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2004.11999
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Syntactic Data Augmentation Increases Robustness to Inference Heuristics
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
24 April 2020
Junghyun Min
R. Thomas McCoy
Dipanjan Das
Emily Pitler
Tal Linzen
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Papers citing
"Syntactic Data Augmentation Increases Robustness to Inference Heuristics"
50 / 92 papers shown
Score Before You Speak: Improving Persona Consistency in Dialogue Generation using Response Quality Scores
Arpita Saggar
Jonathan C. Darling
Vania Dimitrova
Duygu Sarikaya
David C. Hogg
128
1
0
09 Aug 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI
Junghyun Min
Xiulin Yang
Shira Wein
LLMSV
345
2
0
17 Jun 2025
Diversity-oriented Data Augmentation with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Zaitian Wang
Jinghan Zhang
Xinhao Zhang
Kunpeng Liu
Pengfei Wang
Yuanchun Zhou
593
9
0
17 Feb 2025
Decomposition of surprisal: Unified computational model of ERP components in language processing
Jiaxuan Li
Richard Futrell
198
3
0
10 Sep 2024
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Jiyue Jiang
Pengan Chen
Xiaoou Liu
Sheng Wang
Qinghang Bao
Lingpeng Kong
Yu Li
Chuan Wu
ELM
ALM
195
0
0
29 Aug 2024
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Paul Roit
Aviv Slobodkin
Eran Hirsch
Arie Cattan
Ayal Klein
Valentina Pyatkin
Ido Dagan
295
4
0
08 Aug 2024
Enhancing Adversarial Text Attacks on BERT Models with Projected Gradient Descent
Hetvi Waghela
Jaydip Sen
Sneha Rakshit
AAML
SILM
285
6
0
29 Jul 2024
A Comprehensive Survey on Data Augmentation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Zaitian Wang
Pengfei Wang
Kunpeng Liu
Pengyang Wang
Yanjie Fu
Chang-Tien Lu
Charu Aggarwal
Jian Pei
Yuanchun Zhou
ViT
792
100
0
15 May 2024
Explanation based Bias Decoupling Regularization for Natural Language Inference
Jianxiang Zang
Hui Liu
230
1
0
20 Apr 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
Yuchen Shi
Deqing Yang
Jingping Liu
Yanghua Xiao
Zongyu Wang
Huimin Xu
184
0
0
15 Apr 2024
Specification Overfitting in Artificial Intelligence
Artificial Intelligence Review (Artif Intell Rev), 2024
Benjamin Roth
Pedro Henrique Luz de Araujo
Yuxi Xia
Saskia Kaltenbrunner
Christoph Korab
688
16
0
13 Mar 2024
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
Jiajun Zhang
Zhixun Li
Qiang Liu
Shu Wu
Liang Wang
230
7
0
29 Feb 2024
Punctuation Restoration Improves Structure Understanding Without Supervision
Junghyun Min
Minho Lee
Woochul Lee
Yeonsoo Lee
601
2
0
13 Feb 2024
IndiText Boost: Text Augmentation for Low Resource India Languages
Onkar Litake
Niraj Yagnik
S. Labhsetwar
VLM
197
6
0
23 Jan 2024
An unsupervised learning approach to evaluate questionnaire data -- what one can learn from violations of measurement invariance
Max Hahn-Klimroth
P. Dierkes
M. W. Kleespies
92
2
0
11 Dec 2023
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis
Stanislaw Wo'zniak
Jan Kocoñ
280
16
0
07 Dec 2023
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks
Aradhana Sinha
Ananth Balashankar
Ahmad Beirami
Thi Avrahami
Jilin Chen
Alex Beutel
AAML
333
6
0
25 Oct 2023
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Parker Seegmiller
S. Preum
376
5
0
23 Oct 2023
AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer
PeerJ Computer Science (PeerJ Comput. Sci.), 2023
Leixin Yang
Yu Xiang
481
3
0
22 Sep 2023
Mitigating Shortcuts in Language Models with Soft Label Encoding
International Conference on Language Resources and Evaluation (LREC), 2023
Zirui He
Huiqi Deng
Haiyan Zhao
Ninghao Liu
Jundong Li
219
2
0
17 Sep 2023
Improving the Reusability of Pre-trained Language Models in Real-world Applications
IEEE International Conference on Information Reuse and Integration (IRI), 2023
Somayeh Ghanbarzadeh
Hamid Palangi
Yan-ping Huang
R. C. Moreno
Hamed Khanpour
358
0
0
19 Jul 2023
Can current NLI systems handle German word order? Investigating language model performance on a new German challenge set of minimal pairs
International Conference on Computational Semantics (IWCS), 2023
Ines Reinig
K. Markert
217
1
0
