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Building Efficient Universal Classifiers with Natural Language Inference
v1v2 (latest)

Building Efficient Universal Classifiers with Natural Language Inference

29 December 2023
Moritz Laurer
W. Atteveldt
Andreu Casas
Kasper Welbers
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "Building Efficient Universal Classifiers with Natural Language Inference"

10 / 10 papers shown
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining
Sipeng Zhang
Longfei Yun
Zilong Wang
Jingbo Shang
Letian Peng
214
1
0
01 Oct 2025
GLiClass: Generalist Lightweight Model for Sequence Classification Tasks
GLiClass: Generalist Lightweight Model for Sequence Classification Tasks
Ihor Stepanov
Mykhailo Shtopko
Dmytro Vodianytskyi
Oleksandr Lukashov
Alexander Yavorskyi
Mykyta Yaroshenko
VLM
105
1
0
11 Aug 2025
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
Junqi Jiang
Tom Bewley
Salim I. Amoukou
Francesco Leofante
Antonio Rago
Saumitra Mishra
Francesca Toni
244
2
0
18 Jun 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation
Gwen Yidou Weng
Benjie Wang
Karen Ullrich
BDL
977
4
0
25 Apr 2025
DiffGuard: Text-Based Safety Checker for Diffusion Models
DiffGuard: Text-Based Safety Checker for Diffusion Models
Massine El Khader
Elias Al Bouzidi
Abdellah Oumida
Mohammed Sbaihi
Eliott Binard
Jean-Philippe Poli
Wassila Ouerdane
Boussad Addad
Katarzyna Kapusta
DiffM
534
0
0
20 Feb 2025
Experimenting with Legal AI Solutions: The Case of Question-Answering
  for Access to Justice
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice
Jonathan Li
R. Bhambhoria
Samuel Dahan
Xiaodan Zhu
ELMAILaw
229
5
0
12 Sep 2024
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for
  Political Text
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text
Michael Burnham
Kayla Kahn
Ryan Yank Wang
Rachel X. Peng
181
12
0
03 Sep 2024
Large-Scale Security Analysis of Real-World Backend Deployments Speaking
  IoT-Focused Protocols
Large-Scale Security Analysis of Real-World Backend Deployments Speaking IoT-Focused ProtocolsInternational Symposium on Recent Advances in Intrusion Detection (RAID), 2024
Carlotta Tagliaro
Martina Komsic
Andrea Continella
Kevin Borgolte
Martina Lindorfer
149
13
0
15 May 2024
Stance Detection: A Practical Guide to Classifying Political Beliefs in
  Text
Stance Detection: A Practical Guide to Classifying Political Beliefs in TextPolitical Science Research and Methods (PSRM), 2023
Michael Burnham
343
27
0
02 May 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
771
574
0
10 Mar 2020
1
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