Natural Language Processing (almost) from Scratch

2 March 2011

Jason Weston

Papers citing "Natural Language Processing (almost) from Scratch"

23 / 23 papers shown

Title
Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition Linh Le Guido Zuccon Gianluca Demartini Genghong Zhao Xia Zhang 73 1 0 07 Mar 2025
Deep Partially Linear Transformation Model for Right-Censored Survival Data Junkai Yin Yue Zhang Zhangsheng Yu 212 0 0 10 Dec 2024
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios Yongjian Tang Rakebul Hasan Thomas Runkler 101 2 0 10 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 80 7 1 10 Jul 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 66 7 0 09 May 2024
Fine-tuning with Very Large Dropout Jianyu Zhang Léon Bottou 69 1 0 01 Mar 2024
Augmentation Invariant Manifold Learning Shulei Wang 143 1 0 01 Nov 2022
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 50 7 0 05 Jun 2020
Minimal spiking neuron for solving multi-label classification tasks Jakub Fil Dominique F. Chu LRM 60 9 0 05 Mar 2020
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping Jian Ni Radu Florian 47 21 0 31 Oct 2019
Fast Structured Decoding for Sequence Models Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 55 122 0 25 Oct 2019
Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices Tayfun Gokmen M. Onen W. Haensch 39 140 0 22 May 2017
Cross-lingual Distillation for Text Classification Ruochen Xu Yiming Yang VLM 40 71 0 05 May 2017
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 70 1,349 0 01 May 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions Emma Strubell Pat Verga David Belanger Andrew McCallum 59 392 0 07 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 78 462 0 03 Feb 2017
Drug-Drug Interaction Extraction from Biomedical Text Using Long Short Term Memory Network Sunil Kumar Sahu Ashish Anand 54 135 0 28 Jan 2017
Deep Memory Networks for Attitude Identification Cheng Li Xiaoxiao Guo Qiaozhu Mei 59 89 0 16 Jan 2017
An Investigation of Recurrent Neural Architectures for Drug Name Recognition Raghavendra Chalapathy E. Z. Borzeshi Massimo Piccardi 48 39 0 24 Sep 2016
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution Sebastian Ruder Parsa Ghaffari J. Breslin 42 114 0 21 Sep 2016
TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth P. U. Diehl Bruno U. Pedroni A. Cassidy P. Merolla Emre Neftci Guido Zarrella 28 65 0 16 Jan 2016
Deep Learning over Multi-field Categorical Data: A Case Study on User Response Prediction Weinan Zhang Tianming Du Jun Wang AI4CE 31 492 0 11 Jan 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud David McClosky Siddharth Patwardhan Joey Tianyi Zhou 65 123 0 05 Jan 2016