v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Incorporating Constituent Syntax for Coreference Resolution Fan Jiang Trevor Cohn 123 4 0 22 Feb 2022
Same Cause; Different Effects in the Brain Mariya Toneva Jennifer Williams Anand Bollu Christoph Dann Leila Wehbe 64 16 0 21 Feb 2022
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution Ananya Kumar Aditi Raghunathan Robbie Jones Tengyu Ma Percy Liang OODD 177 690 0 21 Feb 2022
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents Maria Leonor Pacheco Max von Hippel Ben Weintraub Dan Goldwasser Cristina Nita-Rotaru 71 32 0 18 Feb 2022
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines Alexander Isenko R. Mayer Jeffrey Jedele Hans-Arno Jacobsen 104 26 0 17 Feb 2022
Emotion Recognition among Couples: A Survey George Boateng E. Fleisch T. Kowatsch 40 1 0 17 Feb 2022
XFBoost: Improving Text Generation with Controllable Decoders Xiangyu Peng Michael Sollami 75 1 0 16 Feb 2022
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models Sarala Padi S. O. Sadjadi Tianyi Zhou Ram D. Sriram 74 39 0 16 Feb 2022
textless-lib: a Library for Textless Spoken Language Processing Eugene Kharitonov Jade Copet Kushal Lakhotia Tu Nguyen Paden Tomasello ... A. Elkahky Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux Yossi Adi 124 34 0 15 Feb 2022
Automatic Depression Detection: An Emotional Audio-Textual Corpus and a GRU/BiLSTM-based Model Yingli Shen Huiyu Yang Lin Lin 55 103 0 15 Feb 2022
A Survey on Model Compression and Acceleration for Pretrained Language Models Canwen Xu Julian McAuley 110 61 0 15 Feb 2022
ASC me to Do Anything: Multi-task Training for Embodied AI Jiasen Lu Jordi Salvador Roozbeh Mottaghi Aniruddha Kembhavi 60 3 0 14 Feb 2022
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code Yao Wan Wei Zhao Hongyu Zhang Yulei Sui Guandong Xu Hairong Jin 105 113 0 14 Feb 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 128 77 0 14 Feb 2022
Learning Weakly-Supervised Contrastive Representations Yao-Hung Hubert Tsai Tianqi Li Weixin Liu Pei-Kai Liao Ruslan Salakhutdinov Louis-Philippe Morency SSL 46 9 0 14 Feb 2022
Assessment of contextualised representations in detecting outcome phrases in clinical trials Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 88 8 0 13 Feb 2022
Supporting Serendipitous Discovery and Balanced Analysis of Online Product Reviews with Interaction-Driven Metrics and Bias-Mitigating Suggestions Mahmood Jasim C. Collins Ali Sarvghad Narges Mahyar 47 13 0 13 Feb 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition Ngoc Minh Lai 50 3 0 13 Feb 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 70 29 0 12 Feb 2022
FedQAS: Privacy-aware machine reading comprehension with federated learning Addi Ait-Mlouk Sadi Alawadi Salman Toor Andreas Hellander 62 11 0 09 Feb 2022
Counterfactual Multi-Token Fairness in Text Classification P. Lohia 46 3 0 08 Feb 2022
HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis Wen Qiu Yang Xu 81 20 0 08 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 183 863 0 07 Feb 2022
A Survey on Automated Sarcasm Detection on Twitter Bleau Moores Vijay K. Mago 46 14 0 05 Feb 2022
Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion Peiying Zhang Xingzhe Huang Yaqi Wang Chunxiao Jiang Shuqing He Haifeng Wang 19 24 0 05 Feb 2022
StonkBERT: Can Language Models Predict Medium-Run Stock Price Movements? Stefan Pasch D. Ehnes AIFin 59 2 0 04 Feb 2022
Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings Jeremy R. Manning 44 0 0 04 Feb 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 136 264 0 03 Feb 2022
Relative Position Prediction as Pre-training for Text Encoders Rickard Brüel-Gabrielsson Chris Scarvelis 75 1 0 02 Feb 2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models S. Vethman A. Adhikari M. D. Boer J. V. Genabeek C. Veenman 46 2 0 02 Feb 2022
A Semi-Supervised Deep Clustering Pipeline for Mining Intentions From Texts Xinyu Chen Ian Beaver VLM 26 0 0 01 Feb 2022
An Adaptive Deep Clustering Pipeline to Inform Text Labeling at Scale Xinyu Chen Ian Beaver VLM 128 1 0 01 Feb 2022
Word Segmentation and Morphological Parsing for Sanskrit Jingwen Li Leander Girrbach 50 6 0 30 Jan 2022
Recognition of Implicit Geographic Movement in Text Scott Pezanowski P. Mitra 52 2 0 30 Jan 2022
Linear Adversarial Concept Erasure Shauli Ravfogel Michael Twiton Yoav Goldberg Ryan Cotterell KELM 146 64 0 28 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 1.1K 9,826 0 28 Jan 2022
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing Jivnesh Sandhan Laxmidhar Behera Pawan Goyal 76 1 0 27 Jan 2022
Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Chen Henry Wu Ming Yan DML 56 4 0 27 Jan 2022
Stock2Vec: An Embedding to Improve Predictive Models for Companies Ziruo Yi Tingsong Xiao Kaz-Onyeakazi Ijeoma Ratnam Cheran Yuvraj Baweja Phillip Nelson AIFin 54 3 0 27 Jan 2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling Yamei Tu Olga Li Junpeng Wang Han-Wei Shen Przemek Powałko Irina Tomescu-Dubrow K. Slomczynski Spyros Blanas J. Jenkins 66 3 0 25 Jan 2022
DOM-LM: Learning Generalizable Representations for HTML Documents Xiang Deng Prashant Shiralkar Colin Lockard Binxuan Huang Huan Sun AI4TS AI4CE 113 37 0 25 Jan 2022
Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection Suchin Gururangan Dallas Card Sarah K. Drier E. K. Gade Leroy Z. Wang Zeyu Wang Luke Zettlemoyer Noah A. Smith 277 81 0 25 Jan 2022
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality Alexander Nesterov Dmitry Umerenkov MedIm 100 3 0 25 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 401 446 0 24 Jan 2022
An Application of Pseudo-Log-Likelihoods to Natural Language Scoring Darren Abramson Ali Emami 68 3 0 23 Jan 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding Ningyu Zhang Zhen Bi Xiaozhuan Liang Shuyang Cheng Haosen Hong Shumin Deng J. Lian Qiang Zhang Huajun Chen 194 99 0 23 Jan 2022
Taxonomy Enrichment with Text and Graph Vector Representations Irina Nikishina M. Tikhomirov V. Logacheva Yuriy Nazarov Alexander Panchenko Natalia Loukachevitch 84 8 0 21 Jan 2022
AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models Xiaofan Zhang Zongwei Zhou Deming Chen Yu Emma Wang 81 11 0 21 Jan 2022
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models Suraj Nair Eugene Yang Dawn J Lawrie Kevin Duh Paul McNamee Kenton W. Murray J. Mayfield Douglas W. Oard RALM 75 46 0 20 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 158 1,606 0 20 Jan 2022