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Limitations of Autoregressive Models and Their Alternatives

Limitations of Autoregressive Models and Their Alternatives

22 October 2020
Chu-cheng Lin
Aaron Jaech
Xin Li
Matthew R. Gormley
Jason Eisner
ArXivPDFHTML

Papers citing "Limitations of Autoregressive Models and Their Alternatives"

15 / 15 papers shown
Title
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
Shansan Gong
Shivam Agarwal
Yizhe Zhang
Jiacheng Ye
Lin Zheng
...
Peilin Zhao
W. Bi
Jiawei Han
Hao Peng
Lingpeng Kong
AI4CE
70
14
0
23 Oct 2024
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
Jiacheng Ye
Jiahui Gao
Shansan Gong
Lin Zheng
Xin Jiang
Z. Li
Lingpeng Kong
DiffM
LRM
42
15
0
18 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space
  Variables
Detecting Machine-Generated Long-Form Content with Latent-Space Variables
Yufei Tian
Zeyu Pan
Nanyun Peng
DeLMO
23
0
0
04 Oct 2024
Local Attention Mechanism: Boosting the Transformer Architecture for
  Long-Sequence Time Series Forecasting
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting
Ignacio Aguilera-Martos
Andrés Herrera-Poyatos
Julián Luengo
Francisco Herrera
AI4TS
28
0
0
04 Oct 2024
Principled Gradient-based Markov Chain Monte Carlo for Text Generation
Principled Gradient-based Markov Chain Monte Carlo for Text Generation
Li Du
Afra Amini
Lucas Torroba Hennigen
Xinyan Velocity Yu
Jason Eisner
Holden Lee
Ryan Cotterell
BDL
18
1
0
29 Dec 2023
Recurrent Neural Language Models as Probabilistic Finite-state Automata
Recurrent Neural Language Models as Probabilistic Finite-state Automata
Anej Svete
Ryan Cotterell
28
2
0
08 Oct 2023
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning
Jiasheng Ye
Zaixiang Zheng
Yu Bao
Lihua Qian
Quanquan Gu
DiffM
52
14
0
23 Aug 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win
Mini-Giants: "Small" Language Models and Open Source Win-Win
Zhengping Zhou
Lezhi Li
Xinxi Chen
Andy Li
SyDa
ALM
MoE
24
6
0
17 Jul 2023
Likelihood-Based Diffusion Language Models
Likelihood-Based Diffusion Language Models
Ishaan Gulrajani
Tatsunori B. Hashimoto
DiffM
18
51
0
30 May 2023
Faith and Fate: Limits of Transformers on Compositionality
Faith and Fate: Limits of Transformers on Compositionality
Nouha Dziri
Ximing Lu
Melanie Sclar
Xiang Lorraine Li
Liwei Jian
...
Sean Welleck
Xiang Ren
Allyson Ettinger
Zaïd Harchaoui
Yejin Choi
ReLM
LRM
28
327
0
29 May 2023
Stochastic Code Generation
Stochastic Code Generation
Swapnil Sharma
Nikita Anand
V. KranthiKiranG.
SyDa
14
0
0
14 Apr 2023
Imitating Human Behaviour with Diffusion Models
Imitating Human Behaviour with Diffusion Models
Tim Pearce
Tabish Rashid
Anssi Kanervisto
David Bignell
Mingfei Sun
...
Sergio Valcarcel Macua
Shan Zheng Tan
Ida Momennejad
Katja Hofmann
Sam Devlin
DiffM
20
203
0
25 Jan 2023
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon
  Prediction of Event Sequences
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
Siqiao Xue
X. Shi
James Y. Zhang
Hongyuan Mei
AI4TS
11
34
0
04 Oct 2022
Sequence-to-Sequence Learning with Latent Neural Grammars
Sequence-to-Sequence Learning with Latent Neural Grammars
Yoon Kim
25
40
0
02 Sep 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
294
6,943
0
20 Apr 2018
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