v1v2 (latest)

Few-Shot Question Answering by Pretraining Span Selection

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

2 January 2021

Papers citing "Few-Shot Question Answering by Pretraining Span Selection"

50 / 63 papers shown

Title
Using Large Language Models for education managements in Vietnamese with low resourcesPacific Asia Conference on Language, Information and Computation (PACLIC), 2025 Duc Do Minh Vinh Nguyen Van Thang Dam Cong 244 2 0 28 Jan 2025
Pre-training, Fine-tuning and Re-ranking: A Three-Stage Framework for Legal Question Answering Shiwen Ni Hao Cheng Min Yang AILaw ELM 85 2 0 27 Dec 2024
Prompting-based Synthetic Data Generation for Few-Shot Question AnsweringInternational Conference on Language Resources and Evaluation (LREC), 2024 Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu SyDa 149 10 0 15 May 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 212 0 0 05 Feb 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 412 46 0 27 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future TrendsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 371 10 0 15 Jan 2024
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionInternational Conference on Learning Representations (ICLR), 2024 Shangyu Wu Ying Xiong Yufei Cui Xue Liu Buzhou Tang Tei-Wei Kuo Chun Jason Xue 140 4 0 04 Jan 2024
Character-level Chinese Backpack Language Models Hao Sun John Hewitt 119 1 0 19 Oct 2023
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xiusi Chen Jyun-Yu Jiang Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Wei Wang 205 17 0 08 Oct 2023
Large Language Models Vote: Prompting for Rare Disease Identification David Oniani Jordan Hilsman Hang Dong F. Gao Shiven Verma Yanshan Wang 148 16 0 24 Aug 2023
SINC: Self-Supervised In-Context Learning for Vision-Language TasksIEEE International Conference on Computer Vision (ICCV), 2023 Yi-Syuan Chen Yun-Zhu Song Cheng Yu Yeo Bei Liu Jianlong Fu Hong-Han Shuai VLM LRM 195 7 0 15 Jul 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Aaron Mueller Kanika Narang Lambert Mathias Qifan Wang Hamed Firooz RALM 183 3 0 30 Jun 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State TrackingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Björn Bebensee Haejun Lee 153 5 0 15 Jun 2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data AugmentationSDM (SDM), 2023 Xiusi Chen Yu Zhang Jinliang Deng Jyun-Yu Jiang Wei Wang 139 14 0 07 Jun 2023
Plug-and-Play Document Modules for Pre-trained ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 203 9 0 28 May 2023
Context-Aware Transformer Pre-Training for Answer Sentence SelectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Luca Di Liello Siddhant Garg Alessandro Moschitti 130 4 0 24 May 2023
Few-shot Unified Question Answering: Tuning Models or Prompts?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Srijan Bansal Semih Yavuz Bo Pang Meghana Moorthy Bhat Yingbo Zhou 168 2 0 23 May 2023
Improving Small Language Models on PubMedQA via Generative Data Augmentation Zhen Guo Peiqi Wang Yanwei Wang Shangdi Yu LM&MA MedIm 206 17 0 12 May 2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning Qianying Liu Dongsheng Yang Wenjie Zhong Fei Cheng Sadao Kurohashi AIMat 151 0 0 12 May 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 165 8 0 26 Apr 2023
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over TextIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Fangzhi Xu Jun Liu Qika Lin Tianzhe Zhao Jian Zhang Lingling Zhang ReLM LRM 146 4 0 08 Jan 2023
What Are You Token About? Dense Retrieval as Distributions Over the VocabularyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 159 42 0 20 Dec 2022
Momentum Contrastive Pre-training for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Minda Hu Muzhi Li Yasheng Wang Irwin King 222 3 0 12 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine ReaderNeural Information Processing Systems (NeurIPS), 2022 Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 172 3 0 09 Dec 2022
Nonparametric Masked Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Sewon Min Weijia Shi M. Lewis Xilun Chen Anuj Kumar Hannaneh Hajishirzi Luke Zettlemoyer RALM 272 55 0 02 Dec 2022
NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question AnsweringNatural Language Processing and Chinese Computing (NLPCC), 2022 Tengxun Zhang Hongfei Xu Josef van Genabith Deyi Xiong Hongying Zan AIMat LRM 211 8 0 07 Nov 2022
Where to start? Analyzing the potential value of intermediate modelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Leshem Choshen Elad Venezian Shachar Don-Yehiya Noam Slonim Yoav Katz MoMe 323 28 0 31 Oct 2022
DyREx: Dynamic Query Representation for Extractive Question Answering Urchade Zaratiana Niama El Khbir Dennis Núñez Pierre Holat Nadi Tomeh Thierry Charnois 169 2 0 26 Oct 2022
Exploring The Landscape of Distributional Robustness for Question Answering ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Anas Awadalla Mitchell Wortsman Gabriel Ilharco Sewon Min Ian H. Magnusson Hannaneh Hajishirzi Ludwig Schmidt ELM OOD KELM 194 22 0 22 Oct 2022
LittleBird: Efficient Faster & Longer Transformer for Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Minchul Lee Kijong Han M. Shin VLM 162 6 0 21 Oct 2022
Pre-training Language Models with Deterministic Factual KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shaobo Li Xiaoguang Li Lifeng Shang Chengjie Sun Bingquan Liu Zhenzhou Ji Xin Jiang Qun Liu KELM 157 14 0 20 Oct 2022
Factual and Informative Review Generation for Explainable RecommendationAAAI Conference on Artificial Intelligence (AAAI), 2022 Zhouhang Xie Sameer Singh Julian McAuley Bodhisattwa Prasad Majumder 213 29 0 12 Sep 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 186 20 0 05 Aug 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zhengbao Jiang Yi Mao Pengcheng He Graham Neubig Weizhu Chen LMTD 206 46 0 08 Jul 2022
Jointly Learning Span Extraction and Sequence Labeling for Information Extraction from Business DocumentsIEEE International Joint Conference on Neural Network (IJCNN), 2022 Nguyen Hong Son Hieu M. Vu Tuan-Anh Dang Nguyen Minh Le Nguyen 114 7 0 26 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 268 533 0 13 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 215 1 0 09 May 2022
ProQA: Structural Prompt-based Pre-training for Unified Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 170 37 0 09 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiadong Wang Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Yanjie Liang Ming Gao RALM 173 19 0 06 May 2022
Embedding Hallucination for Few-Shot Language Fine-tuningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Yiren Jian Chongyang Gao Soroush Vosoughi 260 4 0 03 May 2022
SkillSpan: Hard and Soft Skill Extraction from English Job PostingsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Mike Zhang Kristian Nørgaard Jensen Sif Dam Sonniks Barbara Plank 180 68 0 27 Apr 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence LabelingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Polydoros Giannouris Linjun Shou Ming Gong Jian Pei Daxin Jiang 179 10 0 11 Apr 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsWorkshop on Biomedical Natural Language Processing (BioNLP), 2022 Saadullah Amin N. Goldstein M. Wixted Alejandro García-Rudolph Catalina Martínez-Costa G. Neumann 149 8 0 10 Apr 2022
Fusing finetuned models for better pretraining Leshem Choshen Elad Venezian Noam Slonim Yoav Katz FedML AI4CE MoMe 285 109 0 06 Apr 2022
Simulating Bandit Learning from User Feedback for Extractive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ge Gao Eunsol Choi Yoav Artzi 191 18 0 18 Mar 2022
DOM-LM: Learning Generalizable Representations for HTML Documents Xiang Deng Prashant Shiralkar Colin Lockard Binxuan Huang Huan Sun AI4TS AI4CE 203 42 0 25 Jan 2022
Learning to Retrieve Passages without Supervision Ori Ram Gal Shachaf Omer Levy Jonathan Berant Amir Globerson RALM 290 67 0 14 Dec 2021
WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models Benjamin Minixhofer Fabian Paischer Navid Rekabsaz 279 99 0 13 Dec 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 239 226 0 22 Nov 2021
Tracing Origins: Coreference-aware Machine Reading Comprehension Baorong Huang Zhuosheng Zhang Hai Zhao 261 8 0 15 Oct 2021