v1v2 (latest)

Deep contextualized word representations

15 February 2018

Luke Zettlemoyer

Papers citing "Deep contextualized word representations"

50 / 4,508 papers shown

Title
Self-supervised speech representation learning for keyword-spotting with light-weight transformers Chenyang Gao Yue Gu Francesco Calivá Yuzong Liu OffRL 81 4 0 07 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 105 555 0 07 Mar 2023
Calibrating Transformers via Sparse Gaussian Processes Wenlong Chen Yingzhen Li UQCV 119 12 0 04 Mar 2023
Cryptocurrency Price Prediction using Twitter Sentiment Analysis GB Haritha Sahana N.B 35 8 0 03 Mar 2023
On the Provable Advantage of Unsupervised Pretraining Jiawei Ge Shange Tang Jianqing Fan Chi Jin SSL 78 17 0 02 Mar 2023
BenchDirect: A Directed Language Model for Compiler Benchmarks Foivos Tsimpourlas Pavlos Petoumenos Min Xu Chris Cummins K. Hazelwood A. Rajan Hugh Leather ELM 47 3 0 02 Mar 2023
Variance-reduced Clipping for Non-convex Optimization Amirhossein Reisizadeh Haochuan Li Subhro Das Ali Jadbabaie 96 29 0 02 Mar 2023
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders Mingyue Cheng Qi Liu Zhiding Liu Haotong Zhang Rujiao Zhang Enhong Chen AI4TS 138 49 0 01 Mar 2023
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks Xuanting Chen Junjie Ye Can Zu Nuo Xu Rui Zheng Minlong Peng Jie Zhou Tao Gui Qi Zhang Xuanjing Huang AI4MH ELM 69 83 0 01 Mar 2023
Linear Spaces of Meanings: Compositional Structures in Vision-Language Models Matthew Trager Pramuditha Perera Luca Zancato Alessandro Achille Parminder Bhatia Stefano Soatto CoGe 172 32 0 28 Feb 2023
Systematic Rectification of Language Models via Dead-end Analysis Mengyao Cao Mehdi Fatemi Jackie C.K. Cheung Samira Shabanian KELM 73 16 0 27 Feb 2023
Argument Mining using BERT and Self-Attention based Embeddings Pranjal Srivastava P. Bhatnagar Anurag Goel 34 11 0 27 Feb 2023
A low latency attention module for streaming self-supervised speech representation learning Jianbo Ma Siqi Pan Deepak Chandran A. Fanelli Richard Cartwright 59 0 0 27 Feb 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 69 0 0 24 Feb 2023
KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction Yunyong Ko Seongeun Ryu Soeun Han Youngseung Jeon Jaehoon Kim Sohyun Park Kyungsik Han Hanghang Tong Sang-Wook Kim 115 15 0 23 Feb 2023
Natural Language Processing in the Legal Domain Daniel Martin Katz D. Hartung Lauritz Gerlach Abhik Jana M. Bommarito ELM AILaw 63 60 0 23 Feb 2023
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks Bowen Jin Yu Zhang Yu Meng Jiawei Han 97 31 0 21 Feb 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 157 216 0 20 Feb 2023
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes Jivnesh Sandhan Anshul Agarwal Laxmidhar Behera Tushar Sandhan Pawan Goyal 67 4 0 19 Feb 2023
Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Jiexing Qi Shuhao Li Zhixin Guo Yusheng Huang Cheng Zhou Weinan Zhang Xinbing Wang Zhouhan Lin VLM 40 0 0 19 Feb 2023
Learning Language Representations with Logical Inductive Bias Jianshu Chen NAI AI4CE LRM 53 3 0 19 Feb 2023
New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Dahuin Jung Dongjin Lee Sunwon Hong Hyemi Jang Ho Bae Sungroh Yoon CLL 62 15 0 17 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification Weinan Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 72 4 0 16 Feb 2023
InfoNCE Loss Provably Learns Cluster-Preserving Representations Advait Parulekar Liam Collins Karthikeyan Shanmugam Aryan Mokhtari Sanjay Shakkottai SSL 117 25 0 15 Feb 2023
