v1v2 (latest)

Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?

Findings (Findings), 2020

30 December 2020

Papers citing "Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?"

20 / 70 papers shown

Title
Schrödinger's Tree -- On Syntax and Neural Language Models Artur Kulmizev Joakim Nivre 126 6 0 17 Oct 2021
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Arabella J. Sinclair Jaap Jumelet Willem H. Zuidema Raquel Fernández 203 46 0 30 Sep 2021
Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations Ekaterina Taktasheva Vladislav Mikhailov Ekaterina Artemova 211 14 0 28 Sep 2021
AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing DefensesDialogue and Discourse (DD), 2021 Yaman Kumar Singla Swapnil Parekh Somesh Singh Junjie Li R. Shah Changyou Chen AAML 195 16 0 24 Sep 2021
Numerical reasoning in machine reading comprehension tasks: are we there yet? Hadeel Al-Negheimish Pranava Madhyastha A. Russo AIMat ReLM 138 14 0 16 Sep 2021
Studying word order through iterative shufflingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Nikolay Malkin Sameera Lanka Pranav Goel Nebojsa Jojic 120 14 0 10 Sep 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks T. Lai Heng Ji ChengXiang Zhai 138 31 0 06 Sep 2021
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 348 420 0 02 Sep 2021
How Does Adversarial Fine-Tuning Benefit BERT? J. Ebrahimi Hao Yang Wei Zhang AAML 197 5 0 31 Aug 2021
Local Structure Matters Most: Perturbation Study in NLUFindings (Findings), 2021 Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 181 16 0 29 Jul 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 156 81 0 15 Jun 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Ulme Wennberg G. Henter MILM 173 25 0 03 Jun 2021
Towards mental time travel: a hierarchical memory for reinforcement learning agentsNeural Information Processing Systems (NeurIPS), 2021 Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 261 58 0 28 May 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained ModelsWorkshop on Representation Learning for NLP (RepL4NLP), 2021 Zhengxuan Wu Nelson F. Liu Christopher Potts 98 5 0 17 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 201 4 0 15 Apr 2021
Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language ModelsWorkshop on Representation Learning for NLP (RepL4NLP), 2021 Matteo Alleman J. Mamou Miguel Rio Hanlin Tang Yoon Kim SueYeon Chung NAI 170 18 0 15 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for LittleConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 216 271 0 14 Apr 2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model PerformanceNordic Conference of Computational Linguistics (NoDaLiDa), 2021 Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann 126 11 0 10 Apr 2021
Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance J. Minot N. Cheney Marc E. Maier Danne C. Elbers C. Danforth P. Dodds FaML 86 4 0 10 Mar 2021
Rissanen Data Analysis: Examining Dataset Characteristics via Description LengthInternational Conference on Machine Learning (ICML), 2021 Ethan Perez Douwe Kiela Dong Wang 178 25 0 05 Mar 2021