Recent Trends in Deep Learning Based Natural Language Processing

9 August 2017

Papers citing "Recent Trends in Deep Learning Based Natural Language Processing"

50 / 78 papers shown

Title
Towards Human-Centric Autonomous Driving: A Fast-Slow Architecture Integrating Large Language Model Guidance with Reinforcement Learning Chengkai Xu Jiaqi Liu Yicheng Guo Y. Zhang Peng Hang Jian-jun Sun 21 0 0 11 May 2025
Towards Assessing Deep Learning Test Input Generators Seif Mzoughi Ahmed Hajyahmed Mohamed Elshafei Foutse Khomh anb Diego Elias Costa D. Costa AAML 35 0 0 03 Apr 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 87 1 0 10 Mar 2025
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 41 0 0 05 Feb 2025
Learning with Noisy Labels: the Exploration of Error Bounds in Classification Haixia Liu Boxiao Li Can Yang Yang Wang 31 0 0 28 Jan 2025
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports Aziida Nanyonga Hassan Wasswa Graham Wild 46 3 0 14 Jan 2025
How Could AI Support Design Education? A Study Across Fields Fuels Situating Analytics Ajit Jain Andruid Kerne Hannah Fowler Jinsil Seo Galen Newman Nic Lupfer Aaron Perrine 14 1 0 26 Apr 2024
Simple and Effective Transfer Learning for Neuro-Symbolic Integration Alessandro Daniele Tommaso Campari Sagar Malhotra Luciano Serafini 25 1 0 21 Feb 2024
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration Mike Heddes Narayan Srinivasa T. Givargis Alexandru Nicolau 91 0 0 12 Jan 2024
MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition Zheng Lian Licai Sun Yong Ren Hao Gu Haiyang Sun Lan Chen Bin Liu Jianhua Tao 11 12 0 07 Jan 2024
Modality-Collaborative Transformer with Hybrid Feature Reconstruction for Robust Emotion Recognition Chengxin Chen Pengyuan Zhang 26 5 0 26 Dec 2023
An Efficient Consolidation of Word Embedding and Deep Learning Techniques for Classifying Anticancer Peptides: FastText+BiLSTM Onur Karakaya Zeynep Hilal Kilimci 19 10 0 21 Sep 2023
Fundamental Limits of Deep Learning-Based Binary Classifiers Trained with Hinge Loss T. Getu Georges Kaddoum M. Bennis 32 1 0 13 Sep 2023
Unveiling the frontiers of deep learning: innovations shaping diverse domains Shams Forruque Ahmed Md. Sakib Bin Alam Maliha Kabir Shaila Afrin Sabiha Jannat Rafa Aanushka Mehjabin Amir H. Gandomi AI4CE 35 2 0 06 Sep 2023
Text Analysis Using Deep Neural Networks in Digital Humanities and Information Science Omri Suissa Avshalom Elmalech M. Zhitomirsky-Geffet AI4CE 7 45 0 30 Jul 2023
DeepTSF: Codeless machine learning operations for time series forecasting Sotiris Pelekis Evangelos Karakolis Theodosios Pountridis Georgios Kormpakis G. Lampropoulos S. Mouzakitis D. Askounis AI4TS AI4CE 8 9 0 28 Jul 2023
Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics Rahul Sharma Y.B. Guo M. Raissi W. Guo PINN AI4CE 32 5 0 23 Jul 2023
Abstractive Summary Generation for the Urdu Language Ali Raza Hadia Sultan Raja Usman Maratib 6 3 0 25 May 2023
Modelling Concurrency Bugs Using Machine Learning Teodor Rares Begu 6 0 0 08 May 2023
Downstream Task-Oriented Neural Tokenizer Optimization with Vocabulary Restriction as Post Processing Tatsuya Hiraoka Tomoya Iwakura 12 0 0 21 Apr 2023
Emotion fusion for mental illness detection from social media: A survey Tianlin Zhang Kailai Yang Shaoxiong Ji Sophia Ananiadou 17 53 0 19 Apr 2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning Zheng Lian Haiyang Sun Licai Sun Kang Chen Mingyu Xu ... Meng Wang Erik Cambria Guoying Zhao Björn W. Schuller Jianhua Tao 22 47 0 18 Apr 2023
Amity -- A Hybrid Mental Health Application Srija Santhanam P. Kavipriya M. Balamurugan Manoj Kumar Rajagopal 11 1 0 18 Apr 2023
