Long Short-Term Memory

An LSTM is a type of recurrent neural network that addresses the vanishing gradient problem in vanilla RNNs through additional cells, input and output gates. Intuitively, vanishing gradients are solved through additional additive components, and forget gate activations, that allow the gradients to flow through the network without vanishing as quickly.

(Image Source here)

(Introduced by Hochreiter and Schmidhuber)

Latest Papers

PAPER DATE
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning
Xing YanWeizhong ZhangLin MaWei LiuQi Wu
2020-10-16
Few-shot model-based adaptation in noisy conditions
Karol ArndtAli GhadirzadehMurtaza HazaraVille Kyrki
2020-10-16
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning
Wanyun CuiGuangyu ZhengWei Wang
2020-10-16
Cooperative-Competitive Reinforcement Learning with History-Dependent Rewards
Keyang HeBikramjit BanerjeePrashant Doshi
2020-10-15
Recurrent Distributed Reinforcement Learning for Partially Observable Robotic Assembly
Jieliang LuoHui Li
2020-10-15
MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention
| Aman KhullarUdit Arora
2020-10-15
Semantic Label Smoothing for Sequence to Sequence Problems
Michal LukasikHimanshu JainAditya Krishna MenonSeungyeon KimSrinadh BhojanapalliFelix YuSanjiv Kumar
2020-10-15
A Graph Neural Network based approach for detecting Suspicious Users on Online Social Media
Shakshi SharmaRajesh Sharma
2020-10-15
Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
| Martin GauchFrederik KratzertDaniel KlotzGrey NearingJimmy LinSepp Hochreiter
2020-10-15
Understanding Neural Abstractive Summarization Models via Uncertainty
| Jiacheng XuShrey DesaiGreg Durrett
2020-10-15
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli?
Maryam HashemzadehGreta KaufeldMartha WhiteAndrea E. MartinAlona Fyshe
2020-10-14
Differential radial basis function network for sequence modelling
Kojo Sarfo GyamfiJames BruseyElena Gaura
2020-10-13
Aspect-based Document Similarity for Research Papers
| Malte OstendorffTerry RuasTill BlumeBela GippGeorg Rehm
2020-10-13
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
Ekta SoodSimon TannertDiego FrassinelliAndreas BullingNgoc Thang Vu
2020-10-13
Three-Dimensional Lip Motion Network for Text-Independent Speaker Recognition
Jianrong WangTong WuShanyu WangMei YuQiang FangJu ZhangLi Liu
2020-10-13
Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language
| Dan John Velasco
2020-10-13
Improving Compositional Generalization in Semantic Parsing
| Inbar OrenJonathan HerzigNitish GuptaMatt GardnerJonathan Berant
2020-10-12
Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models
Ethan WilcoxPeng QianRichard FutrellRyosuke KohitaRoger LevyMiguel Ballesteros
2020-10-12
Discrete Latent Space World Models for Reinforcement Learning
Jan RobineTobias UelwerStefan Harmeling
2020-10-12
A Deep Learning Framework for Predicting Digital Asset Price Movement from Trade-by-trade Data
Qi Zhao
2020-10-11
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations
| Shauli RavfogelYanai ElazarJacob GoldbergerYoav Goldberg
2020-10-11
Data Agnostic RoBERTa-based Natural Language to SQL Query Generation
| Debaditya PalHarsh SharmaKaustubh Chaudhari
2020-10-11
Asset Price Forecasting using Recurrent Neural Networks
Hamed Vaheb
2020-10-10
A Model Compression Method with Matrix Product Operators for Speech Enhancement
Xingwei SunZe-Feng GaoZhong-Yi LuJunfeng LiYonghong Yan
2020-10-10
Automated Concatenation of Embeddings for Structured Prediction
| Xinyu WangYong JiangNguyen BachTao WangZhongqiang HuangFei HuangKewei Tu
2020-10-10
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
Zhen WuChengcan YingFei ZhaoZhifang FanXinyu DaiRui Xia
2020-10-09
Retrieve and Refine: Exemplar-based Neural Comment Generation
Bolin WeiYongmin LiGe LiXin XiaZhi Jin
2020-10-09
The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders
Wen-Chin HuangPatrick Lumban TobingYi-Chiao WuKazuhiro KobayashiTomoki Toda
2020-10-09
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
Sunil GundapuRadhika Mamidi
2020-10-09
A Survey of Knowledge-Enhanced Text Generation
| Wenhao YuChenguang ZhuZaitang LiZhiting HuQingyun WangHeng JiMeng Jiang
2020-10-09
gundapusunil at SemEval-2020 Task 8: Multimodal Memotion Analysis
Sunil GundapuRadhika Mamidi
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu DongJianyuan DengSina RashidianKayley Abell-HartWei HouRichard N RosenthalMary SaltzJoel SaltzFusheng Wang
2020-10-09
Examining the Ordering of Rhetorical Strategies in Persuasive Requests
