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Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Long Document Re-ranking with Modular Re-ranker Luyu Gao Jamie Callan OffRL 55 13 0 09 May 2022
A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank Daniel Malkin Tomasz Limisiewicz Gabriel Stanovsky 82 24 0 09 May 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury Chengsheng Mao Liang Yao Yuan Luo 63 1 0 07 May 2022
Towards Computationally Feasible Deep Active Learning Akim Tsvigun Artem Shelmanov Gleb Kuzmin Leonid Sanochkin Daniil Larionov Gleb Gusev Manvel Avetisian L. Zhukov 91 15 0 07 May 2022
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog Haipeng Sun Junwei Bao Youzheng Wu Xiaodong He 78 31 0 05 May 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction M. Song Yi Feng L. Jing 62 19 0 04 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 78 53 0 04 May 2022
Training Mixed-Domain Translation Models via Federated Learning Peyman Passban Tanya Roosta Rahul Gupta Ankit R. Chadha Clement Chung FedML AI4CE 94 18 0 03 May 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models Junyi Li Tianyi Tang Zheng Gong Lixin Yang Zhuohao Yu Zhongfu Chen Jingyuan Wang Wayne Xin Zhao Ji-Rong Wen LM&MA ELM 52 8 0 03 May 2022
Inducing and Using Alignments for Transition-based AMR Parsing Andrew Drozdov Jiawei Zhou Radu Florian Andrew McCallum Tahira Naseem Yoon Kim Ramón Fernández Astudillo 78 27 0 03 May 2022
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning Mike Zhang Kristian Nørgaard Jensen Barbara Plank 64 11 0 03 May 2022
Retrieval-Enhanced Machine Learning Hamed Zamani Fernando Diaz Mostafa Dehghani Donald Metzler Michael Bendersky 70 51 0 02 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 105 39 0 02 May 2022
To Know by the Company Words Keep and What Else Lies in the Vicinity Jake Williams H. Heidenreich 55 0 0 30 Apr 2022
SciEv: Finding Scientific Evidence Papers for Scientific News Md Reshad Ul Hoque Jiang Li Jian Wu 75 2 0 30 Apr 2022
ExaASC: A General Target-Based Stance Detection Corpus in Arabic Language Mohammad Mehdi Jaziriyan Ahmad Akbari Hamed Karbasi 58 10 0 29 Apr 2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 62 37 0 29 Apr 2022
HiNER: A Large Hindi Named Entity Recognition Dataset Rudra Murthy Pallab Bhattacharjee R. Sharnagat Jyotsana Khatri Diptesh Kanojia P. Bhattacharyya 75 14 0 28 Apr 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 84 23 0 28 Apr 2022
A Survey on Sentence Embedding Models Performance for Patent Analysis Hamid Bekamiri D. Hain Roman Jurowetzki AILaw 73 5 0 28 Apr 2022
Transformers in Time-series Analysis: A Tutorial Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 88 166 0 28 Apr 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 121 262 0 28 Apr 2022
Extremal GloVe: Theoretically Accurate Distributed Word Embedding by Tail Inference Hao Wang 32 5 0 27 Apr 2022
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer Ayan Sengupta Tharun Suresh Md. Shad Akhtar Tanmoy Chakraborty 75 8 0 27 Apr 2022
CREER: A Large-Scale Corpus for Relation Extraction and Entity Recognition Yunyi Tang Chung Wu 3DV 13 1 0 27 Apr 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 102 26 0 27 Apr 2022
From Hyperbolic Geometry Back to Word Embeddings Sultan Nurmukhamedov T. Mach A. Sheverdin Z. Assylbekov 29 0 0 26 Apr 2022
Disambiguation of morpho-syntactic features of African American English -- the case of habitual be Harrison Santiago Joshua Martin Sarah Moeller Kevin Tang 42 4 0 26 Apr 2022
A Review on Text-Based Emotion Detection -- Techniques, Applications, Datasets, and Future Directions Sheetal Kusal S. Patil J. Choudrie K. Kotecha D. Vora I. Pappas 73 25 0 26 Apr 2022
Flow-Adapter Architecture for Unsupervised Machine Translation Yihong Liu Haris Jabbar Hinrich Schütze AI4CE 68 8 0 26 Apr 2022
Boundary Smoothing for Named Entity Recognition Enwei Zhu Jinpeng Li 59 80 0 26 Apr 2022
Reprint: a randomized extrapolation based on principal components for data augmentation Jiale Wei Qiyuan Chen Pai Peng Benjamin Guedj Le Li 43 2 0 26 Apr 2022
A Survey on Word Meta-Embedding Learning Danushka Bollegala James OÑeill 58 12 0 25 Apr 2022
A global analysis of metrics used for measuring performance in natural language processing Kathrin Blagec Georg Dorffner M. Moradi Simon Ott Matthias Samwald 95 28 0 25 Apr 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Chunping Ma Guangwei Xu Min Zhang 113 22 0 25 Apr 2022
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps Oren Barkan Edan Hauon Avi Caciularu Ori Katz Itzik Malkiel Omri Armstrong Noam Koenigstein 90 40 0 23 Apr 2022
FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems Rui Ma E. Georganas A. Heinecke Andrew Boutros Eriko Nurvitadhi GNN 63 13 0 22 Apr 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching Patrick Fernandes Marcos Vinícius Treviso Danish Pruthi André F. T. Martins Graham Neubig FAtt 98 22 0 22 Apr 2022
Learning Functional Distributional Semantics with Visual Data Yinhong Liu Guy Edward Toh Emerson 49 2 0 22 Apr 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification George Michalopoulos Michal Malyska Nicola Sahar Alexander Wong Helen H. Chen 120 21 0 21 Apr 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 91 10 0 21 Apr 2022
An Attention-Based Model for Predicting Contextual Informativeness and Curriculum Learning Applications Sungjin Nam David Jurgens Gwen Frishkoff Kevyn Collins-Thompson 114 0 0 21 Apr 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 57 32 0 20 Apr 2022
FenceNet: Fine-grained Footwork Recognition in Fencing Kevin Zhu Alexander Wong J. McPhee 56 18 0 20 Apr 2022
Cross-stitched Multi-modal Encoders Karan Singla Daniel Pressel Ryan Price Bhargav Srinivas Chinnari Yeon-Jun Kim S. Bangalore 53 0 0 20 Apr 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 51 12 0 20 Apr 2022
Detecting Text Formality: A Study of Text Classification Approaches Daryna Dementieva Ivan Trifinov Alexander Panchenko 74 8 0 19 Apr 2022
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation Qingyu Chen Jingcheng Du Alexis Allot Zhiyong Lu 57 28 0 19 Apr 2022
Research on Domain Information Mining and Theme Evolution of Scientific Papers Changwei Zheng Zhe Xue M. Liang Feifei Kou Zeli Guan AI4CE 54 0 0 18 Apr 2022
Cross-view Brain Decoding Subba Reddy Oota Jashn Arora Manish Gupta R. Bapi 62 1 0 18 Apr 2022