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Out of Order: How Important Is The Sequential Order of Words in a
  Sentence in Natural Language Understanding Tasks?
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
Thang M. Pham
Trung Bui
Long Mai
Anh Totti Nguyen
ArXiv (abs)PDFHTML

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

50 / 70 papers shown
Title
Word Form Matters: LLMs' Semantic Reconstruction under TypoglycemiaAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Chenxi Wang
Tianle Gu
Zhongyu Wei
Lang Gao
Zirui Song
Xiuying Chen
OffRL
174
8
0
03 Mar 2025
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency ParsingAAAI Conference on Artificial Intelligence (AAAI), 2025
Zhuoran Li
Chunming Hu
Jiasi Chen
Zhijun Chen
Richong Zhang
232
0
0
24 Feb 2025
Phrase-Level Adversarial Training for Mitigating Bias in Neural
  Network-based Automatic Essay Scoring
Phrase-Level Adversarial Training for Mitigating Bias in Neural Network-based Automatic Essay Scoring
Haddad Philip
Tsegaye Misikir Tashu
AAML
100
1
0
07 Sep 2024
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments
Yusuke Ide
Yuto Nishida
Miyu Oba
Miyu Oba
Justin Vasselli
Hidetaka Kamigaito
Taro Watanabe
227
6
0
19 Aug 2024
Benchmark Granularity and Model Robustness for Image-Text Retrieval
Benchmark Granularity and Model Robustness for Image-Text Retrieval
Mariya Hendriksen
Shuo Zhang
R. Reinanda
Mohamed Yahya
Edgar Meij
Maarten de Rijke
233
0
0
21 Jul 2024
Does Incomplete Syntax Influence Korean Language Model? Focusing on Word
  Order and Case Markers
Does Incomplete Syntax Influence Korean Language Model? Focusing on Word Order and Case Markers
Jong Myoung Kim
Young-Jun Lee
Yong-jin Han
Sangkeun Jung
Ho-Jin Choi
186
3
0
12 Jul 2024
Word Order's Impacts: Insights from Reordering and Generation Analysis
Word Order's Impacts: Insights from Reordering and Generation Analysis
Qinghua Zhao
Jiaang Li
Lei Li
Zenghui Zhou
Junfeng Liu
151
3
0
18 Mar 2024
Topic Aware Probing: From Sentence Length Prediction to Idiom
  Identification how reliant are Neural Language Models on Topic?
Topic Aware Probing: From Sentence Length Prediction to Idiom Identification how reliant are Neural Language Models on Topic?
Vasudevan Nedumpozhimana
John D. Kelleher
147
2
0
04 Mar 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware
  Permutation Training
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training
Qingyan Guo
Rui Wang
Junliang Guo
Xu Tan
Jiang Bian
Yujiu Yang
LRM
244
11
0
01 Mar 2024
When does word order matter and when doesn't it?
When does word order matter and when doesn't it?
Xuanda Chen
T. O'Donnell
Siva Reddy
225
1
0
29 Feb 2024
Mission: Impossible Language Models
Mission: Impossible Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Julie Kallini
Isabel Papadimitriou
Richard Futrell
Kyle Mahowald
Christopher Potts
ELMLRM
271
30
0
12 Jan 2024
Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural
  Scrambled Text
Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Qi Cao
Takeshi Kojima
Yutaka Matsuo
Yusuke Iwasawa
267
27
0
30 Nov 2023
Unnatural language processing: How do language models handle
  machine-generated prompts?
Unnatural language processing: How do language models handle machine-generated prompts?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Corentin Kervadec
Francesca Franzon
Marco Baroni
206
7
0
24 Oct 2023
The Locality and Symmetry of Positional Encodings
The Locality and Symmetry of Positional Encodings
Lihu Chen
Gaël Varoquaux
Fabian M. Suchanek
158
1
0
19 Oct 2023
Effects of Human Adversarial and Affable Samples on BERT Generalization
Effects of Human Adversarial and Affable Samples on BERT Generalization
Aparna Elangovan
Jiayuan He
Yuan Li
Karin Verspoor
292
3
0
12 Oct 2023
The Daunting Dilemma with Sentence Encoders: Success on Standard
  Benchmarks, Failure in Capturing Basic Semantic Properties
The Daunting Dilemma with Sentence Encoders: Success on Standard Benchmarks, Failure in Capturing Basic Semantic Properties
Yash Mahajan
Naman Bansal
S. Karmaker
142
3
0
07 Sep 2023
Rubric-Specific Approach to Automated Essay Scoring with Augmentation
  Training
Rubric-Specific Approach to Automated Essay Scoring with Augmentation Training
Brian Cho
Youngbin Jang
Jaewoong Yoon
124
4
0
06 Sep 2023
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language
  Pretraining?