On graph-based reentrancy-free semantic parsing Alban Petit Caio Corro GNN 58 3 0 15 Feb 2023
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference T. Getu Walid Saad Georges Kaddoum M. Bennis 71 8 0 15 Feb 2023
EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data M. Crawshaw Yajie Bao Mingrui Liu FedML 87 8 0 14 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander Fraser Jesse Dodge MoMe 91 72 0 14 Feb 2023
Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings Tohida Rehman Debarshi Kumar Sanyal S. Chattopadhyay Plaban Kumar Bhowmick P. Das 77 11 0 14 Feb 2023
Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks Joseph Renner Pascal Denis Rémi Gilleron Angèle Brunellière 40 4 0 14 Feb 2023
Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning Maximilian Mozes Tolga Bolukbasi Ann Yuan Frederick Liu Nithum Thain Lucas Dixon 62 5 0 13 Feb 2023
Towards Agile Text Classifiers for Everyone Maximilian Mozes Jessica Hoffmann Katrin Tomanek Muhamed Kouate Nithum Thain Ann Yuan Tolga Bolukbasi Lucas Dixon 103 13 0 13 Feb 2023
A Biomedical Knowledge Graph for Biomarker Discovery in Cancer Md. Rezaul Karim Lina Molinas Comet Oya Beyan Dietrich-Rebholz Schuhmann Stefan Decker 89 2 0 09 Feb 2023
Zero-Shot Learning for Requirements Classification: An Exploratory Study Waad Alhoshan Alessio Ferrari Liping Zhao VLM 113 41 0 09 Feb 2023
Enhancing E-Commerce Recommendation using Pre-Trained Language Model and Fine-Tuning Nuofan Xu Chenhui Hu 23 2 0 09 Feb 2023
CRL+: A Novel Semi-Supervised Deep Active Contrastive Representation Learning-Based Text Classification Model for Insurance Data Amir Namavar Jahromi Ebrahim Pourjafari H. Karimipour Amit Satpathy Lovell Hodge 57 3 0 08 Feb 2023
EvoText: Enhancing Natural Language Generation Models via Self-Escalation Learning for Up-to-Date Knowledge and Improved Performance Zheng Yuan HU Xue Chuxu Zhang Yongming Liu VLM 66 0 0 08 Feb 2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories Oscar Sainz Oier López de Lacalle Eneko Agirre German Rigau 77 7 0 07 Feb 2023
AutoWS: Automated Weak Supervision Framework for Text Classification Abhinav Bohra Huy-Thanh Nguyen Devashish Khatwani NoLa 54 0 0 07 Feb 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho Choi 78 4 0 05 Feb 2023
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion Yi-An Lai Elman Mansimov Yuqing Xie Yan Zhang 63 4 0 04 Feb 2023
Witgenstein's influence on artificial intelligence Piero Molino Jacopo Tagliabue 53 0 0 03 Feb 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 86 2 0 02 Feb 2023
How to choose "Good" Samples for Text Data Augmentation Xiaotian Lin Nankai Lin Yingwen Fu Ziyu Yang Shengyi Jiang 79 2 0 02 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 122 678 0 31 Jan 2023
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling Aseem Srivastava Ishan Pandey Md. Shad Akhtar Tanmoy Chakraborty OffRL 75 13 0 30 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Improved Stock Price Movement Classification Using News Articles Based on Embeddings and Label Smoothing Luis Villamil Ryan Bausback Shaeke Salman Ting Liu Conrad Horn Xiuwen Liu AIFin 44 0 0 25 Jan 2023
A Stability Analysis of Fine-Tuning a Pre-Trained Model Z. Fu Anthony Man-Cho So Nigel Collier 62 3 0 24 Jan 2023
Topic Ontologies for Arguments Yamen Ajjour Johannes Kiesel Benno Stein Martin Potthast 49 6 0 23 Jan 2023