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Aug 12, 2024
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Mar 28, 2024
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 15 -
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Paper • 2401.08406 • Published • 87 -
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Paper • 2104.08663 • Published • 5 -
Precise Zero-Shot Dense Retrieval without Relevance Labels
Paper • 2212.10496 • Published • 6
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Apr 4, 2024
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Mar 1, 2024
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Mar 1, 2024
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Feb 12
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NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
Paper • 2402.15343 • Published • 17 -
numind/NuNER-v2.0
Token Classification • 0.1B • Updated • 7k • 45 -
numind/NuNER-v0.1
Token Classification • Updated • 11.5k • 64 -
numind/NuNER-multilingual-v0.1
Token Classification • Updated • 6.03k • 71
Collection by Mar 1, 2024
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Lost in the Middle: How Language Models Use Long Contexts
Paper • 2307.03172 • Published • 44 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 32 -
Attention Is All You Need
Paper • 1706.03762 • Published • 149 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 252
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Mar 1, 2024
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Mar 1, 2024
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Apr 9, 2024
Collection by Aug 12, 2024
Collection by Feb 12
-
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
Paper • 2402.15343 • Published • 17 -
numind/NuNER-v2.0
Token Classification • 0.1B • Updated • 7k • 45 -
numind/NuNER-v0.1
Token Classification • Updated • 11.5k • 64 -
numind/NuNER-multilingual-v0.1
Token Classification • Updated • 6.03k • 71
Collection by Mar 28, 2024
-
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 15 -
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Paper • 2401.08406 • Published • 87 -
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
Paper • 2104.08663 • Published • 5 -
Precise Zero-Shot Dense Retrieval without Relevance Labels
Paper • 2212.10496 • Published • 6
Collection by Mar 1, 2024
-
Lost in the Middle: How Language Models Use Long Contexts
Paper • 2307.03172 • Published • 44 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 32 -
Attention Is All You Need
Paper • 1706.03762 • Published • 149 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 252
Collection by Apr 4, 2024
Collection by Mar 1, 2024
Collection by Mar 1, 2024
Collection by Mar 1, 2024
Collection by Mar 1, 2024
Collection by Apr 9, 2024