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?
Haiwei Yang
Liang Ding
Jun Rao
Ye Liu
Li Shen
Changxing Ding
168
22
0
24 Aug 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space
Unsupervised Dialogue Topic Segmentation in Hyperdimensional SpaceInterspeech (Interspeech), 2023
Seongmin Park
Jinkyu Seo
Jihwa Lee
149
1
0
21 Aug 2023
Dissecting Multimodality in VideoQA Transformer Models by Impairing
  Modality Fusion
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality FusionInternational Conference on Machine Learning (ICML), 2023
Isha Rawal
Alexander Matyasko
Shantanu Jaiswal
Basura Fernando
Cheston Tan
217
7
0
15 Jun 2023
Does Character-level Information Always Improve DRS-based Semantic
  Parsing?
Does Character-level Information Always Improve DRS-based Semantic Parsing?
Tomoya Kurosawa
Hitomi Yanaka
133
0
0
04 Jun 2023
A Reminder of its Brittleness: Language Reward Shaping May Hinder
  Learning for Instruction Following Agents
A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents
Sukai Huang
Nir Lipovetzky
Trevor Cohn
193
2
0
26 May 2023
Analogy in Contact: Modeling Maltese Plural Inflection
Analogy in Contact: Modeling Maltese Plural Inflection
Coleman Haley
Edoardo Ponti
Sharon Goldwater
101
1
0
20 May 2023
MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large
  Language Models in Medicine
MedGPTEval: A Dataset and Benchmark to Evaluate Responses of Large Language Models in Medicine
Jie Xu
Lu Lu
Sen Yang
Bilin Liang
Xinwei Peng
...
Lingrui Yang
Huan-Zhi Song
Kang Li
Xin Sun
Shaoting Zhang
LM&MAAI4MH
124
9
0
12 May 2023
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing
CausalAPM: Generalizable Literal Disentanglement for NLU Debiasing
Songyang Gao
Jiajun Sun
Junjie Shan
Tao Gui
Xuanjing Huang
CML
121
0
0
04 May 2023
Towards preserving word order importance through Forced Invalidation
Towards preserving word order importance through Forced InvalidationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Hadeel Al-Negheimish
Pranava Madhyastha
Alessandra Russo
105
3
0
11 Apr 2023
Audio-Text Models Do Not Yet Leverage Natural Language
Audio-Text Models Do Not Yet Leverage Natural LanguageIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ho-Hsiang Wu
Oriol Nieto
J. P. Bello
Justin Salamon
VLM
159
41
0
19 Mar 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation
On the Blind Spots of Model-Based Evaluation Metrics for Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Tianxing He
Jingyu Zhang
Tianle Wang
Sachin Kumar
Dong Wang
James R. Glass
Yulia Tsvetkov
311
58
0
20 Dec 2022
CREPE: Can Vision-Language Foundation Models Reason Compositionally?
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Computer Vision and Pattern Recognition (CVPR), 2022
Zixian Ma
Jerry Hong
Mustafa Omer Gul
Mona Gandhi
Irena Gao
Ranjay Krishna
CoGe
330
176
0
13 Dec 2022
Local Structure Matters Most in Most Languages
Local Structure Matters Most in Most Languages
Louis Clouâtre
Prasanna Parthasarathi
Payel Das
Sarath Chandar
148
1
0
09 Nov 2022
Detecting Languages Unintelligible to Multilingual Models through Local
  Structure Probes
Detecting Languages Unintelligible to Multilingual Models through Local Structure ProbesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Louis Clouâtre
Prasanna Parthasarathi
Payel Das
Sarath Chandar
138
3
0
09 Nov 2022
Word Order Matters when you Increase Masking
Word Order Matters when you Increase MaskingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Karim Lasri
Alessandro Lenci
Thierry Poibeau
204
7
0
08 Nov 2022
Why is Winoground Hard? Investigating Failures in Visuolinguistic
  Compositionality
Why is Winoground Hard? Investigating Failures in Visuolinguistic CompositionalityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Anuj Diwan
Layne Berry
Eunsol Choi
David Harwath
Kyle Mahowald
CoGe
376
47
0
01 Nov 2022
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence
  Embedding
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Songyang Gao
Jiajun Sun
Tao Gui
Xuanjing Huang
121
11
0
14 Oct 2022
When and why vision-language models behave like bags-of-words, and what
  to do about it?
