conftrace_

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8 papers

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large language model (5) mechanistic interpretability (3) arithmetic computation (1) causal intervention (1) fixed-point arithmetic (1) hardware accelerator (1) word embedding (1) magnitude estimation (1) numerical reasoning (1) embedding analysis (1)

Papers

Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026 Understanding Counting Mechanisms in Large Language and Vision-Language Models CVPR 2026 Language Models Encode the Value of Numbers Linearly COLING 2025 BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization ICML 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Be Like Water: Adaptive Floating Point for Machine Learning ICML 2022 Exploring Numeracy in Word Embeddings ACL 2019 Training DNNs with Hybrid Block Floating Point NeurIPS 2018