v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships Oyvind Tafjord Peter Clark Matt Gardner Wen-tau Yih Ashish Sabharwal AIMat 77 80 0 20 Nov 2018
NSEEN: Neural Semantic Embedding for Entity Normalization Shobeir Fakhraei Joel Mathew J. Ambite 41 18 0 19 Nov 2018
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 72 234 0 14 Nov 2018
Extractive Summary as Discrete Latent Variables Aran Komatsuzaki 56 3 0 14 Nov 2018
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents Aditya Siddhant Anuj Kumar Goyal A. Metallinou 63 51 0 13 Nov 2018
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? Emma Strubell Andrew McCallum 39 7 0 12 Nov 2018
Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning Zheng Lian Ya Li J. Tao Jian Huang ViT 97 18 0 11 Nov 2018
Densely Connected Attention Propagation for Reading Comprehension Yi Tay Anh Tuan Luu S. Hui Jian Su 75 48 0 10 Nov 2018
Effective Representation for Easy-First Dependency Parsing Zuchao Li Amir Vakili Ali Montazer 29 0 0 08 Nov 2018
Compositional Language Understanding with Text-based Relational Reasoning Koustuv Sinha Shagun Sodhani William L. Hamilton Xin Dang NAI 43 3 0 07 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 93 28 0 06 Nov 2018
Improving Span-based Question Answering Systems with Coarsely Labeled Data Youlong Cheng Ming-Wei Chang HyoukJoong Lee Ankur P. Parikh Mingsheng Hong Blake A. Hechtman 36 1 0 05 Nov 2018
Neural CRF transducers for sequence labeling Kai-Mo Hu Zhijian Ou Min Hu Junlan Feng 37 5 0 04 Nov 2018
Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary Surafel Melaku Lakew A. Erofeeva Matteo Negri Marcello Federico Marco Turchi 83 63 0 03 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 114 51 0 02 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 125 470 0 02 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 172 1,754 0 02 Nov 2018
On the Generation of Medical Question-Answer Pairs Sheng Shen Yaliang Li Nan Du X. Wu Yusheng Xie Shen Ge Tao Yang Kai Wang Xin-Fang Liang Wei Fan MedIm 58 21 0 01 Nov 2018
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Eduard H. Hovy Kai-Wei Chang Nanyun Peng 85 8 0 01 Nov 2018
Towards Explainable NLP: A Generative Explanation Framework for Text Classification Hui Liu Qingyu Yin William Yang Wang 118 148 0 01 Nov 2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings Haoyu Wang Vivek Kulkarni William Yang Wang HAI AI4CE 90 29 0 31 Oct 2018
Effective Feature Representation for Clinical Text Concept Extraction Yifeng Tao B. Godefroy Guillaume Genthial Christopher Potts 69 8 0 31 Oct 2018
Picking Apart Story Salads Su Wang Eric Holgate Greg Durrett K. Erk 45 6 0 31 Oct 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 109 286 0 31 Oct 2018
GraphIE: A Graph-Based Framework for Information Extraction Yujie Qian Enrico Santus Zhijing Jin Jiang Guo Regina Barzilay GNN 92 113 0 31 Oct 2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension Sheng Zhang Xiaodong Liu Jingjing Liu Jianfeng Gao Kevin Duh Benjamin Van Durme 83 314 0 30 Oct 2018
Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks Di Jin Peter Szolovits 56 32 0 30 Oct 2018
A Simple Recurrent Unit with Reduced Tensor Product Representations Shuai Tang P. Smolensky V. D. Sa 90 2 0 29 Oct 2018
A Pragmatic Guide to Geoparsing Evaluation Milan Gritta Mohammad Taher Pilehvar Nigel Collier 97 69 0 29 Oct 2018
Parsing Coordination for Spoken Language Understanding Sanchit Agarwal Rahul Goel Tagyoung Chung Abhishek Sethi Arindam Mandal Spyros Matsoukas 56 1 0 26 Oct 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package Ajay Patel Alexander Sands Chris Callison-Burch Marianna Apidianaki 71 34 0 26 Oct 2018
Teaching Syntax by Adversarial Distraction Juho Kim Christopher Malon Asim Kadav 89 6 0 25 Oct 2018
Clinical Concept Extraction with Contextual Word Embedding Henghui Zhu I. Paschalidis A. Tahmasebi 185 77 0 24 Oct 2018
Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer Xingyi Cheng Weidi Xu Taifeng Wang Wei Chu 55 23 0 24 Oct 2018
Universal Language Model Fine-Tuning with Subword Tokenization for Polish Piotr Czapla Jeremy Howard Marcin Kardas 50 8 0 24 Oct 2018
Modeling Localness for Self-Attention Networks Baosong Yang Zhaopeng Tu Derek F. Wong Fandong Meng Lidia S. Chao Tong Zhang MILM 95 177 0 24 Oct 2018
Exploiting Deep Representations for Neural Machine Translation Zi-Yi Dou Zhaopeng Tu Xing Wang Shuming Shi Tong Zhang 122 93 0 24 Oct 2018
Text Embeddings for Retrieval From a Large Knowledge Base Tolgahan Cakaloglu Christian Szegedy Xiaowei Xu AI4TS RALM 53 16 0 24 Oct 2018
Language Modeling at Scale Md. Mostofa Ali Patwary Milind Chabbi Heewoo Jun Jiaji Huang G. Diamos Kenneth Church ALM 41 5 0 23 Oct 2018
PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution Hong Chen Zhenhua Fan Hao Lu Alan Yuille Shu Rong 68 59 0 23 Oct 2018
Testing the Generalization Power of Neural Network Models Across NLI Benchmarks Aarne Talman S. Chatzikyriakidis ELM 91 48 0 23 Oct 2018
Constituent Parsing as Sequence Labeling Carlos Gómez-Rodríguez David Vilares 92 64 0 21 Oct 2018
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference Mandar Joshi Eunsol Choi Omer Levy Daniel S. Weld Luke Zettlemoyer CoGe 67 47 0 20 Oct 2018
Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages Xin Tang Shanbo Cheng Loc Do Zhiyu Min Feng Ji Heng Yu Ji Zhang Haiqin Chen 31 11 0 20 Oct 2018
O2A: One-shot Observational learning with Action vectors Leo Pauly Wisdom C. Agboh David C. Hogg R. Fuentes 92 9 0 17 Oct 2018
Subword Semantic Hashing for Intent Classification on Small Datasets Kumar Shridhar Ayushman Dash Amit Sahu G. Pihlgren Pedro Alonso Vinay Pondeknath Gyorgy Kovács Fotini Simistira Marcus Liwicki 85 32 0 16 Oct 2018
Overview of CAIL2018: Legal Judgment Prediction Competition Haoxiang Zhong Chaojun Xiao Zhipeng Guo Cunchao Tu Zhiyuan Liu ... Yansong Feng Xianpei Han Zhen Hu Heng Wang Jianfeng Xu ELM AILaw 86 34 0 13 Oct 2018
Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Shun Kiyono Jun Suzuki Kentaro Inui 65 8 0 13 Oct 2018
U-Net: Machine Reading Comprehension with Unanswerable Questions Fu Sun Linyang Li Xipeng Qiu Yang Liu 98 47 0 12 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,604 0 11 Oct 2018