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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 90 -
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
Paper • 2402.09320 • Published • 6 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 102
Collections
Discover the best community collections!
Collections including paper arxiv:2402.06155
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Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Paper • 2402.19427 • Published • 48 -
Simple linear attention language models balance the recall-throughput tradeoff
Paper • 2402.18668 • Published • 17 -
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
Paper • 2402.15220 • Published • 18 -
Linear Transformers are Versatile In-Context Learners
Paper • 2402.14180 • Published • 5
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A Primer on the Inner Workings of Transformer-based Language Models
Paper • 2405.00208 • Published • 6 -
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
Paper • 2404.07129 • Published • 3 -
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
Paper • 2404.07004 • Published • 3 -
Does Transformer Interpretability Transfer to RNNs?
Paper • 2404.05971 • Published • 3
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Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 68 -
ToolTalk: Evaluating Tool-Usage in a Conversational Setting
Paper • 2311.10775 • Published • 7 -
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Paper • 2311.11077 • Published • 24 -
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
Paper • 2311.11501 • Published • 32