Enriching Word Vectors with Subword Information

15 July 2016

Papers citing "Enriching Word Vectors with Subword Information"

50 / 917 papers shown

Title
Joint Entity Extraction and Assertion Detection for Clinical Text Parminder Bhatia B. Celikkaya Mohammed Khalilia MedIm 43 32 0 13 Dec 2018
Learning Item-Interaction Embeddings for User Recommendations Xiaoting Zhao Raphael Louca D. Hu Liangjie Hong 11 11 0 11 Dec 2018
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 18 189 0 11 Dec 2018
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 22 70 0 10 Dec 2018
The MeSH-gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for UMLS Semantic Similarity and Relatedness in the Biomedical Domain Saïd Abdeddaïm Sylvestre Vimard L. Soualmia 14 6 0 28 Nov 2018
One-Shot Item Search with Multimodal Data Jonghwa Yim Junghun Kim D. Shin 24 3 0 27 Nov 2018
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish Slawomir Dadas 30 6 0 26 Nov 2018
Generalised Differential Privacy for Text Document Processing Natasha Fernandes Mark Dras Annabelle McIver 11 107 0 26 Nov 2018
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context A. Neuraz Leonardo Campillos-Llanos Anita Burgun-Parenthoine S. Rosset 25 14 0 23 Nov 2018
Learning cross-lingual phonological and orthagraphic adaptations: a case study in improving neural machine translation between low-resource languages Saurav Jha A. Sudhakar Anil Kumar Singh 21 4 0 21 Nov 2018
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging Barbara Plank Sigrid Klerke Zeljko Agic NAI 52 4 0 21 Nov 2018
The Mafiascum Dataset: A Large Text Corpus for Deception Detection Bob de Ruiter George Kachergis 9 15 0 19 Nov 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 19 50 0 13 Nov 2018
Few-shot Learning for Named Entity Recognition in Medical Text Maximilian Hofer Andrey Kormilitzin Paul W. Goldberg A. Nevado-Holgado 11 65 0 13 Nov 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 27 246 0 12 Nov 2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 39 5 0 10 Nov 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context Timo Schick Hinrich Schütze AI4TS NAI 35 34 0 09 Nov 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter Hyungtae Lee Sungmin Eum Raghav Jindal Chris Biemann 4 45 0 07 Nov 2018
Semantic Term "Blurring" and Stochastic "Barcoding" for Improved Unsupervised Text Classification Robert Frank Martorano 8 1 0 06 Nov 2018
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Edward Collins Nikolai Rozanov M. Kaptein 9 27 0 05 Nov 2018
Unsupervised Hyperalignment for Multilingual Word Embeddings J. Alaux Edouard Grave Marco Cuturi Armand Joulin 27 70 0 02 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 23 182 0 02 Nov 2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization Anish Acharya Rahul Goel A. Metallinou Inderjit Dhillon 25 58 0 01 Nov 2018
Engaging Image Captioning Via Personality Kurt Shuster Samuel Humeau Hexiang Hu Antoine Bordes Jason Weston 37 149 0 25 Oct 2018
BCWS: Bilingual Contextual Word Similarity Ta-Chung Chi Ching-Yen Shih Yun-Nung (Vivian) Chen 16 3 0 21 Oct 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 22 47 0 20 Oct 2018
Collaborative Deep Learning Across Multiple Data Centers Kele Xu Haibo Mi Dawei Feng Huaimin Wang Chuan Chen Zibin Zheng Xu Lan FedML 131 18 0 16 Oct 2018
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 27 280 0 15 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 20 66 0 12 Oct 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 36 20 0 08 Oct 2018
An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation Hamed Zamani Markus Schedl Paul Lamere Ching-Wei Chen 19 54 0 02 Oct 2018
Context-Aware Attention for Understanding Twitter Abuse Tuhin Chakrabarty Kilol Gupta 17 27 0 24 Sep 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis Betty van Aken Julian Risch Ralf Krestel Alexander Loser 11 221 0 20 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Generalizing Word Embeddings using Bag of Subwords Jinman Zhao Sidharth Mudgal Yingyu Liang 29 46 0 12 Sep 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Ponti Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen VLM 28 46 0 11 Sep 2018
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge Debanjan Chaudhuri Agustinus Kristiadi Jens Lehmann Asja Fischer 30 26 0 10 Sep 2018
SHOMA at Parseme Shared Task on Automatic Identification of VMWEs: Neural Multiword Expression Tagging with High Generalisation Shiva Taslimipoor Omid Rohanian 25 24 0 09 Sep 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 32 67 0 06 Sep 2018
Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation Mikel Artetxe Gorka Labaka I. Lopez-Gazpio Eneko Agirre 16 41 0 06 Sep 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huan Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 15 181 0 03 Sep 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 27 60 0 27 Aug 2018
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach Pratik Jawanpuria Arjun Balgovind Anoop Kunchukuttan Bamdev Mishra 26 77 0 27 Aug 2018
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media C. Abbet Meryem M'hamdi Athanasios Giannakopoulos Robert West Andreea Hossmann Michael Baeriswyl C. Musat 33 17 0 25 Aug 2018
Learning to Learn from Web Data through Deep Semantic Embeddings Raul Gomez Lluís Gómez J. Gibert Dimosthenis Karatzas 14 22 0 20 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 27 52 0 07 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 46 37 0 21 Jul 2018
Imparting Interpretability to Word Embeddings while Preserving Semantic Structure Lutfi Kerem Senel Ihsan Utlu Furkan Şahinuç H. Ozaktas Aykut Kocc 32 14 0 19 Jul 2018
Theme-weighted Ranking of Keywords from Text Documents using Phrase Embeddings Debanjan Mahata John Kuriakose R. Shah Roger Zimmermann J. Talburt 18 25 0 16 Jul 2018