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Is In-Context Learning Sufficient for Instruction Following in LLMs?
Paper • 2405.19874 • Published -
Implicit In-context Learning
Paper • 2405.14660 • Published -
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions
Paper • 2407.02028 • Published -
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification
Paper • 2405.15115 • Published
Collections
Discover the best community collections!
Collections including paper arxiv:2404.11018
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SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
Paper • 2408.15545 • Published • 35 -
Controllable Text Generation for Large Language Models: A Survey
Paper • 2408.12599 • Published • 64 -
To Code, or Not To Code? Exploring Impact of Code in Pre-training
Paper • 2408.10914 • Published • 42 -
Automated Design of Agentic Systems
Paper • 2408.08435 • Published • 39
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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 • 105 -
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 • 115
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Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 23 -
OLMo: Accelerating the Science of Language Models
Paper • 2402.00838 • Published • 83 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 146 -
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity
Paper • 2401.17072 • Published • 25