v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Recent advances in deep learning theory Fengxiang He Dacheng Tao AI4CE 138 51 0 20 Dec 2020
Uncertainty-Aware Label Refinement for Sequence Labeling Tao Gui Jiacheng Ye Qi Zhang Zhengyan Li Zichu Fei Yeyun Gong Xuanjing Huang BDL 61 26 0 19 Dec 2020
Should I visit this place? Inclusion and Exclusion Phrase Mining from Reviews Omkar Gurjar Manish Gupta 34 2 0 18 Dec 2020
Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets Ayush Kaushal Tejas Vaidhya 57 4 0 18 Dec 2020
Continual Lifelong Learning in Natural Language Processing: A Survey Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 118 222 0 17 Dec 2020
SceneFormer: Indoor Scene Generation with Transformers Xinpeng Wang Chandan Yeshwanth Matthias Nießner ViT 3DPC 59 154 0 17 Dec 2020
Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions A. Truong Austin Walters Jeremy Goodsitt AI4TS 42 7 0 17 Dec 2020
R $^2$ -Net: Relation of Relation Learning Network for Sentence Semantic Matching Kun Zhang Le Wu Guangyi Lv Meng Wang Enhong Chen Shulan Ruan 73 21 0 16 Dec 2020
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou Yu Yan Rujun Han J. H. Caufield Kai-Wei Chang Yizhou Sun Peipei Ping Wei Wang NAI 139 44 0 16 Dec 2020
Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning 79 80 0 15 Dec 2020
EmpLite: A Lightweight Sequence Labeling Model for Emphasis Selection of Short Texts Vibhav Agarwal Sourav Ghosh Kranti Chalamalasetti B. Challa S. Kumari Harshavardhana Barath Raj Kandur Raja 36 3 0 15 Dec 2020
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 159 52 0 15 Dec 2020
User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis Oliver Adams Benjamin Galliot Guillaume Wisniewski Nicholas Lambourne Ben Foley ... Laurent Besacier Christopher Cox Katya Aplonova Guillaume Jacques Nathan W. Hill 56 10 0 15 Dec 2020
Enriched Annotations for Tumor Attribute Classification from Pathology Reports with Limited Labeled Data Nick Altieri Briton Park Mara Olson John DeNero A. Odisho Bin Yu 27 0 0 15 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown Basel Alomair Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 635 1,969 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 115 407 0 14 Dec 2020
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding Hao Fu Shaojun Zhou Qihong Yang Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li 126 60 0 14 Dec 2020
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee Dong Bok Lee Sung Ju Hwang 130 109 0 14 Dec 2020
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Shaoshi Ling Yuzong Liu 90 107 0 11 Dec 2020
Analysis of Feature Representations for Anomalous Sound Detection Robert Muller Steffen Illium Fabian Ritz Kyrill Schmid 75 18 0 11 Dec 2020
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 170 203 0 11 Dec 2020
An End-to-End Solution for Named Entity Recognition in eCommerce Search Xiang Cheng Mitchell Bowden Bhushan Ramesh Bhange Priyanka Goyal T. Packer F. Javed 47 19 0 11 Dec 2020
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 75 40 0 11 Dec 2020
Multi-Sense Language Modelling Andrea Lekkas Peter Schneider-Kamp Isabelle Augenstein KELM 137 2 0 10 Dec 2020
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 93 37 0 10 Dec 2020
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 110 69 0 09 Dec 2020
Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning Angelo Ziletti Christoph Berns Oliver Treichel Thomas Weber Jennifer J. Liang ... Marion Schwaerzler J. Virayah D. Ruau Xin Ma Andreas Mattern 46 0 0 08 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 74 9 0 08 Dec 2020
Unsupervised Label Refinement Improves Dataless Text Classification Zewei Chu K. Stratos Kevin Gimpel 74 15 0 08 Dec 2020
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee Youngjae Yu Gunhee Kim Thomas Breuel Jan Kautz Yale Song ViT 120 78 0 08 Dec 2020
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations Haode Qi Lin Pan Atin Sood Abhishek Shah L. Kunc Mo Yu Saloni Potdar VLM 78 17 0 07 Dec 2020
Detecting Insincere Questions from Text: A Transfer Learning Approach Ashwin Rachha Gaurav Vanmane 22 4 0 07 Dec 2020
Reference Knowledgeable Network for Machine Reading Comprehension Yilin Zhao Zhuosheng Zhang Hai Zhao 67 5 0 07 Dec 2020
PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He Di Zhou Jing Xie Jinghui Xiao Xin Jiang Qun Liu 59 1 0 07 Dec 2020
KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning Bin He Xin Jiang Jinghui Xiao Qun Liu 109 18 0 07 Dec 2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 Yunyi Yang Yunhao Li Xiaojun Quan 119 192 0 07 Dec 2020
Improvements and Extensions on Metaphor Detection Weicheng Ma Ruibo Liu Lili Wang Soroush Vosoughi VLM 17 3 0 07 Dec 2020
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification Chris Miller Soroush Vosoughi NAI 38 3 0 07 Dec 2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Lili Wang Chongyang Gao Jason W. Wei Weicheng Ma Ruibo Liu Soroush Vosoughi 52 15 0 07 Dec 2020
Align-gram : Rethinking the Skip-gram Model for Protein Sequence Analysis Nabil Ibtehaz S. Sourav Md. Shamsuzzoha Bayzid M. S. Rahman 66 2 0 06 Dec 2020
Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks Modestas Filipavicius Matteo Manica Joris Cadow María Rodríguez Martínez 158 14 0 05 Dec 2020
Neurosymbolic AI for Situated Language Understanding Nikhil Krishnaswamy James Pustejovsky NAI 83 4 0 05 Dec 2020
Data-Efficient Methods for Dialogue Systems Igor Shalyminov 75 0 0 05 Dec 2020
On-Device Sentence Similarity for SMS Dataset Arun D Prabhu Nikhil Arora Shubham Vatsal Gopi Ramena Sukumar Moharana Naresh Purre 28 1 0 04 Dec 2020
Evolving Character-level Convolutional Neural Networks for Text Classification Trevor Londt Xiaoying Gao Bing Xue Peter M. Andreae 29 4 0 03 Dec 2020
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances X. Gu Kang Min Yoo Jung-Woo Ha 78 73 0 03 Dec 2020
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search Adam Hare Yu Chen Yinan Liu Zhenming Liu Christopher G. Brinton 61 2 0 02 Dec 2020
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains Haojie Pan Chengyu Wang Minghui Qiu Yichang Zhang Yaliang Li Jun Huang 85 51 0 02 Dec 2020
Towards Fairness in Classifying Medical Conversations into SOAP Sections Elisa Ferracane Sandeep Konam FaML 33 5 0 02 Dec 2020
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework K. Lybarger Mari Ostendorf M. Thompson Meliha Yetisgen 99 45 0 02 Dec 2020