Character-Aware Neural Language Models

26 August 2015

Papers citing "Character-Aware Neural Language Models"

50 / 211 papers shown

Title
TiSpell: A Semi-Masked Methodology for Tibetan Spelling Correction covering Multi-Level Error with Data Augmentation Yutong Liu Feng Xiao Ziyue Zhang Yongbin Yu Cheng Huang ... Thupten Tsering Cheng Huang Gadeng Luosang Renzeng Duojie Nyima Tashi 31 0 0 12 May 2025
Decoding Futures Price Dynamics: A Regularized Sparse Autoencoder for Interpretable Multi-Horizon Forecasting and Factor Discovery Abhijit Gupta 31 0 0 11 May 2025
Modes of Sequence Models and Learning Coefficients Zhongtian Chen Daniel Murfet 90 0 0 25 Apr 2025
Scaling Embedding Layers in Language Models Da Yu Edith Cohen Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Daogao Liu Chiyuan Zhang 87 0 0 03 Feb 2025
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 42 2 0 28 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 68 3 0 01 Jul 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 62 66 0 27 Feb 2024
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 38 6 0 10 May 2023
What is the best recipe for character-level encoder-only modelling? Kris Cao 42 2 0 09 May 2023
Green Federated Learning Ashkan Yousefpour Sheng Guo Ashish Shenoy Sayan Ghosh Pierre Stock Kiwan Maeng Schalk-Willem Kruger Michael G. Rabbat Carole-Jean Wu Ilya Mironov FedML AI4CE 51 10 0 26 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 38 42 0 10 Mar 2023
Hybrid quantum-classical convolutional neural network for phytoplankton classification S. Shi Zhimin Wang R. Shang Yanan Li Jiaxin Li Guoqiang Zhong Yongjian Gu 26 6 0 07 Mar 2023
Word-Level Representation From Bytes For Language Modeling Chul Lee Qipeng Guo Xipeng Qiu 23 1 0 23 Nov 2022
Collateral facilitation in humans and language models J. Michaelov Benjamin Bergen 25 11 0 09 Nov 2022
Group Personalized Federated Learning Zhe Liu Yue Hui Fuchun Peng FedML 28 2 0 04 Oct 2022
Efficient model compression with Random Operation Access Specific Tile (ROAST) hashing Aditya Desai K. Zhou Anshumali Shrivastava 22 1 0 21 Jul 2022
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning John Nguyen Jianyu Wang Kshitiz Malik Maziar Sanjabi Michael G. Rabbat FedML AI4CE 34 21 0 30 Jun 2022
elBERto: Self-supervised Commonsense Learning for Question Answering Xunlin Zhan Yuan Li Xiao Dong Xiaodan Liang Zhiting Hu Lawrence Carin SSL RALM LRM 24 7 0 17 Mar 2022
Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models Mark Chu Bhargav Srinivasa Desikan E. Nadler Ruggerio L. Sardo Elise Darragh-Ford Douglas Guilbeault 25 0 0 15 Mar 2022
CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences Maliheh Izadi Roberta Gismondi Georgios Gousios 25 100 0 14 Feb 2022
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP Sabrina J. Mielke Zaid Alyafeai Elizabeth Salesky Colin Raffel Manan Dey ... Arun Raja Chenglei Si Wilson Y. Lee Benoît Sagot Samson Tan 34 143 0 20 Dec 2021
VAE based Text Style Transfer with Pivot Words Enhancement Learning Haoran Xu Sixing Lu Zhongkai Sun Chengyuan Ma Chenlei Guo 29 10 0 06 Dec 2021
Leveraging Sequence Embedding and Convolutional Neural Network for Protein Function Prediction Wei-Cheng Tseng Po-Han Chi Jiahong Wu Min Sun 24 0 0 01 Dec 2021
Visual Intelligence through Human Interaction Ranjay Krishna Mitchell L. Gordon Fei-Fei Li Michael S. Bernstein 29 8 0 12 Nov 2021
Character-level HyperNetworks for Hate Speech Detection Tomer Wullach A. Adler Einat Minkov 24 12 0 11 Nov 2021
