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LAIT: Efficient Multi-Segment Encoding in Transformers with
  Layer-Adjustable Interaction

LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

Annual Meeting of the Association for Computational Linguistics (ACL), 2023
31 May 2023
Jeremiah Milbauer
Annie Louis
Mohammad Javad Hosseini
Alex Fabrikant
Donald Metzler
Tal Schuster
ArXiv (abs)PDFHTML

Papers citing "LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction"

8 / 8 papers shown
Title
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRAInternational Conference on Learning Representations (ICLR), 2024
Sangmin Bae
Adam Fisch
Hrayr Harutyunyan
Ziwei Ji
Seungyeon Kim
Tal Schuster
KELM
376
20
0
28 Oct 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference
Block Transformer: Global-to-Local Language Modeling for Fast Inference
Namgyu Ho
Sangmin Bae
Taehyeon Kim
Hyunjik Jo
Yireun Kim
Tal Schuster
Adam Fisch
James Thorne
Se-Young Yun
290
27
0
04 Jun 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic
  Representations
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
Sihao Chen
Hongming Zhang
Tong Chen
Ben Zhou
Wenhao Yu
Dian Yu
Baolin Peng
Hongwei Wang
Dan Roth
Dong Yu
SSL
231
19
0
07 Nov 2023
From Nuisance to News Sense: Augmenting the News with Cross-Document
  Evidence and Context
From Nuisance to News Sense: Augmenting the News with Cross-Document Evidence and Context
Jeremiah Milbauer
Ziqi Ding
Zhijin Wu
Tongshuang Wu
215
2
0
06 Oct 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory
MEMORY-VQ: Compression for Tractable Internet-Scale MemoryNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Yury Zemlyanskiy
Michiel de Jong
Luke Vilnis
Santiago Ontañón
William W. Cohen
Sumit Sanghai
Joshua Ainslie
RALMMQ
164
2
0
28 Aug 2023
GLIMMER: generalized late-interaction memory reranker
GLIMMER: generalized late-interaction memory reranker
Michiel de Jong
Yury Zemlyanskiy
Nicholas FitzGerald
Sumit Sanghai
William W. Cohen
Joshua Ainslie
RALM
209
9
0
17 Jun 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to
  retrieval augmentation makes the most of your compute
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your computeInternational Conference on Machine Learning (ICML), 2023
Michiel de Jong
Yury Zemlyanskiy
Nicholas FitzGerald
Joshua Ainslie
Sumit Sanghai
Fei Sha
William W. Cohen
RALM
219
20
0
25 Jan 2023
Efficient Intent Detection with Dual Sentence Encoders
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
590
552
0
10 Mar 2020
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