Building for Tomorrow: Assessing the Temporal Persistence of Text
Classifiers

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Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers

11 May 2022

Rabab Alkhalifa

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Papers citing "Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers"

19 / 19 papers shown

Title
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions Rabab Alkhalifa A. Zubiaga 61 21 0 01 Sep 2021
The emojification of sentiment on social media: Collection and analysis of a longitudinal Twitter sentiment dataset Wenjie Yin Rabab Alkhalifa A. Zubiaga 68 10 0 31 Aug 2021
Mitigation of Diachronic Bias in Fake News Detection Dataset Taichi Murayama Shoko Wakamiya Eiji Aramaki AI4CE 95 13 0 28 Aug 2021
Opinions are Made to be Changed: Temporally Adaptive Stance Classification Rabab Alkhalifa E. Kochkina A. Zubiaga 89 23 0 27 Aug 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media Paul Röttger J. Pierrehumbert 86 68 0 16 Apr 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 130 218 0 03 Feb 2021
Time-Aware Evidence Ranking for Fact-Checking Liesbeth Allein Isabelle Augenstein Marie-Francine Moens HILM 72 17 0 10 Sep 2020
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 680 24,541 0 26 Jul 2019
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
Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists Giancarlo D. Salton John D. Kelleher KELM RALM 125 6 0 10 Oct 2018
Diachronic word embeddings and semantic shifts: a survey Andrey Kutuzov Lilja Øvrelid Terrence Szymanski Erik Velldal AI4TS 63 304 0 09 Jun 2018
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 147 1,244 0 26 Dec 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 911 6,797 0 26 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 232 9,980 0 15 Jul 2016
Stance Detection with Bidirectional Conditional Encoding Isabelle Augenstein Tim Rocktaschel Andreas Vlachos Kalina Bontcheva 50 411 0 17 Jun 2016
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 109 923 0 30 May 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 641 13,432 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,388 0 03 Jun 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013