v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualized Embeddings Sreyan Ghosh Sonal Kumar H. Jalan Hemant Yadav R. Shah 88 2 0 10 Jan 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 267 73 0 10 Jan 2021
Learning Better Sentence Representation with Syntax Information Chen Yang 44 1 0 09 Jan 2021
Misspelling Correction with Pre-trained Contextual Language Model Yifei Hu X. Jing Youlim Ko Julia Taylor Rayz KELM 100 28 0 08 Jan 2021
Ask2Transformers: Zero-Shot Domain labelling with Pre-trained Language Models Oscar Sainz German Rigau VLM 73 22 0 07 Jan 2021
Simplified DOM Trees for Transferable Attribute Extraction from the Web Yichao Zhou Ying Sheng N. Vo Nick Edmonds Sandeep Tata 193 29 0 07 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking Yingjie Gu Xiaoye Qu Zhefeng Wang Baoxing Huai Nicholas Jing Yuan Xiaolin Gui 85 30 0 07 Jan 2021
Exploring Text-transformers in AAAI 2021 Shared Task: COVID-19 Fake News Detection in English Xiangyang Li Yu Xia Xiang Long Zheng Li Sujian Li 261 37 0 07 Jan 2021
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 101 12 0 04 Jan 2021
Coreference Resolution: Are the eliminated spans totally worthless? Xin Tan Longyin Zhang Guodong Zhou 48 0 0 04 Jan 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 135 98 0 02 Jan 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou Tao Ge Canwen Xu Ke Xu Furu Wei LRM 92 16 0 02 Jan 2021
End-to-end Semantic Role Labeling with Neural Transition-based Model Hao Fei Meishan Zhang Bobo Li Donghong Ji OffRL 65 37 0 02 Jan 2021
Multitask Learning for Class-Imbalanced Discourse Classification Alexander Spangher Jonathan May Sz-Rung Shiang Lingjia Deng 90 5 0 02 Jan 2021
Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides Amirreza Shirani Gia-Lac Tran Hieu Trinh Franck Dernoncourt Nedim Lipka P. Asente J. Echevarria Thamar Solorio 311 1 0 02 Jan 2021
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure Jui Shah Yaman Kumar Singla Changyou Chen R. Shah 121 81 0 02 Jan 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 100 67 0 02 Jan 2021
Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers Machel Reid Edison Marrese-Taylor Y. Matsuo MoE 116 48 0 01 Jan 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 175 21 0 01 Jan 2021
Sensei: Self-Supervised Sensor Name Segmentation Jiaman Wu Dezhi Hong Rajesh K. Gupta Jingbo Shang 34 1 0 01 Jan 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 367 354 0 01 Jan 2021
Controlled Analyses of Social Biases in Wikipedia Bios Anjalie Field Chan Young Park Kevin Z. Lin Yulia Tsvetkov 99 27 0 31 Dec 2020
Understanding Politics via Contextualized Discourse Processing Rajkumar Pujari Dan Goldwasser 74 20 0 31 Dec 2020
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 185 256 0 31 Dec 2020
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 99 110 0 31 Dec 2020
Text-Free Image-to-Speech Synthesis Using Learned Segmental Units Wei-Ning Hsu David Harwath Christopher Song James R. Glass CLIP 92 67 0 31 Dec 2020
Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings Jacob Turton D. Vinson Robert Smith 46 25 0 30 Dec 2020
SemGloVe: Semantic Co-occurrences for GloVe from BERT Leilei Gan Zhiyang Teng Yue Zhang Linchao Zhu Leilei Gan Yi Yang 75 17 0 30 Dec 2020
Accurate Word Representations with Universal Visual Guidance Zhuosheng Zhang Haojie Yu Hai Zhao Rui Wang Masao Utiyama 62 0 0 30 Dec 2020
Few-Shot Named Entity Recognition: A Comprehensive Study Jiaxin Huang Chunyuan Li K. Subudhi Damien Jose S. Balakrishnan Weizhu Chen Baolin Peng Jianfeng Gao Jiawei Han 95 80 0 29 Dec 2020
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 253 851 0 29 Dec 2020
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 68 35 0 29 Dec 2020
CMV-BERT: Contrastive multi-vocab pretraining of BERT Wei-wei Zhu Daniel Cheung SSL VLM 88 0 0 29 Dec 2020
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems Baolin Peng Chunyuan Li Zhu Zhang Chenguang Zhu Jinchao Li Jianfeng Gao 74 50 0 29 Dec 2020
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment Yian Li Hai Zhao SSL 56 0 0 28 Dec 2020
ALP-KD: Attention-Based Layer Projection for Knowledge Distillation Peyman Passban Yimeng Wu Mehdi Rezagholizadeh Qun Liu 92 124 0 27 Dec 2020
Adaptive Convolution for Semantic Role Labeling Kashif Munir Hai Zhao Z. Li 34 12 0 27 Dec 2020
SG-Net: Syntax Guided Transformer for Language Representation Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 129 38 0 27 Dec 2020
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic Muhammad Abdul-Mageed AbdelRahim Elmadany El Moatez Billah Nagoudi VLM 144 467 0 27 Dec 2020
Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising Iyad Batal Akshay Soni 28 0 0 27 Dec 2020
Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank Kailai Sun Z. Li Hai Zhao 67 0 0 24 Dec 2020
WEmbSim: A Simple yet Effective Metric for Image Captioning Naeha Sharif Lyndon White Bennamoun Wei Liu Syed Afaq Ali Shah 60 1 0 24 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 80 122 0 23 Dec 2020
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 115 79 0 23 Dec 2020
Simple-QE: Better Automatic Quality Estimation for Text Simplification Reno Kriz Marianna Apidianaki Chris Callison-Burch 80 12 0 22 Dec 2020
Few-Shot Text Generation with Pattern-Exploiting Training Timo Schick Hinrich Schütze 140 148 0 22 Dec 2020
Undivided Attention: Are Intermediate Layers Necessary for BERT? S. N. Sridhar Anthony Sarah 85 15 0 22 Dec 2020
Improved Biomedical Word Embeddings in the Transformer Era Jiho Noh Ramakanth Kavuluru MedIm 171 17 0 22 Dec 2020
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 142 103 0 21 Dec 2020
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations Ke Shi Zhengyuan Liu Nancy F. Chen 46 7 0 21 Dec 2020