v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages Yi Zhu Benjamin Heinzerling Ivan Vulić Michael Strube Roi Reichart Anna Korhonen 65 20 0 26 Sep 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 638 6,488 0 26 Sep 2019
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs Yuxian Meng Xiangyuan Ren Zijun Sun Xiaoya Li Arianna Yuan Leilei Gan Jiwei Li AIMat AI4CE 62 8 0 26 Sep 2019
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification Jianming Zheng Fei Cai Honghui Chen Maarten de Rijke 61 22 0 26 Sep 2019
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 145 449 0 25 Sep 2019
Extremely Small BERT Models from Mixed-Vocabulary Training Sanqiang Zhao Raghav Gupta Yang Song Denny Zhou VLM 70 53 0 25 Sep 2019
Interpreting Knowledge Graph Relation Representation from Word Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 82 9 0 25 Sep 2019
Multi-Dimensional Explanation of Target Variables from Documents Diego Antognini C. Musat Boi Faltings 68 2 0 25 Sep 2019
A Visual Analytics Framework for Adversarial Text Generation Brandon Laughlin C. Collins K. Sankaranarayanan K. El-Khatib AAML 37 10 0 24 Sep 2019
Understanding Semantics from Speech Through Pre-training P. Wang Liangchen Wei Yong Cao Jinghui Xie Yuji Cao Zaiqing Nie SSL VLM 33 6 0 24 Sep 2019
Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding Chao-Wei Huang Yun-Nung Chen 76 44 0 24 Sep 2019
Talk2Car: Taking Control of Your Self-Driving Car Thierry Deruyttere Simon Vandenhende Dusan Grujicic Luc Van Gool Marie-Francine Moens LM&Ro 69 134 0 24 Sep 2019
Situating Sentence Embedders with Nearest Neighbor Overlap Lucy H. Lin Noah A. Smith 34 3 0 24 Sep 2019
Do Massively Pretrained Language Models Make Better Storytellers? A. See Aneesh S. Pappu Rohun Saxena Akhila Yerukola Christopher D. Manning 117 169 0 24 Sep 2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots Wentao Ma Yiming Cui Nan Shao Su He Weinan Zhang Ting Liu Shijin Wang Guoping Hu 54 20 0 24 Sep 2019
Portuguese Named Entity Recognition using BERT-CRF Fábio Souza Rodrigo Nogueira R. Lotufo 73 258 0 23 Sep 2019
Cross-Lingual Natural Language Generation via Pre-Training Zewen Chi Li Dong Furu Wei Wenhui Wang Xian-Ling Mao Heyan Huang 110 138 0 23 Sep 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 115 176 0 23 Sep 2019
GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries M. Belousov Nikola Milosevic G. Alfattni Haifa Alrdahi Goran Nenadic 31 3 0 23 Sep 2019
Dependency-Guided LSTM-CRF for Named Entity Recognition Zhanming Jie Wei Lu 91 96 0 23 Sep 2019
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning Saurabh Verma Zhi-Li Zhang FedML GNN SSL 69 9 0 22 Sep 2019
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN 49 39 0 21 Sep 2019
BERT Meets Chinese Word Segmentation Haiqin Yang SSeg 45 19 0 20 Sep 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 69 22 0 19 Sep 2019
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models Eric Wallace Jens Tuyls Junlin Wang Sanjay Subramanian Matt Gardner Sameer Singh MILM 85 138 0 19 Sep 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 81 19 0 19 Sep 2019
Look, Read and Enrich. Learning from Scientific Figures and their Captions José Manuél Gómez-Pérez Raúl Ortega 38 11 0 19 Sep 2019
Argumentative Relation Classification as Plausibility Ranking Juri Opitz 87 15 0 19 Sep 2019
CogniVal: A Framework for Cognitive Word Embedding Evaluation Nora Hollenstein A. D. L. Torre N. Langer Ce Zhang 112 69 0 19 Sep 2019
Improving Generalization by Incorporating Coverage in Natural Language Inference N. Moosavi Prasetya Ajie Utama Andreas Rucklé Iryna Gurevych NAI 70 4 0 19 Sep 2019
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Hesham Al-Bataineh Wael Farhan Ahmad Mustafa Haitham Seelawi Hussein T. Al-Natsheh 69 16 0 19 Sep 2019
ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking Pratyay Banerjee LRM 46 21 0 19 Sep 2019
Procedural Reasoning Networks for Understanding Multimodal Procedures Mustafa Sercan Amac Semih Yagcioglu Aykut Erdem Erkut Erdem 60 13 0 19 Sep 2019
Made for Each Other: Broad-coverage Semantic Structures Meet Preposition Supersenses Jakob Prange Nathan Schneider Omri Abend 63 11 0 19 Sep 2019
Low-Resource Parsing with Crosslingual Contextualized Representations Phoebe Mulcaire Jungo Kasai Noah A. Smith 76 19 0 19 Sep 2019
Cross-Lingual Contextual Word Embeddings Mapping With Multi-Sense Words In Mind Zheng Zhang Ruiqing Yin Jun Zhu Pierre Zweigenbaum 49 3 0 18 Sep 2019
Language models and Automated Essay Scoring Pedro Uría Rodríguez Amir Jafari C. Ormerod 67 86 0 18 Sep 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 615 1,776 0 18 Sep 2019
Using BERT for Word Sense Disambiguation Jiaju Du Fanchao Qi Maosong Sun 57 33 0 18 Sep 2019
Subword ELMo Jiangtong Li Hai Zhao Z. Li Wei Bi Xiaojiang Liu 22 1 0 18 Sep 2019
Pre-trained Language Model for Biomedical Question Answering Wonjin Yoon Jinhyuk Lee Donghyeon Kim Minbyul Jeong Jaewoo Kang AI4MH 79 86 0 18 Sep 2019
Improving Natural Language Inference with a Pretrained Parser D. Pang Lucy H. Lin Noah A. Smith 74 15 0 18 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 400 1,926 0 17 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 217 138 0 17 Sep 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings Eric Wallace Yizhong Wang Sujian Li Sameer Singh Matt Gardner 102 266 0 17 Sep 2019
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 242 387 0 17 Sep 2019
Multi Sense Embeddings from Topic Models Shobhit Jain S. Bodapati Ramesh Nallapati Anima Anandkumar 23 6 0 17 Sep 2019
K-TanH: Efficient TanH For Deep Learning Abhisek Kundu Alex Heinecke Dhiraj D. Kalamkar Sudarshan Srinivasan Eric Qin Naveen Mellempudi Dipankar Das K. Banerjee Bharat Kaul Pradeep Dubey 40 4 0 17 Sep 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 316 797 0 17 Sep 2019
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering Ameya Godbole D. Kavarthapu Rajarshi Das Z. Gong Abhishek Singhal ... Mo Yu Tian Gao Xiaoxiao Guo Manzil Zaheer Andrew McCallum RALM 80 50 0 17 Sep 2019