310.09520
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Published
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10
Self-RAG: Learning to Retrieve, Generate, and Critique through
Self-Reflection
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2310.11511
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Published
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73
VeRA: Vector-based Random Matrix Adaptation
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2310.11454
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Published
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27
Safe RLHF: Safe Reinforcement Learning from Human Feedback
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2310.12773
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Published
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28
In-Context Learning Creates Task Vectors
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2310.15916
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Published
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41
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
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2310.17157
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Published
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11
Controlled Decoding from Language Models
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2310.17022
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Published
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14
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
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2311.02262
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Published
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10
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
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2311.03285
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Published
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28
Prompt Cache: Modular Attention Reuse for Low-Latency Inference
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2311.04934
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Published
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27
System 2 Attention (is something you might need too)
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2311.11829
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Published
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39
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer
Learning
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2311.11077
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Published
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24
Tuning Language Models by Proxy
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2401.08565
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Published
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20
Self-Rewarding Language Models
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2401.10020
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Published
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140
Collaborative Development of NLP models
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2305.12219
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Published
Suppressing Pink Elephants with Direct Principle Feedback
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2402.07896
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Published
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9
A Tale of Tails: Model Collapse as a Change of Scaling Laws
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2402.07043
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Published
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13
Direct Language Model Alignment from Online AI Feedback
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2402.04792
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Published
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27