Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference

21 January 2020

Papers citing "Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference"

50 / 58 papers shown

Title
MCP-RADAR: A Multi-Dimensional Benchmark for Evaluating Tool Use Capabilities in Large Language Models Xuanqi Gao Siyi Xie Juan Zhai Shqing Ma Chao Shen ELM 24 0 0 22 May 2025
Prompt Engineering: How Prompt Vocabulary affects Domain Knowledge Dimitri Schreiter 35 0 0 10 May 2025
Mapping the Italian Telegram Ecosystem: Communities, Toxicity, and Hate Speech Lorenzo Alvisi S. Tardelli Maurizio Tesconi 307 0 0 28 Apr 2025
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 78 0 0 09 Apr 2025
SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models Jiawen Zhang Kejia Chen Zunlei Feng Jian Lou Mingli Song Qingbin Liu Xiaoyu Yang AAML SILM FedML 66 1 0 02 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 98 9 0 23 Jan 2025
Chain-of-Translation Prompting (CoTR): A Novel Prompting Technique for Low Resource Languages Tejas Deshpande Nidhi Kowtal Raviraj Joshi LRM 69 1 0 31 Dec 2024
Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning Hong Liu Saisai Gong Yixin Ji Kaixin Wu Jia Xu Jinjie Gu 84 1 0 17 Dec 2024
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search Kaixin Wu Yixin Ji Ziyang Chen Qiang Wang Cunxiang Wang ... Jia Xu Zhongyi Liu Jinjie Gu Yuan Zhou Linjian Mo KELM CLL 108 0 0 02 Dec 2024
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application Analysis Jingyun Sun Zhongze Luo 67 0 0 17 Nov 2024
Grammatical Error Correction for Low-Resource Languages: The Case of Zarma Mamadou K. Keita Christopher Homan Sofiane Abdoulaye Hamani Adwoa Bremang Marcos Zampieri Habibatou Abdoulaye Alfari Elysabhete Amadou Ibrahim 62 0 0 20 Oct 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 114 3 0 20 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs Quang H. Nguyen Duy C. Hoang Juliette Decugis Saurav Manchanda Nitesh Chawla Khoa D. Doan Khoa D. Doan 122 8 0 15 Jul 2024
Paraphrase Types Elicit Prompt Engineering Capabilities Jan Philip Wahle Terry Ruas Yang Xu Bela Gipp 64 9 0 28 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 63 33 0 20 Jun 2024
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios Markus Bayer Justin Lutz Christian A. Reuter 86 7 0 17 May 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning Xupeng Miao Gabriele Oliaro Xinhao Cheng Vineeth Kada Ruohan Gao ... April Yang Yingcheng Wang Mengdi Wu Colin Unger Zhihao Jia MoE 108 10 0 29 Feb 2024
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers Shuzhou Yuan Ercong Nie Bolei Ma Michael Farber 62 3 0 18 Feb 2024
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications Yuhang Zhou Paiheng Xu Xiyao Wang Xuan Lu Ge Gao Wei Ai 72 5 0 22 Jan 2024
P-Transformer: A Prompt-based Multimodal Transformer Architecture For Medical Tabular Data Y. Ruan Xiang Lan Daniel J. Tan H. Abdullah Mengling Feng LMTD MedIm 84 1 0 30 Mar 2023
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 58 24 0 18 Mar 2022
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen Zichao Yang Diyi Yang VLM 51 358 0 25 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 31 260 0 11 Apr 2020
X-Stance: A Multilingual Multi-Target Dataset for Stance Detection Jannis Vamvas Rico Sennrich 31 88 0 18 Mar 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 50 303 0 31 Dec 2019
Zero-shot Text Classification With Generative Language Models Raul Puri Bryan Catanzaro VLM 47 104 0 10 Dec 2019
Inducing Relational Knowledge from BERT Zied Bouraoui Jose Camacho-Collados Steven Schockaert 50 167 0 28 Nov 2019
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 77 1,387 0 28 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 39 319 0 08 Nov 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 124 6,454 0 05 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 204 19,824 0 23 Oct 2019
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 259 272 0 30 Sep 2019
Argumentative Relation Classification as Plausibility Ranking Juri Opitz 26 15 0 19 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 515 2,639 0 03 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 52 330 0 02 Sep 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin Jamaal Hay Dan Roth 99 543 0 31 Aug 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Zi-Yi Dou Keyi Yu Antonios Anastasopoulos 30 127 0 27 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 39 602 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 341 24,160 0 26 Jul 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 43 211 0 24 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 156 8,386 0 19 Jun 2019
Domain Adaptive Dialog Generation via Meta Learning Kun Qian Zhou Yu VLM OffRL 33 130 0 08 Jun 2019
Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Cunxiang Wang Shuailong Liang Yue Zhang Xiaonan Li Tian Gao LRM 34 111 0 02 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 50 1,508 0 14 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 88 2,306 0 29 Apr 2019
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking Timo Schick Hinrich Schütze 36 96 0 14 Apr 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 40 130 0 27 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 782 93,936 0 11 Oct 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 69 342 0 25 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 49 641 0 20 Jun 2018