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AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot
  Classification

AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification

1 November 2023
Yongxin Huang
Kexin Wang
Sourav Dutta
Raj Nath Patel
Goran Glavas
Iryna Gurevych
    VLM
ArXivPDFHTML

Papers citing "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification"

7 / 7 papers shown
Title
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
Zihao Chen
H. Handa
Miho Ohsaki
Kimiaki Shirahama
57
0
0
12 Mar 2025
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via
  Model Fusion of Embedding Models
REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models
Ambuje Gupta
Mrinal Rawat
Andreas Stolcke
Roberto Pieraccini
RALM
19
1
0
16 Oct 2024
Efficient Few-Shot Learning Without Prompts
Efficient Few-Shot Learning Without Prompts
Lewis Tunstall
Nils Reimers
Unso Eun Seo Jo
Luke Bates
Daniel Korat
Moshe Wasserblat
Oren Pereg
VLM
34
181
0
22 Sep 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Ilias Chalkidis
Abhik Jana
D. Hartung
M. Bommarito
Ion Androutsopoulos
Daniel Martin Katz
Nikolaos Aletras
AILaw
ELM
125
248
0
03 Oct 2021
Making Pre-trained Language Models Better Few-shot Learners
Making Pre-trained Language Models Better Few-shot Learners
Tianyu Gao
Adam Fisch
Danqi Chen
241
1,918
0
31 Dec 2020
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
178
451
0
10 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural
  Language Inference
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
258
1,587
0
21 Jan 2020
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