Papaya: Practical, Private, and Scalable Federated Learning Dzmitry Huba John Nguyen Kshitiz Malik Ruiyu Zhu Michael G. Rabbat ... H. Srinivas Kaikai Wang Anthony Shoumikhin Jesik Min Mani Malek FedML 113 137 0 08 Nov 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models José Carlos Rosales Núnez Guolong Su Djamé Seddah 25 8 0 24 Oct 2021
The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization Róbert Csordás Kazuki Irie Jürgen Schmidhuber AI4CE 33 55 0 14 Oct 2021
Language Modelling via Learning to Rank A. Frydenlund Gagandeep Singh Frank Rudzicz 47 7 0 13 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 28 12 0 05 Oct 2021
Private Language Model Adaptation for Speech Recognition Zhe Liu Ke Li Shreyan Bakshi Fuchun Peng 34 6 0 28 Sep 2021
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training Bo Zheng Li Dong Shaohan Huang Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei VLM 21 22 0 15 Sep 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay Vinh Q. Tran Sebastian Ruder Jai Gupta Hyung Won Chung Dara Bahri Zhen Qin Simon Baumgartner Cong Yu Donald Metzler 51 153 0 23 Jun 2021
Dynamic Language Models for Continuously Evolving Content Spurthi Amba Hombaiah Tao Chen Mingyang Zhang Michael Bendersky Marc Najork CLL KELM 42 37 0 11 Jun 2021
1xN Pattern for Pruning Convolutional Neural Networks Mingbao Lin Yu-xin Zhang Yuchao Li Bohong Chen Rongrong Ji Mengdi Wang Shen Li Yonghong Tian Rongrong Ji 3DPC 33 40 0 31 May 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 31 164 0 16 Apr 2021
Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution Takumi Tanabe Kazuto Fukuchi Jun Sakuma Youhei Akimoto 27 11 0 13 Apr 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer Yiwei Lyu Paul Pu Liang Hai Pham Eduard H. Hovy Barnabas Poczos Ruslan Salakhutdinov Louis-Philippe Morency 27 41 0 12 Apr 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model Akbar Karimi L. Rossi Andrea Prati 29 4 0 17 Mar 2021
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation J. Clark Dan Garrette Iulia Turc John Wieting 41 210 0 11 Mar 2021
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning Nasi Jofche Kostadin Mishev Riste Stojanov Milos Jovanovik D. Trajanov 22 17 0 25 Feb 2021
Automatic Code Generation using Pre-Trained Language Models Luis Perez Lizi Ottens Sudharshan Viswanathan SyDa ALM 26 24 0 21 Feb 2021
End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort Max H. Cohen Sylvain Le Corff M. Charbit Marius Preda Gilles Noziere AI4CE 26 11 0 01 Feb 2021
Embedding Symbolic Temporal Knowledge into Deep Sequential Models Yaqi Xie Fan Zhou Harold Soh AI4CE 21 19 0 28 Jan 2021
It's All in the Name: A Character Based Approach To Infer Religion Rochana Chaturvedi Sugat Chaturvedi 29 23 0 27 Oct 2020
Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention Linlin Hou Ji Zhang Ou Wu Ting Yu Zhen Wang Zhao Li Jianliang Gao Yingchun Ye Rujing Yao 25 33 0 26 Oct 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 52 12 0 24 Oct 2020
NeuSpell: A Neural Spelling Correction Toolkit Sai Muralidhar Jayanthi Danish Pruthi Graham Neubig KELM LRM 27 64 0 21 Oct 2020
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters Hicham El Boukkouri Olivier Ferret Thomas Lavergne Hiroshi Noji Pierre Zweigenbaum Junichi Tsujii 77 156 0 20 Oct 2020
Vulgaris: Analysis of a Corpus for Middle-Age Varieties of Italian Language Andrea Zugarini Matteo Tiezzi Marco Maggini 16 2 0 12 Oct 2020