v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction Christoph Alt Aleksandra Gabryszak Leonhard Hennig NAI 62 34 0 17 Apr 2020
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin Yoonhyung Lee Seunghyun Yoon Kyomin Jung OOD 76 12 0 17 Apr 2020
Neural Approaches for Data Driven Dependency Parsing in Sanskrit Amrith Krishna Ashim Gupta Deepak Garasangi Jivnesh Sandhan Pavankumar Satuluri Pawan Goyal 64 6 0 17 Apr 2020
Dialogue-Based Relation Extraction Dian Yu Kai Sun Claire Cardie Dong Yu 72 135 0 17 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 77 19 0 17 Apr 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space Dongyu Ru Yating Luo Lin Qiu Hao Zhou Mingxuan Wang Weinan Zhang Yong Yu Lei Li 73 29 0 17 Apr 2020
Do sequence-to-sequence VAEs learn global features of sentences? Tom Bosc Pascal Vincent SSL 63 9 0 16 Apr 2020
The Right Tool for the Job: Matching Model and Instance Complexities Roy Schwartz Gabriel Stanovsky Swabha Swayamdipta Jesse Dodge Noah A. Smith 166 170 0 16 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 155 155 0 15 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 177 563 0 15 Apr 2020
lamBERT: Language and Action Learning Using Multimodal BERT Kazuki Miyazawa Tatsuya Aoki Takato Horii Takayuki Nagai SSL LM&Ro 85 12 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 87 179 0 15 Apr 2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform Matt Deitke Winson Han Alvaro Herrasti Aniruddha Kembhavi Eric Kolve ... Eli VanderBilt Matthew Wallingford Luca Weihs Mark Yatskar Ali Farhadi LM&Ro 154 241 0 14 Apr 2020
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing Firoj Alam Hassan Sajjad Muhammad Imran Ferda Ofli 24 14 0 14 Apr 2020
Weight Poisoning Attacks on Pre-trained Models Keita Kurita Paul Michel Graham Neubig AAML SILM 152 458 0 14 Apr 2020
Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text Shengbin Jia Ling Ding Xiaojun Chen Shijia E Yang Xiang 40 3 0 14 Apr 2020
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Hao Fei Meishan Zhang Donghong Ji 104 108 0 14 Apr 2020
Learning from Rules Generalizing Labeled Exemplars Abhijeet Awasthi Sabyasachi Ghosh Rasna Goyal Sunita Sarawagi 113 86 0 13 Apr 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee Ahmed Hassan Awadallah 96 59 0 12 Apr 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 114 51 0 12 Apr 2020
Pre-training Text Representations as Meta Learning Shangwen Lv Yuechen Wang Daya Guo Duyu Tang Nan Duan ... Ryan Ma Daxin Jiang Guihong Cao Ming Zhou Songlin Hu AIMat SSL AI4CE 36 9 0 12 Apr 2020
Improving Disfluency Detection by Self-Training a Self-Attentive Model Paria Jamshid Lou Mark Johnson 90 46 0 11 Apr 2020
Joint translation and unit conversion for end-to-end localization Georgiana Dinu Prashant Mathur Marcello Federico Stanislas Lauly Yaser Al-Onaizan 71 4 0 10 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 265 4,111 0 10 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 82 4 0 10 Apr 2020
Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric Ivan P. Yamshchikov Viacheslav Shibaev Nikolay Khlebnikov Alexey Tikhonov VLM 79 35 0 10 Apr 2020
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve Oshin Agarwal Yinfei Yang Byron C. Wallace A. Nenkova 61 37 0 09 Apr 2020
Injecting Numerical Reasoning Skills into Language Models Mor Geva Ankit Gupta Jonathan Berant AIMat LRM 95 227 0 09 Apr 2020
Recommendation Chart of Domains for Cross-Domain Sentiment Analysis:Findings of A 20 Domain Study Akash Sheoran Diptesh Kanojia Aditya Joshi P. Bhattacharyya 39 7 0 09 Apr 2020
Calibrating Structured Output Predictors for Natural Language Processing Abhyuday N. Jagannatha Hong-ye Yu 103 28 0 09 Apr 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events Miguel Ballesteros Rishita Anubhai Shuai Wang Nima Pourdamghani Yogarshi Vyas Jie Ma Parminder Bhatia Kathleen McKeown Yaser Al-Onaizan 47 27 0 08 Apr 2020
LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression Yihuan Mao Yujing Wang Chufan Wu Chen Zhang Yang-Feng Wang Yaming Yang Quanlu Zhang Yunhai Tong Jing Bai 79 74 0 08 Apr 2020
Self-Attention Gazetteer Embeddings for Named-Entity Recognition Stanislav Peshterliev Christophe Dupuy I. Kiss 163 8 0 08 Apr 2020
Analyzing Redundancy in Pretrained Transformer Models Fahim Dalvi Hassan Sajjad Nadir Durrani Yonatan Belinkov 37 2 0 08 Apr 2020
Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information K. Stratos Sam Wiseman SSL DRL 21 7 0 08 Apr 2020
ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing Xinyu Wang Yixian Liu Zixia Jia Chengyue Jiang Kewei Tu 46 3 0 08 Apr 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Fei Huang Kewei Tu 103 36 0 08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 127 164 0 08 Apr 2020
SciWING -- A Software Toolkit for Scientific Document Processing Abhinav Ramesh Kashyap Min-Yen Kan 50 5 0 08 Apr 2020
DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement Tianda Li Jia-Chen Gu Xiao-Dan Zhu Quan Liu Zhenhua Ling Zhiming Su Si Wei 81 28 0 08 Apr 2020
Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations Muhammad Asif Ali Yifang Sun Bing Li Wei Wang 47 29 0 07 Apr 2020
A Few Topical Tweets are Enough for Effective User-Level Stance Detection Younes Samih Kareem Darwish 34 7 0 07 Apr 2020
Decomposing Word Embedding with the Capsule Network Xin Liu Qingcai Chen Yan Liu Joanna Siebert Baotian Hu Xiangping Wu Buzhou Tang 61 9 0 07 Apr 2020
RYANSQL: Recursively Applying Sketch-based Slot Fillings for Complex Text-to-SQL in Cross-Domain Databases Donghyun Choi M. Shin EungGyun Kim Dong Ryeol Shin 89 131 0 07 Apr 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation Bowen Wu Huan Zhang Mengyuan Li Zongsheng Wang Qihang Feng Junhong Huang Baoxun Wang 36 4 0 07 Apr 2020
Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots Jia-Chen Gu Tianda Li Quan Liu Zhenhua Ling Zhiming Su Si Wei Xiao-Dan Zhu 66 164 0 07 Apr 2020
Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning Daya Guo Akari Asai Duyu Tang Nan Duan Ming Gong Linjun Shou Daxin Jiang Jian Yin Ming Zhou 36 2 0 07 Apr 2020
A Systematic Analysis of Morphological Content in BERT Models for Multiple Languages Daniel Edmiston 60 32 0 06 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 58 18 0 06 Apr 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Zhiqing Sun Hongkun Yu Xiaodan Song Renjie Liu Yiming Yang Denny Zhou MQ 148 820 0 06 Apr 2020