How Well Can a Long Sequence Model Model Long Sequences? Comparing
Architechtural Inductive Biases on Long-Context Abilities

How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities

11 July 2024

Jerry Huang

Papers citing "How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on Long-Context Abilities"

5 / 5 papers shown

Title
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 53 0 0 22 Oct 2024
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models Soham De Samuel L. Smith Anushan Fernando Aleksandar Botev George-Christian Muraru ... David Budden Yee Whye Teh Razvan Pascanu Nando de Freitas Çağlar Gülçehre Mamba 61 117 0 29 Feb 2024
Repeat After Me: Transformers are Better than State Space Models at Copying Samy Jelassi David Brandfonbrener Sham Kakade Eran Malach 100 78 0 01 Feb 2024
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 266 0 11 Mar 2023
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 253 695 0 27 Aug 2021