Multinomial Adversarial Networks for Multi-Domain Text Classification

15 February 2018

Papers citing "Multinomial Adversarial Networks for Multi-Domain Text Classification"

50 / 63 papers shown

Title
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis Luka Andrenšek Boshko Koloski Andraz Pelicon Nada Lavrac Senja Pollak Matthew Purver 56 1 0 30 Sep 2024
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Yongkang Liu Ercong Nie Shi Feng Zheng Hua Zifeng Ding Daling Wang Yifei Zhang Hinrich Schütze 68 2 0 14 Jun 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation Juhwan Choi Yeonghwa Kim Seunguk Yu Jungmin Yun Youngbin Kim 77 3 0 02 May 2024
Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification Yuan Wu 43 0 0 01 Mar 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Siyin Wang Jie Zhou Qin Chen Qi Zhang Tao Gui Xuanjing Huang OOD TTA 72 1 0 22 Feb 2024
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting Mingyue Guo Binghui Chen Zhaoyi Yan Yaowei Wang Qixiang Ye 57 1 0 06 Feb 2024
Regularized Conditional Alignment for Multi-Domain Text Classification Juntao Hu Yuan Wu OOD 29 0 0 18 Dec 2023
Benchmarking Multi-Domain Active Learning on Image Classification Jiayi Li Rohan Taori Tatsunori Hashimoto VLM 66 0 0 01 Dec 2023
Perturbation-Based Two-Stage Multi-Domain Active Learning Rui He Zeyu Dai Shan He Ke Tang 46 2 0 19 Jun 2023
Adversarial Multi-task Learning for End-to-end Metaphor Detection Shenglong Zhang Yang Liu 15 11 0 26 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 114 3 0 23 May 2023
Multi-Domain Learning From Insufficient Annotations Tahira Shehzadi Shengcai Liu D. Stricker Marcus Liwicki Muhammad Zeshan Afzal 54 1 0 04 May 2023
Modality-Agnostic Debiasing for Single Domain Generalization Sanqing Qu Yingwei Pan Guang-Sheng Chen Ting Yao Changjun Jiang Tao Mei 75 20 0 13 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 159 80 0 22 Feb 2023
MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts Xiangyu Xi Jianwei Lv Shuaipeng Liu Wei Ye Fan Yang Guanglu Wan 67 3 0 25 Nov 2022
Improving Cause-of-Death Classification from Verbal Autopsy Reports Thokozile Manaka Terence L van Zyl D. Kar 47 1 0 31 Oct 2022
A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking Zilin Yuan Hai-Tao Zheng Yongqian Li Rui Xie Wei Wu Haitao Zheng 70 1 0 27 Oct 2022
A Robust Contrastive Alignment Method For Multi-Domain Text Classification Xuefeng Li Hao Lei Liwen Wang Guanting Dong Jinzheng Zhao Jiachi Liu Weiran Xu Chunyun Zhang 55 7 0 26 Apr 2022
Co-Regularized Adversarial Learning for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD 32 6 0 30 Jan 2022
Maximum Batch Frobenius Norm for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 39 3 0 29 Jan 2022
Towards More Robust Natural Language Understanding Xinliang Frederick Zhang 65 2 0 01 Dec 2021
Near-Zero-Shot Suggestion Mining with a Little Help from WordNet Anton M. Alekseev E. Tutubalina Sejeong Kwon Sergey I. Nikolenko 57 2 0 25 Nov 2021
Efficient Variational Graph Autoencoders for Unsupervised Cross-domain Prerequisite Chains Irene Li Vanessa Yan Dragomir R. Radev GNN BDL 49 3 0 17 Sep 2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks Luisa März Ehsaneddin Asgari Fabienne Braune Franziska Zimmermann Benjamin Roth GAN 35 2 0 16 Sep 2021
Towards Category and Domain Alignment: Category-Invariant Feature Enhancement for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 19 3 0 14 Aug 2021
Unsupervised Domain Adaptation for Hate Speech Detection Using a Data Augmentation Approach Sheikh Muhammad Sarwar Vanessa Murdock 87 22 0 27 Jul 2021
Preliminary Steps Towards Federated Sentiment Classification Xin-Chun Li Lan Li De-Chuan Zhan Yunfeng Shao Bingshuai Li Shaoming Song 67 1 0 26 Jul 2021
Multi-Domain Active Learning: Literature Review and Comparative Study Ruidan He Shengcai Liu Shan He Ke Tang OOD 85 14 0 25 Jun 2021
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge Yong Dai Jian-Dong Liu Jian Zhang H. Fu Zenglin Xu 56 12 0 09 May 2021
Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification Jianhua Yuan Yanyan Zhao Bing Qin Ting Liu 65 17 0 17 Apr 2021
Improving Zero-Shot Multi-Lingual Entity Linking Elliot Schumacher J. Mayfield Mark Dredze 33 0 0 16 Apr 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 89 94 0 24 Feb 2021
Conditional Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD GAN 64 18 0 19 Feb 2021
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 43 12 0 31 Jan 2021
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 40 7 0 23 Oct 2020
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 259 40 0 23 Oct 2020
NLP Service APIs and Models for Efficient Registration of New Clients Sahil Shah Vihari Piratla Soumen Chakrabarti Sunita Sarawagi 31 0 0 04 Oct 2020
Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Yong Dai Jian-Dong Liu Xiancong Ren Zenglin Xu 52 54 0 10 Jun 2020
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation Sourabh Vivek Balgi Ambedkar Dukkipati 21 0 0 25 May 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text Lukas Lange Anastasiia Iurshina Heike Adel Jannik Strötgen 71 29 0 19 May 2020
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Zhuohao Chen Singla Karan David C. Atkins Zac E. Imel Shrikanth Narayanan VLM 30 2 0 16 Mar 2020
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 53 72 0 21 Oct 2019
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan Xiao Huang Bill Yuchen Lin He Jiang Liyuan Liu Xiang Ren SSL 50 30 0 09 Oct 2019
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Kai-Wei Chang Nanyun Peng 46 29 0 20 Sep 2019
Dual Adversarial Co-Learning for Multi-Domain Text Classification Yuan Wu Yuhong Guo 67 25 0 18 Sep 2019
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation Lianwei Wu Y. Rao Ambreen Nazir Haolin Jin AAML 59 29 0 16 Sep 2019
CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sourabh Vivek Balgi Ambedkar Dukkipati OOD 21 3 0 08 Sep 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection Lianwei Wu Y. Rao Haolin Jin Ambreen Nazir Ling Sun FedML MoE 62 58 0 04 Sep 2019
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis Gabriele Pergola Lin Gui Yulan He 68 58 0 18 Aug 2019
CommentsRadar: Dive into Unique Data on All Comments on the Web Sergey I. Nikolenko E. Tutubalina Z. Miftahutdinov E. Beloded 24 0 0 16 Aug 2019