v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
CASE: Context-Aware Semantic Expansion Jialong Han Aixin Sun Haisong Zhang Chenliang Li Shuming Shi 52 7 0 31 Dec 2019
An Empirical Study of Factors Affecting Language-Independent Models Xiaotong Liu Yingbei Tong Anbang Xu Rama Akkiraju 42 0 0 30 Dec 2019
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic A. Fadel Ibraheem Tuffaha M. Al-Ayyoub 28 4 0 28 Dec 2019
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts M. Shakeel Asim Karim Imdadullah Khan 92 34 0 27 Dec 2019
Language Independent Sentiment Analysis M. Shakeel Turki Alghamidi S. Faizullah Imdadullah Khan 44 21 0 27 Dec 2019
Leveraging Lead Bias for Zero-shot Abstractive News Summarization Chenguang Zhu Ziyi Yang R. Gmyr Michael Zeng Xuedong Huang 78 19 0 25 Dec 2019
BioConceptVec: creating and evaluating literature-based biomedical concept embeddings on a large scale Qingyu Chen Kyubum Lee Shankai Yan Sun Kim Chih-Hsuan Wei Zhiyong Lu 148 48 0 23 Dec 2019
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang Yaming Yang Yiren Chen Jing Bai Ce Zhang Guinan Su Xiaoyu Kou Yunhai Tong Mao Yang Lidong Zhou 87 57 0 23 Dec 2019
Siamese Networks for Large-Scale Author Identification Chakaveh Saedi Mark Dras 98 38 0 23 Dec 2019
Learning and Evaluating Contextual Embedding of Source Code Aditya Kanade Petros Maniatis Gogul Balakrishnan Kensen Shi ELM 87 77 0 21 Dec 2019
Shareable Representations for Search Query Understanding Mukul Kumar You-Heng Hu William P. Headden R. Goutam Heran Lin Bing Yin 65 4 0 20 Dec 2019
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks Minh Nguyen G. Ngo Nancy F. Chen 62 19 0 20 Dec 2019
CORE: Automating Review Recommendation for Code Changes J. Siow Cuiyun Gao Lingling Fan Sen Chen Yang Liu 87 59 0 20 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 110 201 0 20 Dec 2019
BERTje: A Dutch BERT Model Wietse de Vries Andreas van Cranenburgh Arianna Bisazza Tommaso Caselli Gertjan van Noord Malvina Nissim VLM SSeg 101 295 0 19 Dec 2019
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation Xin Dong Jingchao Ni Wei Cheng Zhengzhang Chen Bo Zong Dongjin Song Yanchi Liu Haifeng Chen Gerard de Melo 152 55 0 18 Dec 2019
MedCAT -- Medical Concept Annotation Tool Z. Kraljevic D. Bean Aurelie Mascio Lukasz Roguski A. Folarin A. Roberts R. Bendayan Richard J. B. Dobson MedIm 80 30 0 18 Dec 2019
Chinese Named Entity Recognition Augmented with Lexicon Memory Yi Zhou Xiaoqing Zheng Xuanjing Huang 41 5 0 17 Dec 2019
Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings Andreas Hanselowski Iryna Gurevych 40 2 0 17 Dec 2019
Scale-dependent Relationships in Natural Language Aakash Sarkar Marc W Howard 30 1 0 16 Dec 2019
Robust Named Entity Recognition with Truecasing Pretraining Stephen D. Mayhew Nitish Gupta Dan Roth 63 40 0 15 Dec 2019
Multilingual is not enough: BERT for Finnish Antti Virtanen Jenna Kanerva Rami Ilo Jouni Luoma Juhani Luotolahti T. Salakoski Filip Ginter S. Pyysalo 95 280 0 15 Dec 2019
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings Niels van der Heijden Samira Abnar Ekaterina Shutova 69 16 0 15 Dec 2019
Integrating Lexical Knowledge in Word Embeddings using Sprinkling and Retrofitting Aakash Srinivasan Harshavardhan Kamarthi Devi Ganesan Sutanu Chakraborti KELM 23 1 0 14 Dec 2019
Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations Nicolas Garneau Jean-Samuel Leboeuf Yuval Pinter Luc Lamontagne 44 1 0 14 Dec 2019
