v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 70 11 0 24 Aug 2021
Modeling Dynamics of Facial Behavior for Mental Health Assessment Minh Tran Ellen R. Bradley Michelle Matvey J. Woolley M. Soleymani CVBM 45 3 0 23 Aug 2021
Analyzing the Granularity and Cost of Annotation in Clinical Sequence Labeling Haozhan Sun Chenchen Xu H. Suominen 37 3 0 23 Aug 2021
UzBERT: pretraining a BERT model for Uzbek B. Mansurov A. Mansurov VLM 53 13 0 22 Aug 2021
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps Yibo Sun Jizhou Huang Chunyuan Yuan M. Fan Haifeng Wang Ming Liu Bing Qin 58 13 0 20 Aug 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining Taolin Zhang Zerui Cai Chengyu Wang Minghui Qiu Bite Yang Xiaofeng He AI4MH 73 54 0 20 Aug 2021
A Framework for Neural Topic Modeling of Text Corpora Shayan Fazeli Majid Sarrafzadeh BDL 20 0 0 19 Aug 2021
On Accelerating Distributed Convex Optimizations Kushal Chakrabarti Nirupam Gupta Nikhil Chopra 72 7 0 19 Aug 2021
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection Yongming Rao Benlin Liu Yi Wei Jiwen Lu Cho-Jui Hsieh Jie Zhou 3DPC 117 52 0 17 Aug 2021
Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss Thomas Effland Michael Collins 42 9 0 16 Aug 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 218 2,024 0 16 Aug 2021
Zero-shot Task Transfer for Invoice Extraction via Class-aware QA Ensemble Prithiviraj Damodaran Prabhkaran Singh Josemon Achankuju 38 2 0 13 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 116 270 0 12 Aug 2021
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning Guangyi Liu Yinghong Liao Fuyu Wang Bin Zhang Lu Zhang ... Xiang Wan Shaolin Li Zhen Li Shuixing Zhang Shuguang Cui 114 59 0 11 Aug 2021
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis Masoud Monajatipoor Mozhdeh Rouhsedaghat Liunian Harold Li Aichi Chien C.-C. Jay Kuo Fabien Scalzo Kai-Wei Chang LM&MA MedIm 60 31 0 10 Aug 2021
KGAP: Knowledge Graph Augmented Political Perspective Detection in News Media Shangbin Feng Zilong Chen Wenqian Zhang Qingyao Li Qinghua Zheng Xiao Chang Minnan Luo 65 14 0 09 Aug 2021
Language Model Evaluation in Open-ended Text Generation An Nguyen 111 3 0 08 Aug 2021
VitaLITy: Promoting Serendipitous Discovery of Academic Literature with Transformers & Visual Analytics Arpit Narechania Alireza Karduni Ryan Wesslen Emily Wall 82 25 0 07 Aug 2021
Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge Qin Wang JunChao Wei Boyuan Wang Zhen Li Sheng Wang Shuguang Cui 51 1 0 05 Aug 2021
Curriculum learning for language modeling Daniel Fernando Campos 59 33 0 04 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 108 373 0 04 Aug 2021
LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization Weidong Guo Mingjun Zhao Lusheng Zhang Di Niu Jinwen Luo Zhenhua Liu Zhenyang Li J. Tang 55 8 0 02 Aug 2021
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text Binlong Zhang Wei Zhou 49 18 0 01 Aug 2021
Deep Natural Language Processing for LinkedIn Search Systems Weiwei Guo Xiaowei Liu Sida Wang Michaeel Kazi Zhoutong Fu Huiji Gao Jun Jia Liang Zhang Bo Long VLM 80 3 0 30 Jul 2021
Adapting GPT, GPT-2 and BERT Language Models for Speech Recognition Xianrui Zheng Chao Zhang P. Woodland 34 49 0 29 Jul 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 119 143 0 29 Jul 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 87 67 0 28 Jul 2021
Detecting Abusive Albanian Erida Nurce Jorgel Keci Leon Derczynski 39 5 0 28 Jul 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 440 4,053 0 28 Jul 2021
Predicting the Future from First Person (Egocentric) Vision: A Survey Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 104 44 0 28 Jul 2021
Arabic aspect sentiment polarity classification using BERT Mohammed M. Abdelgwad T. H. Soliman A. Taloba 58 34 0 28 Jul 2021
A Thorough Review on Recent Deep Learning Methodologies for Image Captioning Ahmed Elhagry Karima Kadaoui VLM 72 17 0 28 Jul 2021
gaBERT -- an Irish Language Model James Barry Joachim Wagner Lauren Cassidy Alan Cowap Teresa Lynn Abigail Walsh Mícheál J. Ó Meachair Jennifer Foster 65 18 0 27 Jul 2021
Revisiting Negation in Neural Machine Translation Gongbo Tang Philipp Ronchen Rico Sennrich Joakim Nivre 49 7 0 26 Jul 2021
An Argumentative Dialogue System for COVID-19 Vaccine Information Bettina Fazzinga Andrea Galassi Paolo Torroni 48 19 0 26 Jul 2021
ContextNet: A Click-Through Rate Prediction Framework Using Contextual information to Refine Feature Embedding Zhiqiang Wang Qingyun She Pengtao Zhang Junlin Zhang 62 8 0 26 Jul 2021
Language Models as Zero-shot Visual Semantic Learners Yue Jiao Jonathon S. Hare Adam Prugel-Bennett VLM 46 0 0 26 Jul 2021
Stress Test Evaluation of Biomedical Word Embeddings Vladimir Araujo Andrés Carvallo Carlos Aspillaga C. Thorne Denis Parra 44 8 0 24 Jul 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 124 44 0 24 Jul 2021
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss Abien Fred Agarap DRL 33 0 0 23 Jul 2021
DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines Cristian Anastasiu Hanna Behnke Sarah Lück Viktor Malesevic Aamna Najmi Javier Poveda-Panter 101 3 0 22 Jul 2021
Evaluation of contextual embeddings on less-resourced languages Matej Ulvcar Alevs vZagar C. S. Armendariz Andravz Repar Senja Pollak Matthew Purver Marko Robnik-vSikonja 68 11 0 22 Jul 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Junghoon Lee Jounghee Kim Pilsung Kang VLM 74 5 0 22 Jul 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 70 21 0 22 Jul 2021
Memorization in Deep Neural Networks: Does the Loss Function matter? Deep Patel P. Sastry TDI 59 8 0 21 Jul 2021
Cross-Lingual BERT Contextual Embedding Space Mapping with Isotropic and Isometric Conditions Haoran Xu Philipp Koehn 79 9 0 19 Jul 2021
Self-supervision for health insurance claims data: a Covid-19 use case Emilia Apostolova Fazle Karim G. Muscioni Anubhav Rana J. Clyman 29 0 0 19 Jul 2021
Clinical Relation Extraction Using Transformer-based Models Xi Yang Zehao Yu Yi Guo Jiang Bian Yonghui Wu LM&MA MedIm 65 20 0 19 Jul 2021
Stock Movement Prediction with Financial News using Contextualized Embedding from BERT Qinkai Chen AIFin 52 19 0 19 Jul 2021
Residual Tree Aggregation of Layers for Neural Machine Translation Guoliang Li Yiyang Li 59 0 0 19 Jul 2021