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Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
Paper • 2312.06134 • Published • 2 -
Efficient Monotonic Multihead Attention
Paper • 2312.04515 • Published • 6 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 37 -
Exploring Format Consistency for Instruction Tuning
Paper • 2307.15504 • Published • 7
Collections
Discover the best community collections!
Collections including paper arxiv:2312.13401
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Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 104 -
How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 40 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 19 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 36
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Self-Rewarding Language Models
Paper • 2401.10020 • Published • 145 -
ReFT: Reasoning with Reinforced Fine-Tuning
Paper • 2401.08967 • Published • 29 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 21 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 66
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aMUSEd: An Open MUSE Reproduction
Paper • 2401.01808 • Published • 28 -
From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
Paper • 2401.01885 • Published • 27 -
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity
Paper • 2401.00604 • Published • 4 -
LARP: Language-Agent Role Play for Open-World Games
Paper • 2312.17653 • Published • 31
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Ziya2: Data-centric Learning is All LLMs Need
Paper • 2311.03301 • Published • 16 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 16 -
TinyGSM: achieving >80% on GSM8k with small language models
Paper • 2312.09241 • Published • 37 -
Time is Encoded in the Weights of Finetuned Language Models
Paper • 2312.13401 • Published • 20
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 11 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 12 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 37