Towards Robust Toxic Content Classification Keita Kurita A. Belova Antonios Anastasopoulos AAML 72 33 0 14 Dec 2019
WaLDORf: Wasteless Language-model Distillation On Reading-comprehension J. Tian A. Kreuzer Pai-Hung Chen Hans-Martin Will VLM 62 3 0 13 Dec 2019
Extracting clinical concepts from user queries Yue Zhao J. Handley 36 1 0 12 Dec 2019
Improving Interpretability of Word Embeddings by Generating Definition and Usage Haitong Zhang Yongping Du Jiaxin Sun Qingxia Li 45 15 0 12 Dec 2019
Extending Machine Language Models toward Human-Level Language Understanding James L. McClelland Felix Hill Maja R. Rudolph Jason Baldridge Hinrich Schütze LRM 78 35 0 12 Dec 2019
Exploiting Statistical and Structural Features for the Detection of Domain Generation Algorithms Constantinos Patsakis Fran Casino 134 15 0 12 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 138 401 0 11 Dec 2019
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context C. S. Armendariz Matthew Purver Matej Ulčar Senja Pollak Nikola Ljubesic Marko Robnik-Šikonja Mark Granroth-Wilding Kristiina Vaik 80 35 0 11 Dec 2019
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling Boyi Deng Baosong Yang Derek F. Wong Lidia S. Chao Haihua Du B. Ao 60 21 0 11 Dec 2019
An Ensemble Method for Producing Word Representations focusing on the Greek Language Michalis Lioudakis Stamatis Outsios Michalis Vazirgiannis 16 2 0 10 Dec 2019
Medication Regimen Extraction From Medical Conversations Sai P. Selvaraj Sandeep Konam MedIm 70 19 0 10 Dec 2019
Unsupervised Transfer Learning via BERT Neuron Selection M. Valipour E. Lee Jaime R. Jamacaro C. Bessega 58 5 0 10 Dec 2019
GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception Laura Ana Maria Bostan Evgeny Kim Roman Klinger 103 87 0 06 Dec 2019
Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi Jesujoba Oluwadara Alabi Kwabena Amponsah-Kaakyire David Ifeoluwa Adelani C. España-Bonet 107 53 0 05 Dec 2019
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 71 70 0 04 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 145 332 0 04 Dec 2019
Integrating Knowledge into End-to-End Speech Recognition from External Text-Only Data Ye Bai Jiangyan Yi J. Tao Zhengqi Wen Zhengkun Tian Shuai Zhang 55 2 0 04 Dec 2019
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation Rongxiang Weng Heng Yu Shujian Huang Shanbo Cheng Weihua Luo 93 67 0 04 Dec 2019
HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition Shifeng Liu Yifang Sun Bing Li Wei Wang Xiang Zhao 29 26 0 03 Dec 2019
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition Shaoshi Ling Yuzong Liu Julian Salazar Katrin Kirchhoff SSL 88 139 0 03 Dec 2019
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization Thanapapas Horsuwan Kasidis Kanwatchara P. Vateekul B. Kijsirikul 42 9 0 03 Dec 2019
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-ranking Sebastian Hofstatter Markus Zlabinger Allan Hanbury 59 15 0 03 Dec 2019
Modelling Semantic Categories using Conceptual Neighborhood Zied Bouraoui Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 47 10 0 03 Dec 2019
See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data Paulo Mann A. Paes Elton H. Matsushima 57 40 0 03 Dec 2019
BERT for Large-scale Video Segment Classification with Test-time Augmentation Tianqi Liu Qizhan Shao 78 4 0 02 Dec 2019