How Transferable are Neural Networks in NLP Applications?

19 March 2016

Rui Yan

Yan Xu

Papers citing "How Transferable are Neural Networks in NLP Applications?"

27 / 27 papers shown

Title
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints Kunpeng Guo Dennis Diefenbach Antoine Gourru Christophe Gravier 28 0 0 17 Jan 2024
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation Jiayi Wang Ke Min Wang Yuqi Zhang Yu Zhao Pontus Stenetorp 16 0 0 23 May 2023
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning S. Takagi OffRL 18 7 0 17 Nov 2022
Deep Learning Neural Networks for Emotion Classification from Text: Enhanced Leaky Rectified Linear Unit Activation and Weighted Loss Hui Yang Abeer Alsadoon P. Prasad Thair Al-Dala’in Tarik Ahmed Rashid Angelika Maag O. H. Alsadoon 17 7 0 04 Mar 2022
Identifying Suitable Tasks for Inductive Transfer Through the Analysis of Feature Attributions Alexander Pugantsov R. McCreadie 18 0 0 02 Feb 2022
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization Chujie Zheng Kunpeng Zhang Harry J. Wang Ling Fan Zhe Wang 25 6 0 26 Aug 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 19 154 0 07 Jul 2021
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages K. Kedia Abhilash Nandy 19 23 0 14 Feb 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 19 18 0 11 Feb 2021
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Fei Mi Liangwei Chen Mengjie Zhao Minlie Huang Boi Faltings CLL KELM 19 68 0 02 Oct 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 37 0 01 Jul 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 24 72 0 31 May 2020
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks Mihir Kale Aditya Siddhant Sreyashi Nag R. Parik Matthias Grabmair A. Tomasic SSL 15 5 0 28 Jun 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 19 433 0 14 Mar 2019
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 13 92 0 15 Oct 2018
Generalization and Regularization in DQN Jesse Farebrother Marlos C. Machado Michael H. Bowling 25 203 0 29 Sep 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 23 67 0 13 Aug 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce Minghui Qiu Liu Yang Feng Ji Weipeng Zhao W. Zhou Jun Huang Haiqing Chen W. Bruce Croft Wei Lin 22 24 0 14 Jun 2018
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents Anuj Kumar Goyal A. Metallinou Spyros Matsoukas LLMAG AI4CE 11 29 0 03 May 2018
Parameter Transfer Unit for Deep Neural Networks Yinghua Zhang Yu Zhang Qiang Yang 11 22 0 23 Apr 2018
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce Jianfei Yu Minghui Qiu Jing Jiang Jun Huang Shuangyong Song Wei Chu Haiqing Chen 23 101 0 23 Nov 2017
What matters in a transferable neural network model for relation classification in the biomedical domain? Sunil Kumar Sahu Ashish Anand 15 9 0 11 Aug 2017
Transfer Learning for Named-Entity Recognition with Neural Networks Ji Young Lee Franck Dernoncourt Peter Szolovits 13 140 0 17 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 16 2,093 0 05 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 29 4,394 0 18 Apr 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data Sewon Min Minjoon Seo Hannaneh Hajishirzi RALM 23 120 0 07 Feb 2017
Domain Adaptation for Neural Networks by Parameter Augmentation Yusuke Watanabe Kazuma Hashimoto Yoshimasa Tsuruoka OOD 16 6 0 01 Jul 2016