v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 124 84 0 06 Apr 2020
Quantum Inspired Word Representation and Computation Shen Li Renfen Hu Jinshan Wu 14 0 0 06 Apr 2020
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games Yufei Feng Mo Yu Wenhan Xiong Xiaoxiao Guo Junjie Huang Shiyu Chang Murray Campbell Michael A. Greenspan Xiao-Dan Zhu OffRL LRM 62 5 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 120 1,116 0 06 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 187 658 0 05 Apr 2020
Continual Domain-Tuning for Pretrained Language Models Subendhu Rongali Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu CLL KELM 50 7 0 05 Apr 2020
Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen Yunmo Chen Benjamin Van Durme 72 41 0 05 Apr 2020
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 Richard He Bai Peng Shi Jimmy J. Lin Luchen Tan Kun Xiong Wen Gao Jie Liu Ming Li 59 5 0 05 Apr 2020
FastBERT: a Self-distilling BERT with Adaptive Inference Time Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Haotang Deng Qi Ju 101 361 0 05 Apr 2020
Unsupervised Domain Clusters in Pretrained Language Models Roee Aharoni Yoav Goldberg 120 252 0 05 Apr 2020
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li Xiang Gao Yuan Li Baolin Peng Xiujun Li Yizhe Zhang Jianfeng Gao SSL DRL 105 182 0 05 Apr 2020
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Hanjie Chen Guangtao Zheng Yangfeng Ji FAtt 117 95 0 04 Apr 2020
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems Jia-Chen Gu Tianda Li Quan Liu Xiao-Dan Zhu Zhenhua Ling Yu-Ping Ruan 50 11 0 04 Apr 2020
News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition Xiao Liu Heyan Huang Yue Zhang Changsen Yuan AIFin AI4TS 51 16 0 04 Apr 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou 55 1 0 04 Apr 2020
Testing pre-trained Transformer models for Lithuanian news clustering Lukas Stankevicius M. Lukoševičius VLM 27 8 0 03 Apr 2020
Multilingual Stance Detection: The Catalonia Independence Corpus Elena Zotova Rodrigo Agerri Manuel Núñez German Rigau 90 30 0 31 Mar 2020
Give your Text Representation Models some Love: the Case for Basque Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena X. Saralegi Aitor Soroa Etxabe Eneko Agirre 59 63 0 31 Mar 2020
Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks Prajit Dhar Arianna Bisazza 46 10 0 31 Mar 2020
NukeBERT: A Pre-trained language model for Low Resource Nuclear Domain Ayush Jain Meenachi Ganesamoorty Dr. B. Venkatraman 51 13 0 30 Mar 2020
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 41 7 0 30 Mar 2020
Learning Contextualized Sentence Representations for Document-Level Neural Machine Translation Pei Zhang Xu Zhang Wei Chen Jian Yu Yanfeng Wang Deyi Xiong 19 4 0 30 Mar 2020
Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Alireza Mohammadshahi James Henderson 98 34 0 29 Mar 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov J. Moreno-Schneider Peter Bourgonje Robert Schwarzenberg Leonhard Hennig Georg Rehm 117 26 0 29 Mar 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang Minghui Qiu Jun Huang Xiaofeng He AI4CE 106 24 0 29 Mar 2020
Noisy Text Data: Achilles' Heel of BERT Ankit Kumar Piyush Makhija Anuj Gupta 40 6 0 29 Mar 2020
Information-Theoretic Probing with Minimum Description Length Elena Voita Ivan Titov 136 276 0 27 Mar 2020
Cycle Text-To-Image GAN with BERT Trevor Tsue Samir Sen Jason Chun Lok Li 13 11 0 26 Mar 2020
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation Hamid Jalalzai Pierre Colombo Chloé Clavel Éric Gaussier Giovanna Varni Emmanuel Vignon Anne Sabourin 96 28 0 25 Mar 2020
Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! Claudia Schulz Damir Juric AI4TS 79 10 0 24 Mar 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 297 979 0 24 Mar 2020
Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat Alina Arseniev-Koehler J. Foster 86 49 0 24 Mar 2020
Data-driven models and computational tools for neurolinguistics: a language technology perspective Ekaterina Artemova Amir Bakarov A. Artemov Evgeny Burnaev M. Sharaev 55 4 0 23 Mar 2020
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings Christos Xypolopoulos A. Tixier Michalis Vazirgiannis 108 8 0 23 Mar 2020
E2EET: From Pipeline to End-to-end Entity Typing via Transformer-Based Embeddings Michael Stewart Wei Liu 10 1 0 23 Mar 2020
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Su Zhu Zijian Zhao Rao Ma Kai Yu 56 11 0 22 Mar 2020
FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning Suyu Ge Fangzhao Wu Chuhan Wu Tao Qi Yongfeng Huang Xing Xie 208 59 0 20 Mar 2020
TNT-KID: Transformer-based Neural Tagger for Keyword Identification Matej Martinc Blaž Škrlj Senja Pollak 104 38 0 20 Mar 2020
The value of text for small business default prediction: A deep learning approach Matthew Stevenson Christophe Mues Cristián Bravo 108 80 0 19 Mar 2020
Temporal Embeddings and Transformer Models for Narrative Text Understanding K. Vani Simone Mellace Alessandro Antonucci 66 10 0 19 Mar 2020
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks Ali Balali M. Asadpour Ricardo Campos Adam Jatowt GNN BDL 54 28 0 19 Mar 2020
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections Yi-An Lai Xuan Zhu Yi Zhang Mona T. Diab 79 22 0 19 Mar 2020
Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá David Ifeoluwa Adelani Michael A. Hedderich D. Zhu Esther van den Berg Dietrich Klakow 68 12 0 18 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 463 1,500 0 18 Mar 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 206 182 0 17 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 278 151 0 16 Mar 2020
Finnish Language Modeling with Deep Transformer Models Abhilash Jain Aku Rouhe Stig-Arne Gronroos M. Kurimo 14 0 0 14 Mar 2020
ASR Error Correction and Domain Adaptation Using Machine Translation Anirudh Mani Shruti Palaskar Nimshi Venkat Meripo Sandeep Konam Florian Metze 95 87 0 13 Mar 2020
Review-guided Helpful Answer Identification in E-commerce Wenxuan Zhang Wai Lam Yang Deng Jing Ma 120 20 0 13 Mar 2020
Local Contextual Attention with Hierarchical Structure for Dialogue Act Recognition Zhigang Dai Jinhua Fu Qile Zhu Hengbin Cui Xiaolong Li Yuan Qi 69 11 0 12 Mar 2020