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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
GRET: Global Representation Enhanced Transformer Rongxiang Weng Hao-Ran Wei Shujian Huang Heng Yu Lidong Bing Weihua Luo Jiajun Chen 74 9 0 24 Feb 2020
ScopeIt: Scoping Task Relevant Sentences in Documents Vishwas Suryanarayanan Barun Patra P. Bhattacharya C. Fufa Charles Lee 47 4 0 23 Feb 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 65 10 0 22 Feb 2020
Modelling Latent Skills for Multitask Language Generation Kris Cao Dani Yogatama 46 3 0 21 Feb 2020
Measuring Social Biases in Grounded Vision and Language Embeddings Candace Ross Boris Katz Andrei Barbu 110 65 0 20 Feb 2020
The Fluidity of Concept Representations in Human Brain Signals E. Hendrikx Lisa Beinborn 33 0 0 20 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 57 5 0 20 Feb 2020
Federated pretraining and fine tuning of BERT using clinical notes from multiple silos Dianbo Liu Timothy A. Miller AI4MH 71 36 0 20 Feb 2020
Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning Mitchell A. Gordon Kevin Duh Nicholas Andrews VLM 105 343 0 19 Feb 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 63 27 0 19 Feb 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 285 2,727 0 19 Feb 2020
A Systematic Comparison of Architectures for Document-Level Sentiment Classification Jeremy Barnes Vinit Ravishankar Lilja Ovrelid Erik Velldal 17 0 0 19 Feb 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Yu Wang Jianshu Ji Hao Cheng Xueyun Zhu ... Pengcheng He Weizhu Chen Hoifung Poon Guihong Cao Jianfeng Gao AI4CE 77 61 0 19 Feb 2020
Learning by Semantic Similarity Makes Abstractive Summarization Better Wonjin Yoon Yoonsun Yeo Minbyul Jeong Bong-Jun Yi Jaewoo Kang 164 16 0 18 Feb 2020
Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Kevin Meng Damian Jimenez Fatma Arslan J. Devasier Daniel Obembe Chengkai Li 77 16 0 18 Feb 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 63 23 0 18 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 122 140 0 18 Feb 2020
Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature Fusataka Kuniyoshi Kohei Makino Jun Ozawa Makoto Miwa 67 34 0 18 Feb 2020
From English To Foreign Languages: Transferring Pre-trained Language Models Ke M. Tran 58 52 0 18 Feb 2020
A Financial Service Chatbot based on Deep Bidirectional Transformers S. Yu Yuxin Chen Hussain Zaidi 73 35 0 17 Feb 2020
Convergence of End-to-End Training in Deep Unsupervised Contrastive Learning Zixin Wen SSL 79 3 0 17 Feb 2020
Incorporating BERT into Neural Machine Translation Jinhua Zhu Yingce Xia Lijun Wu Di He Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu FedML AIMat 50 360 0 17 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 69 156 0 16 Feb 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 95 74 0 16 Feb 2020
Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM) D. Wood J. Lynch S. Kafiabadi Emily Guilhem A. A. Busaidi ... Keena Patel Gareth J. Barker S. Ourselin James H. Cole Thomas C Booth MedIm 63 42 0 16 Feb 2020
Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells Gengchen Mai K. Janowicz Bo Yan Rui Zhu Ling Cai Ni Lao SSL 148 125 0 16 Feb 2020
Deeper Task-Specificity Improves Joint Entity and Relation Extraction Phil Crone 28 14 0 15 Feb 2020
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval Wenhao Lu Jian Jiao Ruofei Zhang 67 50 0 14 Feb 2020
Transformer on a Diet Chenguang Wang Zihao Ye Aston Zhang Zheng Zhang Alex Smola 93 8 0 14 Feb 2020
Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers Raphaël Barman Maud Ehrmann Simon Clematide S. Oliveira F. Kaplan 74 40 0 14 Feb 2020
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems N. Tomashenko C. Raymond Antoine Caubrière R. Mori Yannick Esteve 94 15 0 14 Feb 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System Zheng Chen Xing Fan Yuan Ling Lambert Mathias Chenlei Guo 54 23 0 13 Feb 2020
Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference Youwei Song Jiahai Wang Zhiwei Liang Zhiyue Liu Tao Jiang 81 77 0 12 Feb 2020
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks Joseph D. Janizek Pascal Sturmfels Su-In Lee FAtt 90 149 0 10 Feb 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 185 223 0 10 Feb 2020
Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery Hakime Öztürk Arzucan Özgür P. Schwaller Teodoro Laino Elif Özkirimli 98 122 0 10 Feb 2020
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Neha Singh Nirmalya Roy A. Gangopadhyay 81 6 0 10 Feb 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 185 898 0 10 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 211 2,133 0 10 Feb 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 166 194 0 10 Feb 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 154 205 0 07 Feb 2020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space Patrick Bordes Éloi Zablocki Laure Soulier Benjamin Piwowarski Patrick Gallinari 55 26 0 07 Feb 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 80 59 0 07 Feb 2020
Aligning the Pretraining and Finetuning Objectives of Language Models Nuo Wang Pierse Jing Lu AI4CE 42 2 0 05 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 177 557 0 05 Feb 2020
Parsing as Pretraining David Vilares Michalina Strzyz Anders Søgaard Carlos Gómez-Rodríguez 90 32 0 05 Feb 2020
Syntactically Look-Ahead Attention Network for Sentence Compression Hidetaka Kamigaito Manabu Okumura 84 20 0 04 Feb 2020
Dynamic Parameter Allocation in Parameter Servers Alexander Renz-Wieland Rainer Gemulla Steffen Zeuch Volker Markl 59 18 0 03 Feb 2020
Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking Yu-Ping Ruan Zhenhua Ling Jia-Chen Gu Quan Liu 73 20 0 01 Feb 2020
Pretrained Transformers for Simple Question Answering over Knowledge Graphs Denis Lukovnikov Asja Fischer Jens Lehmann GNN AI4MH 96 58 0 31 Jan 2020