Automated Reading Passage Generation with OpenAI's Large Language Model Ummugul Bezirhan M. Davier AI4Ed 6 23 0 10 Apr 2023
Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models Emilio Ferrara SILM 12 244 0 07 Apr 2023
ArrayFlex: A Systolic Array Architecture with Configurable Transparent Pipelining C. Peltekis D. Filippas G. Dimitrakopoulos C. Nicopoulos D. Pnevmatikatos 8 5 0 22 Nov 2022
Design Considerations For Hypothesis Rejection Modules In Spoken Language Understanding Systems Aman Alok Rahul Gupta Shankar Ananthakrishnan 22 2 0 31 Oct 2022
A Continuous Convolutional Trainable Filter for Modelling Unstructured Data Dario Coscia L. Meneghetti N. Demo G. Stabile G. Rozza 13 7 0 24 Oct 2022
Effective Few-Shot Named Entity Linking by Meta-Learning Xiuxing Li Zhenyu Li Zhengyan Zhang Ning Liu Haitao Yuan Wei Zhang Zhiyuan Liu Jianyong Wang OffRL 15 10 0 12 Jul 2022
An Efficient Method for Sample Adversarial Perturbations against Nonlinear Support Vector Machines Wen Su Qingna Li AAML 11 0 0 12 Jun 2022
A Sea of Words: An In-Depth Analysis of Anchors for Text Data Gianluigi Lopardo F. Precioso Damien Garreau 14 6 0 27 May 2022
Fault-Tolerant Deep Learning: A Hierarchical Perspective Cheng Liu Zhen Gao Siting Liu Xuefei Ning Huawei Li Xiaowei Li 20 9 0 05 Apr 2022
DNN Training Acceleration via Exploring GPGPU Friendly Sparsity Zhuoran Song Yihong Xu Han Li Naifeng Jing Xiaoyao Liang Li Jiang 19 3 0 11 Mar 2022
Label-Free Explainability for Unsupervised Models Jonathan Crabbé M. Schaar FAtt MILM 11 22 0 03 Mar 2022
Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference G. Paulin Francesco Conti Lukas Cavigelli Luca Benini 14 8 0 14 Feb 2022
Deep learning for drug repurposing: methods, databases, and applications Xiao Pan Xuan Lin Dongsheng Cao Xiangxiang Zeng Philip S. Yu Lifang He R. Nussinov F. Cheng 14 123 0 08 Feb 2022
Noise Regularizes Over-parameterized Rank One Matrix Recovery, Provably Tianyi Liu Yan Li Enlu Zhou Tuo Zhao 22 1 0 07 Feb 2022
ReIGNN: State Register Identification Using Graph Neural Networks for Circuit Reverse Engineering Subhajit Dutta Chowdhury Kaixin Yang Pierluigi Nuzzo GNN 15 26 0 01 Dec 2021
Natural Language Processing in-and-for Design Research L. Siddharth L. Blessing Jianxi Luo AI4CE 13 41 0 27 Nov 2021
Syllabic Quantity Patterns as Rhythmic Features for Latin Authorship Attribution Silvia Corbara Alejandro Moreo Fabrizio Sebastiani 21 8 0 27 Oct 2021
Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations Jiayao Zhang Hua Wang Weijie J. Su 20 7 0 11 Oct 2021
Multimodality in Meta-Learning: A Comprehensive Survey Yao Ma Shilin Zhao Weixiao Wang Yaoman Li Irwin King 45 52 0 28 Sep 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 21 20 0 10 Aug 2021
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection Aparna Balagopalan Jekaterina Novikova 19 40 0 03 Jun 2021
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems Hongmei He J. Gray Angelo Cangelosi Q. Meng T. McGinnity J. Mehnen 14 35 0 07 May 2021
A Survey on sentiment analysis in Persian: A Comprehensive System Perspective Covering Challenges and Advances in Resources, and Methods Zeinab Rajabi M. Valavi 17 17 0 30 Apr 2021
Machine learning and deep learning Christian Janiesch Patrick Zschech Kai Heinrich 11 1,149 0 12 Apr 2021
Proof of the Theory-to-Practice Gap in Deep Learning via Sampling Complexity bounds for Neural Network Approximation Spaces Philipp Grohs F. Voigtlaender 8 33 0 06 Apr 2021
Machine Learning Meets Natural Language Processing -- The story so far N. Galanis P. Vafiadis K.-G. Mirzaev G. Papakostas 22 6 0 27 Mar 2021
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments B. Svetozarevic C. Baumann S. Muntwiler L. Di Natale M. Zeilinger Philipp Heer AI4CE 14 34 0 02 Mar 2021