07 Jun 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xuming Hu
Aiwei Liu
Zeqi Tan
Xin Zhang
Chenwei Zhang
Irwin King
Philip S. Yu
391
21
0
26 May 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Saku Sugawara
S. Tsugita
ELM
380
2
0
24 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Deqing Fu
Ameya Godbole
Robin Jia
396
8
0
13 May 2023
SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases
Yanchen Liu
Jing Yang
Yan Chen
Jing Liu
Huaqin Wu
MoE
266
2
0
28 Feb 2023
Data Augmentation for Neural NLP
Domagoj Pluscec
Jan Snajder
307
6
0
22 Feb 2023
Training language models to summarize narratives improves brain alignment
International Conference on Learning Representations (ICLR), 2022
Khai Loong Aw
Mariya Toneva
283
44
0
21 Dec 2022
Feature-Level Debiased Natural Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yougang Lyu
Piji Li
Yechang Yang
Maarten de Rijke
Sudipta Singha Roy
Yukun Zhao
D. Yin
Zhaochun Ren
286
12
0
11 Dec 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
S. Rajaee
Yadollah Yaghoobzadeh
Mohammad Taher Pilehvar
221
6
0
07 Nov 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Roshanak Mirzaee
Parisa Kordjamshidi
SyDa
LRM
248
43
0
30 Oct 2022
Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Jiahao Zhao
Wenji Mao
DRL
OOD
248
7
0
26 Oct 2022
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xuming Hu
Yong Jiang
Aiwei Liu
Zhongqiang Huang
Pengjun Xie
Fei Huang
Lijie Wen
Philip S. Yu
292
19
0
19 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
721
140
0
06 Oct 2022
Less is Better: Recovering Intended-Feature Subspace to Robustify NLU Models
International Conference on Computational Linguistics (COLING), 2022
Ting Wu
Tao Gui
227
6
0
16 Sep 2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification
International Conference on Computational Linguistics (COLING), 2022
Hui Chen
Wei Han
Diyi Yang
Soujanya Poria
202
16
0
12 Sep 2022
Shortcut Learning of Large Language Models in Natural Language Understanding
Communications of the ACM (CACM), 2022
Mengnan Du
Fengxiang He
Na Zou
Dacheng Tao
Helen Zhou
KELM
OffRL
461
118
0
25 Aug 2022
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval
ACM Multimedia (ACM MM), 2022
Alex Falcon
G. Serra
Oswald Lanz
VGen
259
31
0
03 Aug 2022
An Interpretability Evaluation Benchmark for Pre-trained Language Models
Ya-Ming Shen
Lijie Wang
Ying-Cong Chen
Xinyan Xiao
Jing Liu
Hua Wu
242
5
0
28 Jul 2022
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Wei Wang
Liangzhu Ge
Jingqiao Zhang
Cheng Yang
214
26
0
06 Jun 2022
Toward Learning Robust and Invariant Representations with Alignment Regularization and Data Augmentation
Knowledge Discovery and Data Mining (KDD), 2022
Haohan Wang
Zeyi Huang
Xindi Wu
Eric P. Xing
OOD
222
18
0
04 Jun 2022
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models
Kaiji Lu
Anupam Datta
349
0
0
01 Jun 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Prasetya Ajie Utama
Joshua Bambrick
N. Moosavi
Iryna Gurevych
HILM
201
49
0
12 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yu Cao
Wei Bi
Meng Fang
Shuming Shi
Dacheng Tao
169
57
0
21 Apr 2022
DAGAM: Data Augmentation with Generation And Modification
Byeong-Cheol Jo
Tak-Sung Heo
Yeongjoon Park
Yongmin Yoo
Won-Ik Cho
Kyungsun Kim
VLM
268
2
0
06 Apr 2022
Entailment Relation Aware Paraphrase Generation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Abhilasha Sancheti
Balaji Vasan Srinivasan
Rachel Rudinger
261
5
0
20 Mar 2022
Do Language Models Learn Position-Role Mappings?
Jackson Petty
Michael Wilson
Robert Frank
202
4
0
08 Feb 2022
Transformers and the representation of biomedical background knowledge
International Conference on Computational Logic (ICCL), 2022
Oskar Wysocki
Zili Zhou
Paul O'Regan
D. Ferreira
Magdalena Wysocka
Dónal Landers
Idiap Research Institute
MedIm
478
17
0
04 Feb 2022
PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers
Michael Stephen Saxon
Xinyi Wang
Wenda Xu
William Yang Wang
313
9
0
16 Dec 2021
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models
Hongyu Zhu
Yan Chen
Jing Yang
Jing Liu
Yu Hong
Ying-Cong Chen
Hua Wu
Haifeng Wang
AAML
222
6
0
16 Dec 2021
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