v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions Xiang Zhou Yixin Nie Hao Tan Joey Tianyi Zhou 120 41 0 28 Apr 2020
An Effective Transition-based Model for Discontinuous NER Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris BDL MU MedIm 100 80 0 28 Apr 2020
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection Wenliang Dai Tiezheng Yu Zihan Liu Pascale Fung 53 35 0 28 Apr 2020
Weakly Supervised POS Taggers Perform Poorly on Truly Low-Resource Languages Katharina Kann Ophélie Lacroix Anders Søgaard 64 20 0 28 Apr 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Shafiq Joty Michael R. Lyu Irwin King Caiming Xiong Guosheng Lin 135 104 0 28 Apr 2020
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 36 0 0 28 Apr 2020
Conversational Word Embedding for Retrieval-Based Dialog System Wentao Ma Yiming Cui Ting Liu Dong Wang Shijin Wang Guoping Hu 45 5 0 28 Apr 2020
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP M Saiful Bari Tasnim Mohiuddin Shafiq Joty 104 24 0 28 Apr 2020
SCELMo: Source Code Embeddings from Language Models Rafael-Michael Karampatsis Charles Sutton 67 53 0 28 Apr 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin Raphael Tang Jaejun Lee Yaoliang Yu Jimmy J. Lin 74 378 0 27 Apr 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 184 1,389 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 142 226 0 27 Apr 2020
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification Xin Liu Jiefu Ou Yangqiu Song Xin Jiang 71 90 0 27 Apr 2020
Assessing Discourse Relations in Language Generation from GPT-2 Wei-Jen Ko Junyi Jessy Li 26 1 0 26 Apr 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models Mengjie Zhao Tao R. Lin Fei Mi Martin Jaggi Hinrich Schütze 83 121 0 26 Apr 2020
Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi RALM 36 0 0 26 Apr 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 109 31 0 26 Apr 2020
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Liu Yang Mingyang Zhang Cheng Li Michael Bendersky Marc Najork 96 89 0 26 Apr 2020
Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology Arda Akdemir T. Shibuya Tunga Güngör 40 1 0 25 Apr 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen Zichao Yang Diyi Yang VLM 119 367 0 25 Apr 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 146 309 0 25 Apr 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? Hongyu Lin Yaojie Lu Jialong Tang Xianpei Han Le Sun Zhicheng Wei Nicholas Jing Yuan 62 14 0 25 Apr 2020
A Large-scale Industrial and Professional Occupation Dataset Junhua Liu Yung Chuen Ng Kwan Hui Lim 18 0 0 25 Apr 2020
All Word Embeddings from One Embedding Sho Takase Sosuke Kobayashi 101 10 0 25 Apr 2020
Cross-lingual Information Retrieval with BERT Zhuolin Jiang A. El-Jaroudi William Hartmann Damianos G. Karakos Lingjun Zhao 64 57 0 24 Apr 2020
Contextualized Representations Using Textual Encyclopedic Knowledge Mandar Joshi Kenton Lee Yi Luan Kristina Toutanova 136 31 0 24 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 109 181 0 24 Apr 2020
Corpus-level and Concept-based Explanations for Interpretable Document Classification Tian Shi Xuchao Zhang Ping Wang Chandan K. Reddy FAtt 82 9 0 24 Apr 2020
The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic Hana' Al-Theiabat Aisha Al-Sadi 115 3 0 24 Apr 2020
Exploring Explainable Selection to Control Abstractive Summarization Wang Haonan Gao Yang Bai Yu Mirella Lapata Huang Heyan 55 3 0 24 Apr 2020
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner Jordan Jouffroy Anita Burgun A. Neuraz 55 9 0 24 Apr 2020
Data Annealing for Informal Language Understanding Tasks Jing Gu Zhou Yu AIMat AI4CE 60 10 0 24 Apr 2020
On Adversarial Examples for Biomedical NLP Tasks Vladimir Araujo Andrés Carvallo Carlos Aspillaga Denis Parra MedIm AAML OOD 48 13 0 23 Apr 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 90 15 0 23 Apr 2020
Semi-Supervised Models via Data Augmentationfor Classifying Interactive Affective Responses Jiaao Chen Yuwei Wu Diyi Yang 77 18 0 23 Apr 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone Yi Zhang Mona T. Diab VLM 82 47 0 22 Apr 2020
Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation Xi Wu Yang Guo Jiefeng Chen Yingyu Liang S. Jha P. Chalasani OOD UQCV 84 7 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 132 361 0 21 Apr 2020
Unsupervised Opinion Summarization with Noising and Denoising Reinald Kim Amplayo Mirella Lapata 49 71 0 21 Apr 2020
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Payam Karisani Joyce C. Ho Eugene Agichtein 38 15 0 21 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 74 162 0 21 Apr 2020
Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns KayYen Wong Sameen Maruf Gholamreza Haffari 72 28 0 21 Apr 2020
Knowledge-Driven Distractor Generation for Cloze-style Multiple Choice Questions Siyu Ren Kenny Q. Zhu 73 48 0 21 Apr 2020
Investigating the Effectiveness of Representations Based on Pretrained Transformer-based Language Models in Active Learning for Labelling Text Datasets Jinghui Lu B. MacNamee 53 19 0 21 Apr 2020
An Automated Pipeline for Character and Relationship Extraction from Readers' Literary Book Reviews on Goodreads.com Shadi Shahsavari Ehsan Ebrahimzadeh Behnam Shahbazi Misagh Falahi Pavan Holur Roja Bandari Timothy R. Tangherlini V. Roychowdhury 31 20 0 20 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 128 1,027 0 20 Apr 2020
A Revised Generative Evaluation of Visual Dialogue Daniela Massiceti Viveka Kulharia P. Dokania N. Siddharth Philip Torr 51 0 0 20 Apr 2020
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention Maria Mihaela Truşcǎ Daan Wassenberg Flavius Frasincar R. Dekker 38 39 0 18 Apr 2020
Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings Lea Dieudonat Kelvin Han Phyllicia Leavitt Esteban Marquer 45 3 0 17 Apr 2020