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Ankit Singh Rawat
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7
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
24 October 2024 by
Ankit Singh Rawat
and
others
at
Google
Machine Learning
,
Computation and Language
Faster Cascades via Speculative Decoding
21 October 2024 by
Harikrishna Narasimhan
and
others
Computation and Language
,
Artificial Intelligence
A Statistical Framework for Data-dependent Retrieval-Augmented Models
27 August 2024 by
Soumya Basu
and
others
Machine Learning
,
Artificial Intelligence
Analysis of Plan-based Retrieval for Grounded Text Generation
20 August 2024 by
Ameya Godbole
and
others
Computation and Language
,
Information Retrieval
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
13 July 2024 by
Yingcong Li
and
others
Machine Learning
,
Artificial Intelligence
Efficient Document Ranking with Learnable Late Interactions
25 June 2024 by
Ziwei Ji
and
others
Information Retrieval
,
Artificial Intelligence
Think before you speak: Training Language Models With Pause Tokens
1
21 April 2024 by
Sachin Goyal
and
others
at
Google
Computation and Language
,
Artificial Intelligence
Language Model Cascades: Token-level uncertainty and beyond
15 April 2024 by
Neha Gupta
and
others
Computation and Language
,
Artificial Intelligence
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
31 March 2024 by
Yongchao Zhou
and
others
at
Google
Computation and Language
,
Artificial Intelligence
Mechanics of Next Token Prediction with Self-Attention
12 March 2024 by
Yingcong Li
and
others
Machine Learning
,
Artificial Intelligence
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
21 February 2024 by
M. Emrullah Ildiz
and
others
Machine Learning
,
Artificial Intelligence
When Does Confidence-Based Cascade Deferral Suffice?
23 January 2024 by
Wittawat Jitkrittum
and
others
Machine Learning
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