Attention in Natural Language Processing

4 February 2019

Papers citing "Attention in Natural Language Processing"

44 / 44 papers shown

Title
Jekyll-and-Hyde Tipping Point in an AI's Behavior Neil F. Johnson Frank Yingjie Huo 46 0 0 29 Apr 2025
LINC: Supporting Language Independent Communication and Comprehension to Enhance Contribution in Multilingual Collaborative Meetings Saramsh Gautam Mahmood Jasim 21 0 0 26 Apr 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 86 3 0 24 Feb 2025
DepressionX: Knowledge Infused Residual Attention for Explainable Depression Severity Assessment Yusif Ibrahimov Tarique Anwar Tommy Yuan 44 0 0 28 Jan 2025
Does Self-Attention Need Separate Weights in Transformers? Md. Kowsher Nusrat Jahan Prottasha Chun-Nam Yu O. Garibay Niloofar Yousefi 180 0 0 30 Nov 2024
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series Forecasting Ignacio Aguilera-Martos Andrés Herrera-Poyatos Julián Luengo Francisco Herrera AI4TS 28 0 0 04 Oct 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models Martin Courtois Malte Ostendorff Leonhard Hennig Georg Rehm 31 2 0 10 Jun 2024
Developing An Attention-Based Ensemble Learning Framework for Financial Portfolio Optimisation Zhenglong Li Vincent Tam 35 0 0 13 Apr 2024
Attention Meets Post-hoc Interpretability: A Mathematical Perspective Gianluigi Lopardo F. Precioso Damien Garreau 16 4 0 05 Feb 2024
Interpreting Pretrained Language Models via Concept Bottlenecks Zhen Tan Lu Cheng Song Wang Yuan Bo Jundong Li Huan Liu LRM 29 20 0 08 Nov 2023
GBG++: A Fast and Stable Granular Ball Generation Method for Classification Qin Xie Qinghua Zhang Shuyin Xia Fan Zhao Chengying Wu Guoyin Wang Weiping Ding 16 12 0 29 May 2023
Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks Xuanzhe Xiao Zengyi Li Chuanlong Xie Fengwei Zhou 21 3 0 06 Apr 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning Hao Zhang Yeo Keat Ee Basura Fernando VLM 27 3 0 18 Mar 2023
AMD-HookNet for Glacier Front Segmentation Fei Wu Nora Gourmelon T. Seehaus Jianlin Zhang M. Braun Andreas K. Maier Vincent Christlein 19 9 0 06 Feb 2023
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval L. Xiao T. Yamasaki AI4TS 21 2 0 27 Dec 2022
SEAT: Stable and Explainable Attention Lijie Hu Yixin Liu Ninghao Liu Mengdi Huai Lichao Sun Di Wang OOD 18 18 0 23 Nov 2022
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation Khoa T. Vo Sang Truong Kashu Yamazaki Bhiksha Raj Minh-Triet Tran Ngan Le 80 26 0 05 Oct 2022
Class-Specific Channel Attention for Few-Shot Learning Ying Chen J. Hsieh Ming-Ching Chang 10 0 0 03 Sep 2022
Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction Mevan Ekanayake Kamlesh Pawar Mehrtash Harandi Gary Egan Zhaolin Chen ViT MedIm 19 7 0 18 Jul 2022
Cross-Attention Transformer for Video Interpolation Hannah Kim Shuzhi Yu Shuai Yuan Carlo Tomasi ViT 25 16 0 08 Jul 2022
Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models Esma Balkir S. Kiritchenko I. Nejadgholi Kathleen C. Fraser 21 36 0 08 Jun 2022
ISA-bEL: Intelligent Search Algorithm based on Entity Linking Rubén González Sendino Mónica Ortega Carlos Carrasco 19 1 0 09 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga M. Liakata Rob Procter Yulan He 25 10 0 05 May 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 36 149 0 27 Apr 2022
Twitter-Based Gender Recognition Using Transformers Z. Nia A. Ahmadi Bruce Mellado Jianhong Wu J. Orbinski A. Asgary J. Kong ViT 16 5 0 24 Apr 2022
Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention F. Pigozzi Yujin Tang Eric Medvet David R Ha 34 22 0 13 Apr 2022
Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment Nicole Koenigstein AIFin 16 1 0 13 Mar 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Zhongchao Shi Xin Geng Jianping Fan Yong Rui ViT 23 30 0 08 Mar 2022
Clustering Text Using Attention Lovedeep Singh 10 2 0 08 Jan 2022
Earthquake Nowcasting with Deep Learning Geoffrey C. Fox John B. Rundle A. Donnellan Bo Feng AI4Cl AI4CE 21 6 0 18 Dec 2021
An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms Dr. Shini Renjith A. Abraham Surya B. Jyothi Lekshmi S. Chandran Jincy Thomson 11 34 0 17 Dec 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 71 330 0 11 Nov 2021
Counterfactual Explanations for Models of Code Jürgen Cito Işıl Dillig V. Murali S. Chandra AAML LRM 24 47 0 10 Nov 2021
Global-Local Attention for Emotion Recognition Nhat Le Khanh Nguyen A. Nguyen H. Le CVBM 19 37 0 07 Nov 2021
Real-time Speaker counting in a cocktail party scenario using Attention-guided Convolutional Neural Network Midia Yousefi John H. L. Hansen 8 10 0 30 Oct 2021
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation Khoa T. Vo Kevin Hyekang Joo Kashu Yamazaki Sang Truong Kris M. Kitani Minh-Triet Tran Ngan Le EgoV 48 17 0 21 Oct 2021
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting Sheo Yon Jhin H. Shin Seoyoung Hong Solhee Park Noseong Park AI4TS 19 22 0 04 Sep 2021
Tree-Constrained Graph Neural Networks For Argument Mining Federico Ruggeri Marco Lippi Paolo Torroni 26 3 0 02 Sep 2021
Multimodal Continuous Visual Attention Mechanisms António Farinhas André F. T. Martins P. Aguiar 14 6 0 07 Apr 2021
Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet M. O. Topal Anil Bas Imke van Heerden LLMAG AI4CE 24 88 0 16 Feb 2021
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes Jie Cao Michael J. Tanana Zac E. Imel E. Poitras David C. Atkins Vivek Srikumar OffRL 23 55 0 30 Jun 2019
Supervised Domain Enablement Attention for Personalized Domain Classification Joo-Kyung Kim Young-Bum Kim 25 10 0 18 Dec 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
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015