| Omar ShaikhJiaao ChenJon Saad-FalconDuen HorngChauDiyi Yang
2020-10-09
Recurrent babbling: evaluating the acquisition of grammar from limited input data
Ludovica PannittoAurélie Herbelot
2020-10-09
Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
Jonathan ShenYe JiaMike ChrzanowskiYu ZhangIsaac EliasHeiga ZenYonghui Wu
2020-10-08
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Abhishek Singh
2020-10-08
Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
Gregory SenayEmmanuelle Salin
2020-10-08
Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
Ansel MacLaughlinJwala DhamalaAnoop KumarSriram VenkatapathyRagav VenkatesanRahul Gupta
2020-10-08
AICov: An Integrative Deep Learning Framework for COVID-19 Forecasting with Population Covariates
Geoffrey C. FoxGregor von LaszewskiFugang WangSaumyadipta Pyne
2020-10-08
Theedhum [email protected]: ASentiment Polarity Classifier for YouTube Commentswith Code-switching between Tamil, Malayalam andEnglish
| BalaSundaraRaman LakshmananSanjeeth Kumar Ravindranath
2020-10-07
ELMo and BERT in semantic change detection for Russian
Julia RodinaYuliya TrofimovaAndrey KutuzovEkaterina Artemova
2020-10-07
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
Mengyun ChenTao GeXingxing ZhangFuru WeiMing Zhou
2020-10-07
Improving Context Modeling in Neural Topic Segmentation
Linzi XingBrad HackinenGiuseppe CareniniFrancesco Trebbi
2020-10-07
LSTMs Compose (and Learn) Bottom-Up
Naomi SaphraAdam Lopez
2020-10-06
Tackling the Low-resource Challenge for Canonical Segmentation
Manuel MagerÖzlem ÇetinoğluKatharina Kann
2020-10-06
COD3S: Diverse Generation with Discrete Semantic Signatures
Nathaniel WeirJoão SedocBenjamin Van Durme
2020-10-06
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations
Praveen Kumar BodigutlaAditya TiwariJosep Vallas VargasLazaros PolymenakosSpyros Matsoukas
2020-10-06
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS
| Wen-Chin HuangTomoki HayashiShinji WatanabeTomoki Toda
2020-10-06
Neurally Augmented ALISTA
Freya BehrensJonathan SauderPeter Jung
2020-10-05
[email protected]: Pre-training ULMFiT on Synthetically Generated Code-Mixed Data for Hate Speech Detection
Gaurav Arora
2020-10-05
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
Bo LinBissan GhaddarJatin Nathwani
2020-10-05
Improving AMR Parsing with Sequence-to-Sequence Pre-training
| Dongqin XuJunhui LiMuhua ZhuMin ZhangGuodong Zhou
2020-10-05
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
| An NguyenSrijeet ChatterjeeSven WeinzierlLeo SchwinnMartin MatznerBjoern Eskofier
2020-10-02
Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
Yufang HuangWentao ZhuDeyi XiongYiye ZhangChangjian HuFeiyu Xu
2020-10-02
How LSTM Encodes Syntax: Exploring Context Vectors and Semi-Quantization on Natural Text
Chihiro ShibataKei UchiumiDaichi Mochihashi
2020-10-01
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
| Hanjie ChenYangfeng Ji
2020-10-01
A Deep Learning Framework for COVID Outbreak Prediction
NeerajJimson MathewRanjan Kumar BeheraZenin Easa Panthakkalakath
2020-09-30
Transfer Learning from Monolingual ASR to Transcription-free Cross-lingual Voice Conversion
| Che-Jui Chang
2020-09-30
Learning to Compress Videos without Computing Motion
Meixu ChenTodd GoodallAnjul PatneyAlan C. Bovik
2020-09-29
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution
| Vihang P. PatilMarkus HofmarcherMarius-Constantin DinuMatthias DorferPatrick M. BliesJohannes BrandstetterJose A. Arjona-MedinaSepp Hochreiter
2020-09-29
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
| Ferdiant Joshua MuisAyu Purwarianti
2020-09-29
A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese
Huy Duc HuynhHang Thi-Thuy DoKiet Van NguyenNgan Luu-Thuy Nguyen
2020-09-28
Fancy Man Lauches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction
Haoding MengQingcheng ZengXiaoyang FangZhexin Liang
2020-09-28
Conversational Semantic Parsing
Armen AghajanyanJean MaillardAkshat ShrivastavaKeith DiedrickMike HaegerHaoran LiYashar MehdadVes StoyanovAnuj KumarMike LewisSonal Gupta
2020-09-28
Multi-timescale representation learning in LSTM Language Models
Shivangi MahtoVy A. VoJavier S. TurekAlexander G. Huth
2020-09-27
Metaphor Detection using Deep Contextualized Word Embeddings
Shashwat AggarwalRamesh Singh
2020-09-26
Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries
| Yurio WindiatmokoAhmad Fathan HidayatullahRidho Rahmadi
2020-09-25
Focus-Constrained Attention Mechanism for CVAE-based Response Generation
| Zhi CuiYan-ran LiJiayi ZhangJianwei CuiChen WeiBin Wang
2020-09-25
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
