Articles by Ben Athiwaratkun | Synthical

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18

Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping

7 February 2025 by Muru Zhang and others

Machine Learning, Computation and Language

RedPajama: an Open Dataset for Training Large Language Models

19 November 2024 by Maurice Weber and others

Computation and Language, Machine Learning

Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models

14 October 2024 by Rahul Thapa and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Training-Free Activation Sparsity in Large Language Models

26 August 2024 by James Liu and others

Computation and Language, Artificial Intelligence

Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs

11 July 2024 by Ben Athiwaratkun and others

Machine Learning, Artificial Intelligence

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies

11 June 2024 by Junlin Wang and others

Computation and Language

Mixture-of-Agents Enhances Large Language Model Capabilities

7 June 2024 by Junlin Wang and others at

Duke University

Computation and Language

Token Alignment via Character Matching for Subword Completion

13 March 2024 by Ben Athiwaratkun and others

Computation and Language, Artificial Intelligence

Multi-lingual Evaluation of Code Generation Models

22 March 2023 by Ben Athiwaratkun and others

Machine Learning, Computation and Language

Greener yet Powerful: Taming Large Code Generation Models with Quantization

9 March 2023 by Xiaokai Wei and others

Machine Learning, Software Engineering

Joint Text and Label Generation for Spoken Language Understanding

11 May 2021 by Yang Li and others

Computation and Language, Machine Learning

Generative Context Pair Selection for Multi-hop Question Answering

18 April 2021 by Dheeru Dua and others

Computation and Language

Structured Prediction as Translation between Augmented Natural Languages

28 January 2021 by Giovanni Paolini and others

Machine Learning, Computation and Language

Augmented Natural Language for Generative Sequence Labeling

15 September 2020 by Ben Athiwaratkun and others

Computation and Language, Machine Learning

Multimodal Word Distributions

9 September 2019 by Ben Athiwaratkun and Andrew Gordon Wilson

Machine Learning, Artificial Intelligence

Improving Consistency-Based Semi-Supervised Learning with Weight Averaging

19 June 2018 by Ben Athiwaratkun and others

Machine Learning, Artificial Intelligence

Probabilistic FastText for Multi-Sense Word Embeddings

7 June 2018 by Ben Athiwaratkun and others

Computation and Language, Artificial Intelligence

Hierarchical Density Order Embeddings

26 April 2018 by Ben Athiwaratkun and Andrew Gordon Wilson

Computation and Language, Artificial Intelligence

Infinite symmetric ergodic index and related examples in infinite measure

5 February 2017 by Isaac Loh and others

Dynamical Systems

Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification

27 October 2016 by Xilun Chen and others

Computation and Language

Feature Representation in Convolutional Neural Networks

8 July 2015 by Ben Athiwaratkun and Keegan Kang

Computer Vision and Pattern Recognition

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Topics

Machine Learning Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition Software Engineering Dynamical Systems