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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
Self-Attentional Credit Assignment for Transfer in Reinforcement Learning Johan Ferret Raphaël Marinier Matthieu Geist Olivier Pietquin OffRL 86 6 0 18 Jul 2019
ELG: An Event Logic Graph Xiao Ding Zhongyang Li Ting Liu Kuo Liao 63 40 0 18 Jul 2019
Deep Neural Models for Medical Concept Normalization in User-Generated Texts Z. Miftahutdinov E. Tutubalina MedIm 56 44 0 18 Jul 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 47 3 0 18 Jul 2019
Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches Peter Usherwood S. Smit VLM 49 11 0 17 Jul 2019
Leveraging Linguistic Characteristics for Bipolar Disorder Recognition with Gender Differences Yen-Hao Huang Yi-Hsin Chen Fernando H. Calderon Alvarado Ssu-Rui Lee Shu-I Wu Y. Lai Yi-Shin Chen 26 5 0 17 Jul 2019
Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection Sooji Han Jie Gao F. Ciravegna 50 22 0 16 Jul 2019
Multimodal deep networks for text and image-based document classification Nicolas Audebert Catherine Herold K. Slimani Cédric Vidal 70 98 0 15 Jul 2019
TWEETQA: A Social Media Focused Question Answering Dataset Wenhan Xiong Jiawei Wu Hong Wang Vivek Kulkarni Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 77 78 0 14 Jul 2019
Task Selection Policies for Multitask Learning John Glover Chris Hokamp OffRL 89 7 0 14 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 39 1 0 13 Jul 2019
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition Hui Chen Zijia Lin Guiguang Ding Jian-Guang Lou Yusen Zhang Börje F. Karlsson 94 95 0 12 Jul 2019
Can Unconditional Language Models Recover Arbitrary Sentences? Nishant Subramani Samuel R. Bowman Kyunghyun Cho 57 25 0 10 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 101 230 0 10 Jul 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 76 54 0 10 Jul 2019
Transfer Learning from Audio-Visual Grounding to Speech Recognition Wei-Ning Hsu David Harwath James R. Glass SSL 65 32 0 09 Jul 2019
Cross-Domain Generalization of Neural Constituency Parsers Daniel Fried Nikita Kitaev Dan Klein NAI AI4CE 80 37 0 09 Jul 2019
Implicit Discourse Relation Identification for Open-domain Dialogues Mingyu Derek Ma Kevin K. Bowden JiaQi Wu Wen Cui M. Walker 88 23 0 09 Jul 2019
Knowledge-aware Pronoun Coreference Resolution Hongming Zhang Yan Song Yangqiu Song Dong Yu 78 31 0 08 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang AI4TS 175 151 0 08 Jul 2019
Infer Implicit Contexts in Real-time Online-to-Offline Recommendation Xichen Ding Jie Tang T. Liu Cheng Xu Yaping Zhang Feng Shi Qixia Jiang Dan Shen OffRL CML 31 15 0 08 Jul 2019
Improving short text classification through global augmentation methods Vukosi Marivate T. Sefara VLM 67 96 0 07 Jul 2019
Zero-Shot Open Entity Typing as Type-Compatible Grounding Ben Zhou Daniel Khashabi Chen-Tse Tsai Dan Roth 87 58 0 07 Jul 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 61 75 0 05 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 116 144 0 05 Jul 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings Zenan Zhai Dat Quoc Nguyen S. Akhondi Camilo Thorne Christian Druckenbrodt Trevor Cohn M. Gregory Karin Verspoor 63 42 0 05 Jul 2019
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study Derek Howard M. Maslej Justin Lee Jacob Ritchie G. Woollard L. French AI4MH 48 30 0 04 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 29 1 0 04 Jul 2019
An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning Duan Wei Li Lin AILaw 105 5 0 04 Jul 2019
Collecting Indicators of Compromise from Unstructured Text of Cybersecurity Articles using Neural-Based Sequence Labelling Zi Long Lianzhi Tan Shengping Zhou Chaoyang He Xin Liu 47 25 0 04 Jul 2019
Real-time Claim Detection from News Articles and Retrieval of Semantically-Similar Factchecks Ben Adler Giacomo Boscaini-Gilroy KELM 51 11 0 03 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 79 13 0 02 Jul 2019
Neural Semantic Parsing with Anonymization for Command Understanding in General-Purpose Service Robots Nick Walker Yu-Tang Peng Maya Cakmak 70 15 0 02 Jul 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations Carlos Escolano Marta R. Costa-jussá Elora Lacroux Pere-Pau Vázquez AI4TS 41 6 0 01 Jul 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 91 77 0 01 Jul 2019
Patent Claim Generation by Fine-Tuning OpenAI GPT-2 Jieh-Sheng Lee J. Hsiang 142 151 0 01 Jul 2019
Merge and Label: A novel neural network architecture for nested NER Joseph Fisher Andreas Vlachos 78 71 0 30 Jun 2019
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language Recognition Shaoshi Ling Julian Salazar Yuzong Liu Katrin Kirchhoff SSL 93 28 0 30 Jun 2019
Self-Supervised Dialogue Learning Jiawei Wu Xin Eric Wang William Yang Wang SSL 73 58 0 30 Jun 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 91 33 0 30 Jun 2019
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes Jie Cao Michael J. Tanana Zac E. Imel E. Poitras David C. Atkins Vivek Srikumar OffRL 67 58 0 30 Jun 2019
Latent Variable Sentiment Grammar Liwen Zhang Kewei Tu Yue Zhang 56 5 0 29 Jun 2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks Mihir Kale Aditya Siddhant Sreyashi Nag R. Parik Matthias Grabmair A. Tomasic SSL 62 5 0 28 Jun 2019
Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments Evan Racah C. Pal SSL 106 2 0 27 Jun 2019
Relating Simple Sentence Representations in Deep Neural Networks and the Brain Sharmistha Jat Hao Tang Partha P. Talukdar Tom Michael Mitchell 70 22 0 27 Jun 2019
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion Suyoun Kim Siddharth Dalmia Florian Metze 94 23 0 27 Jun 2019
EmotionX-KU: BERT-Max based Contextual Emotion Classifier Kisu Yang Dongyub Lee Taesun Whang Seolhwa Lee Heuiseok Lim 52 32 0 27 Jun 2019
Inducing Syntactic Trees from BERT Representations Rudolf Rosa David Marecek MILM 38 22 0 27 Jun 2019
Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis Junyi Du He Jiang Jiaming Shen Xiang Ren 58 3 0 26 Jun 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 66 47 0 24 Jun 2019