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Cross-Domain Label-Adaptive Stance Detection

15 April 2021

Papers citing "Cross-Domain Label-Adaptive Stance Detection"

49 / 49 papers shown

Title
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 475 0 0 28 Oct 2024
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 76 63 0 13 Sep 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 160 136 0 27 Feb 2021
Disembodied Machine Learning: On the Illusion of Objectivity in NLP Zeerak Talat Smarika Lulz Joachim Bingel Isabelle Augenstein 141 51 0 28 Jan 2021
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification Francesco Barbieri Jose Camacho-Collados Leonardo Neves Luis Espinosa-Anke VLM 84 724 0 23 Oct 2020
Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations Emily Allaway Kathleen McKeown 84 182 0 07 Oct 2020
Data-Efficient Pretraining via Contrastive Self-Supervision Nils Rethmeier Isabelle Augenstein 69 21 0 02 Oct 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 74 53 0 16 Sep 2020
Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter Costanza Conforti Jakob Berndt Mohammad Taher Pilehvar Chryssi Giannitsarou Flavio Toxvaerd Nigel Collier 57 114 0 01 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 164 2,435 0 23 Apr 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Leilei Gan Jiwei Li VLM 148 68 0 08 Feb 2020
Stance Detection Benchmark: How Robust Is Your Stance Detection? Benjamin Schiller Johannes Daxenberger Iryna Gurevych 80 98 0 06 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 541 42,591 0 03 Dec 2019
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking Andreas Hanselowski Christian Stab Claudia Schulz Zile Li Iryna Gurevych 69 124 0 29 Oct 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection Gavin Hartnett A. Lohn Alexander P. Sedlack 79 47 0 04 Oct 2019
Back to the Future -- Sequential Alignment of Text Representations Johannes Bjerva Wouter M. Kouw Isabelle Augenstein AI4TS 30 9 0 08 Sep 2019
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims Isabelle Augenstein Christina Lioma Dongsheng Wang Lucas Chaves Lima Casper Hansen Christian B. Hansen J. Simonsen HILM 133 251 0 07 Sep 2019
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification A. Rietzler Sebastian Stabinger Paul Opitz Stefan Engl 56 203 0 30 Aug 2019
Your Stance is Exposed! Analysing Possible Factors for Stance Detection on Social Media Abeer Aldayel Walid Magdy 40 88 0 08 Aug 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 677 24,541 0 26 Jul 2019
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Sihao Chen Daniel Khashabi Wenpeng Yin Chris Callison-Burch Dan Roth 130 122 0 08 Jun 2019
Energy and Policy Considerations for Deep Learning in NLP Emma Strubell Ananya Ganesh Andrew McCallum 73 2,660 0 05 Jun 2019
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy Genady Beryozkin Yoel Drori Oren Gilon Tzvika Hartman Idan Szpektor BDL 60 21 0 22 May 2019
Neural Adaptation Layers for Cross-domain Named Entity Recognition Bill Yuchen Lin Wei Lu 69 94 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
RumourEval 2019: Determining Rumour Veracity and Support for Rumours G. Gorrell Kalina Bontcheva Leon Derczynski E. Kochkina Maria Liakata A. Zubiaga 83 217 0 18 Sep 2018
Multi-Source Domain Adaptation with Mixture of Experts Jiang Guo Darsh J. Shah Regina Barzilay 43 179 0 07 Sep 2018
Adversarial Domain Adaptation for Duplicate Question Detection Darsh J. Shah Tao Lei Alessandro Moschitti Salvatore Romeo Preslav Nakov 80 76 0 07 Sep 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 204 3,528 0 19 Aug 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 60 79 0 16 Jun 2018
A Retrospective Analysis of the Fake News Challenge Stance Detection Task Andreas Hanselowski S. AvineshP.V. Benjamin Schiller Felix Caspelherr Debanjan Chaudhuri Christian M. Meyer Iryna Gurevych 69 239 0 13 Jun 2018
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training Yitong Li Timothy Baldwin Trevor Cohn OOD 52 48 0 16 May 2018
Integrating Stance Detection and Fact Checking in a Unified Corpus R. Baly Mitra Mohtarami James R. Glass Lluís Màrquez i Villodre Alessandro Moschitti Preslav Nakov 80 147 0 21 Apr 2018
Automatic Stance Detection Using End-to-End Memory Networks Mitra Mohtarami R. Baly James R. Glass Preslav Nakov Lluís Màrquez i Villodre Alessandro Moschitti 69 124 0 20 Apr 2018
Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces Isabelle Augenstein Sebastian Ruder Anders Søgaard SSL 83 73 0 27 Feb 2018
Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks Christian Stab Tristan Miller Iryna Gurevych 54 199 0 15 Feb 2018
Detecting and Correcting for Label Shift with Black Box Predictors Zachary Chase Lipton Yu Wang Alex Smola OOD 73 558 0 12 Feb 2018
Multi-Task Label Embedding for Text Classification Honglun Zhang Liqiang Xiao Wenqing Chen Yongkun Wang Yaohui Jin VLM 52 95 0 17 Oct 2017
The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants Ivan Habernal Henning Wachsmuth Iryna Gurevych Benno Stein 52 153 0 04 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Detection and Resolution of Rumours in Social Media: A Survey A. Zubiaga Ahmet Aker Kalina Bontcheva Maria Liakata Rob Procter 78 809 0 03 Apr 2017
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 179 4,630 0 06 Jul 2016
Stance Detection with Bidirectional Conditional Encoding Isabelle Augenstein Tim Rocktaschel Andreas Vlachos Kalina Bontcheva 50 411 0 17 Jun 2016
Stance and Sentiment in Tweets Saif M. Mohammad Parinaz Sobhani S. Kiritchenko 56 447 0 05 May 2016
How Transferable are Neural Networks in NLP Applications? Lili Mou Zhao Meng Rui Yan Ge Li Yan Xu Lu Zhang Zhi Jin 65 300 0 19 Mar 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 237 6,041 0 26 Sep 2014
Frustratingly Easy Domain Adaptation Hal Daumé 125 1,800 0 10 Jul 2009