When and why vision-language models behave like bags-of-words, and what to do about it?International Conference on Learning Representations (ICLR), 2022
Mert Yuksekgonul
Federico Bianchi
Pratyusha Kalluri
Dan Jurafsky
James Zou
VLMCoGe
391
509
0
04 Oct 2022
Shortcut Learning of Large Language Models in Natural Language
  Understanding
Shortcut Learning of Large Language Models in Natural Language UnderstandingCommunications of the ACM (CACM), 2022
Mengnan Du
Fengxiang He
Na Zou
Dacheng Tao
Helen Zhou
KELMOffRL
326
107
0
25 Aug 2022
Compositional Evaluation on Japanese Textual Entailment and Similarity
Compositional Evaluation on Japanese Textual Entailment and SimilarityTransactions of the Association for Computational Linguistics (TACL), 2022
Hitomi Yanaka
K. Mineshima
167
29
0
09 Aug 2022
The Role of Complex NLP in Transformers for Text Ranking?
The Role of Complex NLP in Transformers for Text Ranking?International Conference on the Theory of Information Retrieval (ICTIR), 2022
David Rau
J. Kamps
136
10
0
06 Jul 2022
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of
  NLP Models
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models
Kaiji Lu
Anupam Datta
112
0
0
01 Jun 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text
  Correspondence
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence
Myeongjun Jang
Frank Mtumbuka
Thomas Lukasiewicz
165
11
0
08 May 2022
Contrastive language and vision learning of general fashion concepts
Contrastive language and vision learning of general fashion conceptsScientific Reports (Sci Rep), 2022
P. Chia
Giuseppe Attanasio
Federico Bianchi
Silvia Terragni
A. Magalhães
Diogo Gonçalves
C. Greco
Jacopo Tagliabue
CLIP
341
63
0
08 Apr 2022
Can language models learn from explanations in context?
Can language models learn from explanations in context?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Andrew Kyle Lampinen
Ishita Dasgupta
Stephanie C. Y. Chan
Kory Matthewson
Michael Henry Tessler
Antonia Creswell
James L. McClelland
Jane X. Wang
Felix Hill
LRMReLM
492
347
0
05 Apr 2022
Word Order Does Matter (And Shuffled Language Models Know It)
Word Order Does Matter (And Shuffled Language Models Know It)Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Vinit Ravishankar
Mostafa Abdou
Artur Kulmizev
Anders Søgaard
142
49
0
21 Mar 2022
When classifying grammatical role, BERT doesn't care about word order...
  except when it matters
When classifying grammatical role, BERT doesn't care about word order... except when it mattersAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Isabel Papadimitriou
Richard Futrell
Kyle Mahowald
MILM
211
34
0
11 Mar 2022
Oolong: Investigating What Makes Transfer Learning Hard with Controlled
  Studies
Oolong: Investigating What Makes Transfer Learning Hard with Controlled StudiesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhengxuan Wu
Alex Tamkin
Isabel Papadimitriou
223
14
0
24 Feb 2022
Neural reality of argument structure constructions
Neural reality of argument structure constructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Bai Li
Zining Zhu
Guillaume Thomas
Frank Rudzicz
Yang Xu
207
34
0
24 Feb 2022
How Does Data Corruption Affect Natural Language Understanding Models? A
  Study on GLUE datasets
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets
Aarne Talman
Marianna Apidianaki
S. Chatzikyriakidis
Jörg Tiedemann
ELM
135
1
0
12 Jan 2022
Measuring Context-Word Biases in Lexical Semantic Datasets
Measuring Context-Word Biases in Lexical Semantic Datasets
Qianchu Liu
Diana McCarthy
Anna Korhonen
326
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Variation and generality in encoding of syntactic anomaly information in
  sentence embeddings
Variation and generality in encoding of syntactic anomaly information in sentence embeddingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2021
Qinxuan Wu
Allyson Ettinger
133
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Double Trouble: How to not explain a text classifier's decisions using
  counterfactuals synthesized by masked language models?
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
286
7
0
22 Oct 2021
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