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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Open-Ended Multi-Modal Relational Reasoning for Video Question Answering Haozheng Luo Ruiyang Qin Chenwei Xu Guo Ye Zening Luo 112 4 0 01 Dec 2020
CPM: A Large-scale Generative Chinese Pre-trained Language Model Zhengyan Zhang Xu Han Hao Zhou Pei Ke Yuxian Gu ... Wentao Han Jie Tang Juan-Zi Li Xiaoyan Zhu Maosong Sun 90 119 0 01 Dec 2020
BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation Mahfuz Ahmed Masum Sheikh Junayed Ahmed A. Tasnim Md. Saiful Islam 35 14 0 01 Dec 2020
High Quality Real-Time Structured Debate Generation E. Bolton Alex Calderwood Niles Christensen Jerome Kafrouni Iddo Drori 61 3 0 01 Dec 2020
Meta learning to classify intent and slot labels with noisy few shot examples Shang-Wen Li Jason Krone Shuyan Dong Yi Zhang Yaser Al-Onaizan NoLa VLM 57 6 0 30 Nov 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 101 22 0 30 Nov 2020
A Selective Survey on Versatile Knowledge Distillation Paradigm for Neural Network Models J. Ku Jihun Oh Youngyoon Lee Gaurav Pooniwala Sangjeong Lee 49 3 0 30 Nov 2020
Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation Ishan Jindal R. Aharonov Siddhartha Brahma Khoi-Nguyen Tran Yunyao Li 62 9 0 29 Nov 2020
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models M. Guo R. Hwa Y. Lin Wen-Ting Chung 29 8 0 29 Nov 2020
Intrinsic Knowledge Evaluation on Chinese Language Models Zhiruo Wang Renfen Hu KELM ELM 46 1 0 29 Nov 2020
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and Health Denis R. Newman-Griffis Eric Fosler-Lussier 87 20 0 27 Nov 2020
Discriminatory Expressions to Produce Interpretable Models in Short Documents M. Francisco J. Castro 8 0 0 27 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 35 7 0 27 Nov 2020
Domain Adaptative Causality Encoder Farhad Moghimifar Gholamreza Haffari Mahsa Baktash CML OOD 59 8 0 27 Nov 2020
A Survey of Deep Learning Approaches for OCR and Document Understanding Nishant Subramani Alexandre Matton Malcolm Greaves Adrian Lam 70 50 0 27 Nov 2020
Two Stage Transformer Model for COVID-19 Fake News Detection and Fact Checking Rutvik Vijjali Prathyush Potluri S. Kumar Sundeep Teki MedIm 81 75 0 26 Nov 2020
Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks E. Bastianelli Andrea Vanzo Oliver Lemon 65 6 0 26 Nov 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Jun Huang 49 4 0 25 Nov 2020
Neural Representations for Modeling Variation in Speech Martijn Bartelds Wietse de Vries Faraz Sanal Caitlin Richter M. Liberman Martijn B. Wieling SSL DRL 48 23 0 25 Nov 2020
AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments Eric Li Jingyi Su Hao Sheng Lawrence Wai 45 2 0 25 Nov 2020
The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability Sunipa Dev 90 1 0 25 Nov 2020
Experiments on transfer learning architectures for biomedical relation extraction Walid Hafiane Joël Legrand Y. Toussaint Adrien Coulet 24 6 0 24 Nov 2020
Domain-Transferable Method for Named Entity Recognition Task Vladislav Mikhailov Tatiana Shavrina 25 2 0 24 Nov 2020
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis Michael A. Lepori 77 13 0 24 Nov 2020
Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis Michael A. Lepori R. Thomas McCoy 74 24 0 24 Nov 2020
Advancing Humor-Focused Sentiment Analysis through Improved Contextualized Embeddings and Model Architecture Felipe Godoy 10 0 0 23 Nov 2020
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention Varnith Chordia B. Vijaykumar 67 7 0 23 Nov 2020
STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation Learning Prakamya Mishra 57 0 0 23 Nov 2020
DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings Muhammad Abdul-Mageed Shady Elbassuoni Jad Doughman AbdelRahim Elmadany El Moatez Billah Nagoudi Yorgo Zoughby Ahmad Shaher Ahmad Shaher Iskander Gaba Ahmed E. Helal Mohammed Elrazzaz 83 3 0 22 Nov 2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models Harshil Shah Julien Fauqueur 30 0 0 20 Nov 2020
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification Daniel Palomino José Eduardo Ochoa Luna 44 7 0 18 Nov 2020
Topology of Word Embeddings: Singularities Reflect Polysemy A. Jakubowski Milica Gasic Marcus Zibrowius 85 16 0 18 Nov 2020
A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning Preeti Jagdish Sajjan F. Glavin VLM 28 0 0 18 Nov 2020
Predictions For Pre-training Language Models Tonglei Guo 40 0 0 18 Nov 2020
On the Transferability of Adversarial Attacksagainst Neural Text Classifier Liping Yuan Xiaoqing Zheng Yi Zhou Cho-Jui Hsieh Kai-Wei Chang SILM AAML 87 26 0 17 Nov 2020
MVP-BERT: Redesigning Vocabularies for Chinese BERT and Multi-Vocab Pretraining Wei-wei Zhu VLM 45 6 0 17 Nov 2020
Learning from Task Descriptions Orion Weller Nicholas Lourie Matt Gardner Matthew E. Peters 117 91 0 16 Nov 2020
Text Information Aggregation with Centrality Attention Jingjing Gong Hang Yan Y. Zheng Xipeng Qiu Xuanjing Huang GNN 27 1 0 16 Nov 2020
Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning Kushal Chakrabarti Nirupam Gupta Nikhil Chopra 84 2 0 15 Nov 2020
To Schedule or not to Schedule: Extracting Task Specific Temporal Entities and Associated Negation Constraints Barun Patra C. Fufa P. Bhattacharya Charles Lee 45 5 0 15 Nov 2020
Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Md Tahmid Rahman Laskar Enamul Hoque J. Huang 57 14 0 14 Nov 2020
FLERT: Document-Level Features for Named Entity Recognition Stefan Schweter Alan Akbik 85 113 0 13 Nov 2020
RethinkCWS: Is Chinese Word Segmentation a Solved Task? Jinlan Fu Pengfei Liu Qi Zhang Xuanjing Huang 76 11 0 13 Nov 2020
Interpretable Multi-dataset Evaluation for Named Entity Recognition Jinlan Fu Pengfei Liu Graham Neubig 104 44 0 13 Nov 2020
diagNNose: A Library for Neural Activation Analysis Jaap Jumelet AI4CE 56 9 0 13 Nov 2020
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 82 32 0 13 Nov 2020
Context-aware Stand-alone Neural Spelling Correction Xiangci Li Hairong Liu Liang Huang LRM 62 9 0 12 Nov 2020
Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning Zhuoqiao Hong C. Magdamo Y. Sheu P. Mohite Ayush Noori ... J. Hsu B. Hyman M. P. M. Brandon Westover D. Blacker Sudeshna Das 19 4 0 12 Nov 2020
Biomedical Named Entity Recognition at Scale Veysel Kocaman D. Talby 81 72 0 12 Nov 2020
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks Nikolaos Stylianou I. Vlahavas 51 3 0 10 Nov 2020