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Nov 24, 2023
Nov 24, 2023
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Discover the best community collections!
Collections including paper arxiv:2309.11495
Collection by
Feb 14, 2024
Feb 14, 2024
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Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
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 • 13 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 29
Collection by
Nov 22, 2024
Nov 22, 2024
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Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training
Paper • 2410.15460 • Published • 1 -
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
Paper • 2410.18860 • Published • 9 -
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Paper • 2411.14257 • Published • 12
Collection by
Sep 21, 2023
Sep 21, 2023
Collection by
Nov 4, 2024
Nov 4, 2024
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CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 85 -
PDFTriage: Question Answering over Long, Structured Documents
Paper • 2309.08872 • Published • 54 -
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 88
Collection by
Dec 8, 2023
Dec 8, 2023
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Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 76 -
Graph of Thoughts: Solving Elaborate Problems with Large Language Models
Paper • 2308.09687 • Published • 7 -
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
Paper • 2211.12588 • Published • 3
Collection by
Sep 25, 2023
Sep 25, 2023
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Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
Ambiguity-Aware In-Context Learning with Large Language Models
Paper • 2309.07900 • Published • 4 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 12
Collection by
Oct 2, 2023
Oct 2, 2023
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Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 87 -
When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale
Paper • 2309.04564 • Published • 15 -
Large-Scale Automatic Audiobook Creation
Paper • 2309.03926 • Published • 54 -
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute
Paper • 2309.11197 • Published • 4
Collection by
Jan 31, 2024
Jan 31, 2024
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Large Language Models as Optimizers
Paper • 2309.03409 • Published • 76 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 33 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 87 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25