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2212.06950
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Pre-trained Language Models Can be Fully Zero-Shot Learners
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
14 December 2022
Xuandong Zhao
Siqi Ouyang
Zhiguo Yu
Ming-li Wu
Lei Li
VLM
LRM
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Papers citing
"Pre-trained Language Models Can be Fully Zero-Shot Learners"
21 / 21 papers shown
TRepLiNa: Layer-wise CKA+REPINA Alignment Improves Low-Resource Machine Translation in Aya-23 8B
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Nicholas Jennings
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Tatiana Anikina
Jesujoba Oluwadara Alabi
246
0
0
03 Oct 2025
A Survey on Retrieval And Structuring Augmented Generation with Large Language Models
Pengcheng Jiang
Siru Ouyang
Yizhu Jiao
Ming Zhong
Runchu Tian
Jiawei Han
RALM
KELM
290
10
0
12 Sep 2025
Empirical Study of Code Large Language Models for Binary Security Patch Detection
Qingyuan Li
Binchang Li
Cuiyun Gao
Shuzheng Gao
Zongjie Li
131
1
0
07 Sep 2025
Manual Verbalizer Enrichment for Few-Shot Text Classification
Quang Anh Nguyen
Nadi Tomeh
M. Lebbah
Thierry Charnois
Hanene Azzag
Santiago Cordoba Muñoz
VLM
387
0
0
08 Oct 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zhiwen You
Kanyao Han
Haotian Zhu
Bertram Ludäscher
Jana Diesner
203
3
0
02 Oct 2024
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task
International Conference on Intelligent Computing (ICIC), 2024
Xindi Tong
Yujin Zhu
Shijian Fan
Liang Xu
544
1
0
26 Sep 2024
LumberChunker: Long-Form Narrative Document Segmentation
André V. Duarte
Joao Marques
Miguel Graça
M. Freire
Lei Li
Arlindo L. Oliveira
177
38
0
25 Jun 2024
A LLM-Based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation
I. Zubiaga
A. Soroa
Rodrigo Agerri
299
10
0
21 Jun 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
Letian Peng
Yi Gu
Chengyu Dong
Zihan Wang
Jingbo Shang
272
2
0
17 Jun 2024
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning
Ahmed Elshabrawy
Yongix Huang
Iryna Gurevych
Alham Fikri Aji
226
2
0
19 Apr 2024
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification
Pierre Lepagnol
Thomas Gerald
Sahar Ghannay
Christophe Servan
Sophie Rosset
268
26
0
17 Apr 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM
Letian Peng
Jingbo Shang
376
7
0
16 Apr 2024
RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules
Miaomiao Li
Jiaqi Zhu
Yang Wang
Yi Yang
Yilin Li
Hongan Wang
LRM
335
5
0
05 Mar 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
Yunyi Zhang
Ruozhen Yang
Xueqiang Xu
Rui Li
Jinfeng Xiao
Jiaming Shen
Jiawei Han
600
49
0
29 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Simone Balloccu
Patrícia Schmidtová
Mateusz Lango
Ondrej Dusek
SILM
ELM
PILM
565
300
0
06 Feb 2024
Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines
Hamed Damirchi
Cristian Rodriguez-Opazo
Ehsan Abbasnejad
Damien Teney
Javen Qinfeng Shi
Stephen Gould
Anton Van Den Hengel
VLM
257
0
0
29 Nov 2023
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Letian Peng
Zihan Wang
Jingbo Shang
247
5
0
06 Nov 2023
Universal Self-Adaptive Prompting
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xingchen Wan
Ruoxi Sun
Hootan Nakhost
H. Dai
Julian Martin Eisenschlos
Sercan O. Arik
Tomas Pfister
LRM
283
13
0
24 May 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chengyu Dong
Zihan Wang
Jingbo Shang
390
6
0
24 May 2023
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zihan Wang
Tianle Wang
Dheeraj Mekala
Jingbo Shang
VLM
228
9
0
22 May 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yizhong Wang
Yeganeh Kordi
Swaroop Mishra
Alisa Liu
Noah A. Smith
Daniel Khashabi
Hannaneh Hajishirzi
ALM
SyDa
LRM
1.0K
3,055
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20 Dec 2022
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