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Mar 20, 2024
Mar 20, 2024
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Discover the best community collections!
Collections including paper arxiv:2005.11401
Collection by
Nov 12, 2024
Nov 12, 2024
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 10 -
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Paper • 2401.08406 • Published • 37 -
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Paper • 2104.08663 • Published • 3 -
Precise Zero-Shot Dense Retrieval without Relevance Labels
Paper • 2212.10496 • Published • 2
Collection by
Feb 23, 2024
Feb 23, 2024
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Attention Is All You Need
Paper • 1706.03762 • Published • 55 -
You Only Look Once: Unified, Real-Time Object Detection
Paper • 1506.02640 • Published • 1 -
HEp-2 Cell Image Classification with Deep Convolutional Neural Networks
Paper • 1504.02531 • Published -
Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Paper • 2401.05566 • Published • 29
Collection by
Jan 10, 2024
Jan 10, 2024
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LoRA: Low-Rank Adaptation of Large Language Models
Paper • 2106.09685 • Published • 35 -
Attention Is All You Need
Paper • 1706.03762 • Published • 55 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 53 -
Lost in the Middle: How Language Models Use Long Contexts
Paper • 2307.03172 • Published • 40
Collection by
Dec 28, 2023
Dec 28, 2023
Collection by
Dec 15, 2023
Dec 15, 2023
Collection by
Apr 3, 2024
Apr 3, 2024
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Attention Is All You Need
Paper • 1706.03762 • Published • 55 -
LoRA: Low-Rank Adaptation of Large Language Models
Paper • 2106.09685 • Published • 35 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 53 -
Lost in the Middle: How Language Models Use Long Contexts
Paper • 2307.03172 • Published • 40
Collection by
Jan 17
Jan 17
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Attention Is All You Need
Paper • 1706.03762 • Published • 55 -
Language Models are Few-Shot Learners
Paper • 2005.14165 • Published • 13 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 11 -
Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 73
Collection by
Jan 25
Jan 25
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Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
Paper • 2402.02805 • Published • 1 -
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling
Paper • 1906.07241 • Published • 2 -
A Latent Space Theory for Emergent Abilities in Large Language Models
Paper • 2304.09960 • Published • 3 -
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
Paper • 2310.01061 • Published • 2
Collection by
Feb 11, 2024
Feb 11, 2024
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JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Paper • 2310.17631 • Published • 34 -
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper • 2310.12823 • Published • 35 -
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Paper • 2303.16634 • Published • 3 -
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems
Paper • 2310.12397 • Published • 1