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Nov 15, 2024
Nov 15, 2024
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Collections including paper arxiv:2405.17399
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May 28, 2024
May 28, 2024
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27 days ago
27 days ago
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The Impact of Positional Encoding on Length Generalization in Transformers
Paper • 2305.19466 • Published • 2 -
Transformers Can Do Arithmetic with the Right Embeddings
Paper • 2405.17399 • Published • 52 -
Teaching Transformers Causal Reasoning through Axiomatic Training
Paper • 2407.07612 • Published • 2 -
Round and Round We Go! What makes Rotary Positional Encodings useful?
Paper • 2410.06205 • Published • 1
Collection by
Nov 19, 2024
Nov 19, 2024
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DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 181 -
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
Paper • 2401.04658 • Published • 26 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 44 -
Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 17
Collection by
May 28, 2024
May 28, 2024
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The Impact of Positional Encoding on Length Generalization in Transformers
Paper • 2305.19466 • Published • 2 -
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings
Paper • 2305.13571 • Published • 2 -
Position Prediction as an Effective Pretraining Strategy
Paper • 2207.07611 • Published • 1 -
Transformer Language Models without Positional Encodings Still Learn Positional Information
Paper • 2203.16634 • Published • 5
Collection by
May 28, 2024
May 28, 2024
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Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 12 -
YaRN: Efficient Context Window Extension of Large Language Models
Paper • 2309.00071 • Published • 66 -
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
Paper • 2309.10400 • Published • 26 -
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Paper • 2205.13522 • Published • 1
Collection by
May 31, 2024
May 31, 2024
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KwaiYiiMath: Technical Report
Paper • 2310.07488 • Published • 2 -
Forward-Backward Reasoning in Large Language Models for Mathematical Verification
Paper • 2308.07758 • Published • 4 -
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning
Paper • 2309.10814 • Published • 3 -
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Paper • 2310.03731 • Published • 29