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

30 December 2020

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

31 / 31 papers shown

Title
Rubric-Specific Approach to Automated Essay Scoring with Augmentation Training Brian Cho Youngbin Jang Jaewoong Yoon 22 1 0 06 Sep 2023
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion Isha Rawal Alexander Matyasko Shantanu Jaiswal Basura Fernando Cheston Tan 21 1 0 15 Jun 2023
Does Character-level Information Always Improve DRS-based Semantic Parsing? Tomoya Kurosawa Hitomi Yanaka 21 0 0 04 Jun 2023
A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents Sukai Huang N. Lipovetzky Trevor Cohn 30 2 0 26 May 2023
Towards preserving word order importance through Forced Invalidation Hadeel Al-Negheimish Pranava Madhyastha Alessandra Russo 19 3 0 11 Apr 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 37 44 0 20 Dec 2022
Local Structure Matters Most in Most Languages Louis Clouâtre Prasanna Parthasarathi Amal Zouaq Sarath Chandar 26 1 0 09 Nov 2022
Word Order Matters when you Increase Masking Karim Lasri Alessandro Lenci Thierry Poibeau 28 7 0 08 Nov 2022
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality Anuj Diwan Layne Berry Eunsol Choi David F. Harwath Kyle Mahowald CoGe 106 41 0 01 Nov 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 28 83 0 25 Aug 2022
Contrastive language and vision learning of general fashion concepts P. Chia Giuseppe Attanasio Federico Bianchi Silvia Terragni A. Magalhães Diogo Gonçalves C. Greco Jacopo Tagliabue CLIP 15 42 0 08 Apr 2022
Can language models learn from explanations in context? Andrew Kyle Lampinen Ishita Dasgupta Stephanie C. Y. Chan Kory Matthewson Michael Henry Tessler Antonia Creswell James L. McClelland Jane X. Wang Felix Hill LRM ReLM 41 283 0 05 Apr 2022
Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies Zhengxuan Wu Alex Tamkin Isabel Papadimitriou 21 9 0 24 Feb 2022
Neural reality of argument structure constructions Bai Li Zining Zhu Guillaume Thomas Frank Rudzicz Yang Xu 38 26 0 24 Feb 2022
Measuring Context-Word Biases in Lexical Semantic Datasets Qianchu Liu Diana McCarthy Anna Korhonen 26 2 0 13 Dec 2021
Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? Thang M. Pham Trung H. Bui Long Mai Anh Totti Nguyen 21 7 0 22 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 56 38 0 30 Sep 2021
AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses Yaman Kumar Singla Swapnil Parekh Somesh Singh J. Li R. Shah Changyou Chen AAML 27 14 0 24 Sep 2021
Studying word order through iterative shuffling Nikolay Malkin Sameera Lanka Pranav Goel Nebojsa Jojic 21 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 25 31 0 06 Sep 2021
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 30 352 0 02 Sep 2021
How Does Adversarial Fine-Tuning Benefit BERT? J. Ebrahimi Hao Yang Wei Zhang AAML 18 4 0 31 Aug 2021
Local Structure Matters Most: Perturbation Study in NLU Louis Clouâtre Prasanna Parthasarathi Amal Zouaq Sarath Chandar 22 13 0 29 Jul 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 21 75 0 15 Jun 2021
Towards mental time travel: a hierarchical memory for reinforcement learning agents Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 21 47 0 28 May 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 45 243 0 14 Apr 2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann 20 10 0 10 Apr 2021
UnNatural Language Inference Koustuv Sinha Prasanna Parthasarathi Joelle Pineau Adina Williams 216 94 0 30 Dec 2020
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 190 576 0 02 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,956 0 20 Apr 2018
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016