v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Dependency or Span, End-to-End Uniform Semantic Role Labeling Z. Li Shexia He Zhao Hai Yiqing Zhang Zhuosheng Zhang Xi Zhou Xiang Zhou LRM 132 97 0 16 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 28 2 0 16 Jan 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 30 11 0 15 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 92 23 0 11 Jan 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 277 3,756 0 09 Jan 2019
On the Possibilities and Limitations of Multi-hop Reasoning Under Linguistic Imperfections Daniel Khashabi Erfan Sadeqi Azer Tushar Khot Ashish Sabharwal Dan Roth LRM 74 8 0 08 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 85 71 0 08 Jan 2019
Team EP at TAC 2018: Automating data extraction in systematic reviews of environmental agents Artur Jacek Nowak P. Kunstman 21 2 0 07 Jan 2019
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Zhen-Hua Ling Quan Liu 82 42 0 07 Jan 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 90 63 0 03 Jan 2019
Entity Synonym Discovery via Multipiece Bilateral Context Matching Chenwei Zhang Yaliang Li Nan Du Wei Fan Philip S. Yu 63 15 0 31 Dec 2018
Multilingual Constituency Parsing with Self-Attention and Pre-Training Nikita Kitaev Steven Cao Dan Klein LRM 93 255 0 31 Dec 2018
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing Dat Quoc Nguyen 81 12 0 30 Dec 2018
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 78 27 0 28 Dec 2018
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 194 1,020 0 26 Dec 2018
A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System Yu Wang Abhishek Patel Hongxia Jin VLM 37 2 0 26 Dec 2018
Deep Representation Learning for Clustering of Health Tweets O. Gencoglu SSL 15 10 0 25 Dec 2018
Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification Mozhi Zhang Yoshinari Fujinuma Jordan L. Boyd-Graber 85 21 0 22 Dec 2018
Joint Slot Filling and Intent Detection via Capsule Neural Networks Chenwei Zhang Yaliang Li Nan Du Wei Fan Philip S. Yu 62 234 0 22 Dec 2018
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 110 1,173 0 22 Dec 2018
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 148 488 0 20 Dec 2018
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities Hai Pham Paul Pu Liang Thomas Manzini Louis-Philippe Morency Barnabás Póczós 89 417 0 19 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 87 199 0 14 Dec 2018
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding Jihwan Lee Dongchan Kim R. Sarikaya Young-Bum Kim 43 12 0 13 Dec 2018
PyText: A Seamless Path from NLP research to production Ahmed Aly Kushal Lakhotia Shicong Zhao Mrinal Mohit Barlas Oğuz Abhinav Arora Sonal Gupta Christopher Dewan Stef Nelson-Lindall Rushin Shah 51 17 0 12 Dec 2018
SMIT: Stochastic Multi-Label Image-to-Image Translation Andrés Romero Pablo Arbelaez Luc Van Gool Radu Timofte 73 66 0 10 Dec 2018
Real-Time Referring Expression Comprehension by Single-Stage Grounding Network Xinpeng Chen Lin Ma Jingyuan Chen Zequn Jie Wen Liu Jiebo Luo ObjD 83 113 0 09 Dec 2018
Intent Detection for code-mix utterances in task oriented dialogue systems P. Jayarao Aman Srivastava 24 12 0 07 Dec 2018
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems P. Jayarao Chirag Jain Aman Srivastava 43 5 0 06 Dec 2018
Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems Barbara Rychalska Dominika Basaj P. Biecek OOD AAML 45 5 0 05 Dec 2018
Tartan: A retrieval-based socialbot powered by a dynamic finite-state machine architecture George Larionov Zachary Kaden Hima Varsha Dureddy G. B. Kalejaiye Mihir Kale Srividya Pranavi Potharaju Ankit Parag Shah Alexander I. Rudnicky 70 17 0 04 Dec 2018
Practical Text Classification With Large Pre-Trained Language Models Neel Kant Raul Puri Nikolai Yakovenko Bryan Catanzaro VLM 59 68 0 04 Dec 2018
Building Sequential Inference Models for End-to-End Response Selection Jia-Chen Gu Zhenhua Ling Yu-Ping Ruan Quan Liu BDL 80 6 0 03 Dec 2018
Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems Rahul Goel Shachi Paul Tagyoung Chung Jérémie Lecomte Arindam Mandal Dilek Z. Hakkani-Tür 61 15 0 30 Nov 2018
Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering Wei Wang Ming Yan Chen Henry Wu 102 173 0 29 Nov 2018
Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding Hassan Akbari Svebor Karaman Surabhi Bhargava Brian Chen Carl Vondrick Shih-Fu Chang 66 83 0 28 Nov 2018
The Fact Extraction and VERification (FEVER) Shared Task James Thorne Andreas Vlachos O. Cocarascu Christos Christodoulopoulos Arpit Mittal HILM 81 240 0 27 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 231 885 0 27 Nov 2018
Verb Argument Structure Alternations in Word and Sentence Embeddings Katharina Kann Alex Warstadt Adina Williams Samuel R. Bowman 62 50 0 27 Nov 2018
Combining neural and knowledge-based approaches to Named Entity Recognition in Polish Slawomir Dadas 97 6 0 26 Nov 2018
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation Xin Eric Wang Qiuyuan Huang Asli Celikyilmaz Jianfeng Gao Dinghan Shen Yuan-fang Wang William Yang Wang Lei Zhang LM&Ro SSL 147 542 0 25 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 112 1,654 0 25 Nov 2018
Recurrently Controlled Recurrent Networks Yi Tay Anh Tuan Luu S. Hui 73 16 0 24 Nov 2018
Natural language understanding for task oriented dialog in the biomedical domain in a low resources context A. Neuraz Leonardo Campillos-Llanos Anita Burgun-Parenthoine S. Rosset 34 14 0 23 Nov 2018
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Yansen Wang Ying Shen Zhun Liu Paul Pu Liang Amir Zadeh Louis-Philippe Morency 115 405 0 23 Nov 2018
Inline Detection of Domain Generation Algorithms with Context-Sensitive Word Embeddings Joewie J. Koh Barton Rhodes 33 35 0 21 Nov 2018
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions Zhongfu Chen Yiming Cui Wentao Ma Shijin Wang Guoping Hu 67 31 0 21 Nov 2018
Contextualized Non-local Neural Networks for Sequence Learning Pengfei Liu Shuaichen Chang Xuanjing Huang Jian Tang Jackie C.K. Cheung 68 47 0 21 Nov 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 46 112 0 21 Nov 2018