Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

19 April 2016

Papers citing "Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss"

39 / 39 papers shown

Title
Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers Frederick Riemenschneider Kevin Krahn 27 2 0 30 May 2024
Smart Agriculture : A Novel Multilevel Approach for Agricultural Risk Assessment over Unstructured Data Hasna Najmi M. Mikram Maryem Rhanoui Siham Yousfi 14 0 0 22 Nov 2022
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 33 2 0 14 Nov 2022
Benchmarking zero-shot and few-shot approaches for tokenization, tagging, and dependency parsing of Tagalog text Angelina A. Aquino Franz A. de Leon 14 1 0 03 Aug 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 30 140 0 20 Dec 2021
Conformal prediction for text infilling and part-of-speech prediction N. Dey Jing Ding Jack G. Ferrell Carolina Kapper Maxwell Lovig Emiliano Planchon Jonathan P. Williams UQLM 21 19 0 04 Nov 2021
A Systematic Review of Reproducibility Research in Natural Language Processing Anya Belz Shubham Agarwal Anastasia Shimorina Ehud Reiter AI4CE 23 58 0 14 Mar 2021
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 28 28 0 13 Nov 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 47 12 0 24 Oct 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 14 3 0 02 May 2020
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá David Ifeoluwa Adelani Michael A. Hedderich D. Zhu Esther van den Berg Dietrich Klakow 6 11 0 18 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 215 0 02 Mar 2020
SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions A. Heydari Craig Thompson A. Mehmood 24 57 0 27 Dec 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 11 588 0 25 Oct 2019
Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step Steinþór Steingrímsson Örvar Kárason H. Loftsson 6 30 0 21 Jul 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 6 36 0 04 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 14 84 0 02 Jun 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 23 76 0 02 Apr 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 33 22 0 28 Feb 2019
Choosing the Right Word: Using Bidirectional LSTM Tagger for Writing Support Systems Victor Makarenkov L. Rokach Bracha Shapira 16 35 0 08 Jan 2019
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging Barbara Plank Sigrid Klerke Zeljko Agic NAI 46 4 0 21 Nov 2018
Neural Multi-Task Learning for Citation Function and Provenance Xuan Su Animesh Prasad Min-Yen Kan Kazunari Sugiyama 14 20 0 18 Nov 2018
Jointly Learning to Label Sentences and Tokens Marek Rei Anders Søgaard AI4TS 28 40 0 14 Nov 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 23 67 0 13 Aug 2018
From POS tagging to dependency parsing for biomedical event extraction Dat Quoc Nguyen Karin Verspoor 14 35 0 11 Aug 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 38 37 0 21 Jul 2018
An improved neural network model for joint POS tagging and dependency parsing Dat Quoc Nguyen Karin Verspoor 24 63 0 11 Jul 2018
Character-Level Models versus Morphology in Semantic Role Labeling Gözde Gül Sahin Mark Steedman 16 17 0 30 May 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 8 46 0 27 May 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 9 171 0 25 Apr 2018
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 27 158 0 21 Jul 2017
To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging Rob van der Goot Barbara Plank Malvina Nissim 22 25 0 17 Jul 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 34 60 0 22 May 2017
Universal Dependencies Parsing for Colloquial Singaporean English Hongmin Wang Yue Zhang GuangYong Leonard Chan Jie Yang Hai Leong Chieu 13 28 0 18 May 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 22 247 0 24 Apr 2017
DyNet: The Dynamic Neural Network Toolkit Graham Neubig Chris Dyer Yoav Goldberg Austin Matthews Bridger Waleed Ammar ... Yusuke Oda Matthew Richardson Naomi Saphra Swabha Swayamdipta Pengcheng Yin 41 386 0 15 Jan 2017
Byte-based Language Identification with Deep Convolutional Networks Johannes Bjerva 13 16 0 28 Sep 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 17 78 0 22 Sep 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 33 25 0 21 Jun 2016