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Supervised and Unsupervised Transfer Learning for Question Answering

14 November 2017

Papers citing "Supervised and Unsupervised Transfer Learning for Question Answering"

32 / 32 papers shown

Title
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum Hadi Pouransari Chun-Liang Li Jen-Hao Rick Chang Pavan Kumar Anasosalu Vasu Cem Koc Vaishaal Shankar Oncel Tuzel 93 11 0 08 Jan 2025
Analyzing Multiple-Choice Reading and Listening Comprehension Tests Vatsal Raina Adian Liusie Mark Gales ELM 100 3 0 03 Jul 2023
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Johannes Graf G. Lancho Patrick Zschech Kai Heinrich 41 3 0 19 Apr 2022
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask Bilal Ghanem Lauren Lutz Coleman Julia Rivard Dexter Spencer McIntosh von der Ohe Alona Fyshe AI4Ed 54 32 0 06 Apr 2022
Auto-Transfer: Learning to Route Transferrable Representations K. Murugesan Vijay Sadashivaiah Ronny Luss Karthikeyan Shanmugam Pin-Yu Chen Amit Dhurandhar AAML 73 5 0 02 Feb 2022
Improving Question Answering Performance Using Knowledge Distillation and Active Learning Yasaman Boreshban Seyed Morteza Mirbostani Gholamreza Ghassem-Sani Seyed Abolghasem Mirroshandel Shahin Amiriparian 83 16 0 26 Sep 2021
An Initial Investigation of Non-Native Spoken Question-Answering V. Raina Mark Gales 66 1 0 09 Jul 2021
Zero-Shot Estimation of Base Models' Weights in Ensemble of Machine Reading Comprehension Systems for Robust Generalization Razieh Baradaran Hossein Amirkhani 52 1 0 30 Jun 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Devang Kulshreshtha Robert Belfer Iulian Serban Siva Reddy OOD 77 16 0 18 Apr 2021
Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition Cheng Yi Shiyu Zhou Bo Xu 108 40 0 17 Jan 2021
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 71 5 0 28 Dec 2020
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 77 35 0 30 Oct 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation Rong Zhang Revanth Reddy Gangi Reddy Md Arafat Sultan Vittorio Castelli Anthony Ferritto Radu Florian Efsun Sarioglu Kayi Salim Roukos Avirup Sil T. Ward 61 44 0 12 Oct 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 85 12 0 12 Sep 2020
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis Lazhar Khelifi M. Mignotte 91 265 0 10 Jun 2020
Contextual Dialogue Act Classification for Open-Domain Conversational Agents Ali Ahmadvand J. Choi Eugene Agichtein 41 39 0 28 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 90 65 0 01 May 2020
Learning to Ask Screening Questions for Job Postings Baoxu Shi Shan Li Jaewon Yang Mustafa Emre Kazdagli Qi He 56 17 0 30 Apr 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander R. Fabbri Patrick Ng Zhiguo Wang Ramesh Nallapati Bing Xiang 82 77 0 24 Apr 2020
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu 141 77 0 17 Nov 2019
Unsupervised Domain Adaptation on Reading Comprehension Yu Cao Meng Fang B. Yu Qiufeng Wang SSL 118 39 0 13 Nov 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 78 69 0 01 Oct 2019
A Gated Self-attention Memory Network for Answer Selection T. Lai Quan Hung Tran Trung Bui Daisuke Kihara 52 40 0 13 Sep 2019
Adversarial Domain Adaptation for Machine Reading Comprehension Huazheng Wang Zhe Gan Xiaodong Liu Jingjing Liu Jianfeng Gao Hongning Wang 60 65 0 24 Aug 2019
Cross-Lingual Transfer Learning for Question Answering Chia-Hsuan Lee Hung-yi Lee 71 23 0 13 Jul 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 103 173 0 31 May 2019
Hashing based Answer Selection Dong Xu Wu-Jun Li 53 6 0 26 May 2019
Supervised Transfer Learning for Product Information Question Answering T. Lai Trung Bui Nedim Lipka Sheng Li 70 21 0 08 Jan 2019
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 87 116 0 31 Oct 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 70 54 0 07 Aug 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 70 66 0 02 Apr 2018
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech Yu-An Chung James R. Glass 3DV 86 185 0 23 Mar 2018