| Zhaojiang LinAndrea MadottoGenta Indra WinataPascale Fung
2020-09-25
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
| Ismail Alaoui AbdellaouiSiamak Mehrkanoon
2020-09-23
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction
Xiong Dan
2020-09-22
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Zimeng LyuAbdElRahman ElSaidJoshua KarnsMohamed MkaouerTravis Desell
2020-09-21
Multitask Pointer Network for Multi-Representational Parsing
| Daniel Fernández-GonzálezCarlos Gómez-Rodríguez
2020-09-21
Unsupervised Anomaly Detection on Temporal Multiway Data
Duc NguyenPhuoc NguyenKien DoSantu RanaSunil GuptaTruyen Tran
2020-09-20
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models
Sidra MehtabJaydip SenAbhishek Dutta
2020-09-20
Towards Computational Linguistics in Minangkabau Language: Studies on Sentiment Analysis and Machine Translation
| Fajri KotoIkhwan Koto
2020-09-19
FarsTail: A Persian Natural Language Inference Dataset
| Hossein AmirkhaniMohammad Azari JafariAzadeh AmirakZohreh PourjafariSoroush Faridan JahromiZeinab Kouhkan
2020-09-18
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
| Yichi ZhangZhijian OuHuixin WangJunlan Feng
2020-09-17
Urban Traffic Flow Forecast Based on FastGCRNN
Ya ZhangMingming LuHaifeng Li
2020-09-17
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
| Alexander GeigerDongyu LiuSarah AlnegheimishAlfredo Cuesta-InfanteKalyan Veeramachaneni
2020-09-16
A Convolutional LSTM based Residual Network for Deepfake Video Detection
Shahroz TariqSangyup LeeSimon S. Woo
2020-09-16
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
Hao FeiYafeng RenDonghong Ji
2020-09-16
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
| Ranran Haoran ZhangQianying LiuAysa Xuemo FanHeng JiDaojian ZengFei ChengDaisuke KawaharaSadao Kurohashi
2020-09-16
Graph-to-Sequence Neural Machine Translation
Sufeng DuanHai ZhaoRui Wang
2020-09-16
An analysis of deep neural networks for predicting trends in time series data
Kouame Hermann KouassiDeshendran Moodley
2020-09-16
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet
Victor MakarenkovLior Rokach
2020-09-15
Short-Term Forecasting COVID-19 Cases In Turkey Using Long Short-Term Memory Network
Selahattin Serdar HelliÇağkan DemirciOnur ÇobanAndaç Hamamci
2020-09-14
Composing Answer from Multi-spans for Reading Comprehension
| Zhuosheng ZhangYiqing ZhangHai ZhaoXi ZhouXiang Zhou
2020-09-14
Span-based Semantic Parsing for Compositional Generalization
Jonathan HerzigJonathan Berant
2020-09-13
Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine
Ramos Janoah HasudunganAyu Purwarianti
2020-09-12
Fine-tuning Pre-trained Contextual Embeddings for Citation Content Analysis in Scholarly Publication
Haihua ChenHuyen Nguyen
2020-09-12
Abstractive Information Extraction from Scanned Invoices (AIESI) using End-to-end Sequential Approach
Shreeshiv PatelDvijesh Bhatt
2020-09-12
A Comparison of LSTM and BERT for Small Corpus
Aysu Ezen-Can
2020-09-11
GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation
Yiming LiDa Sun Handason TamSiyue XieXiaxin LiuQiu Fang YingWing Cheong LauDah Ming ChiuShou Zhi Chen
2020-09-11
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger
Devin HoesenAyu Purwarianti
2020-09-11
Multi-modal embeddings using multi-task learning for emotion recognition
Aparna KhareSrinivas ParthasarathyShiva Sundaram
2020-09-10
Predicting COVID-19 cases using Bidirectional LSTM on multivariate time series
Ahmed Ben SaidAbdelkarim ErradiHussein AlyAbdelmonem Mohamed
2020-09-10
Central Yup'ik and Machine Translation of Low-Resource Polysynthetic Languages
Christopher LiuLaura DominéKevin ChavezRichard Socher
2020-09-09
Enhancing the Interpretability of Deep Models in Heathcare Through Attention: Application to Glucose Forecasting for Diabetic People
Maxime De BoisMounîm A. El YacoubiMehdi Ammi
2020-09-08
Prediction-Coherent LSTM-based Recurrent Neural Network for Safer Glucose Predictions in Diabetic People
Maxime De BoisMounîm A. El YacoubiMehdi Ammi
2020-09-08
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
| Devendra Singh SachanManzil ZaheerRuslan Salakhutdinov
2020-09-08
Neural Time-Dependent Partial Differential Equation
Yihao HuTong ZhaoZhiliang XuLizhen Lin
2020-09-08
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning
Eric BenhamouDavid SaltielJean-Jacques OhanaJamal Atif
2020-09-07
Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling
Songxiang LiuYuewen CaoDisong WangXixin WuXunying LiuHelen Meng
2020-09-06
KILT: a Benchmark for Knowledge Intensive Language Tasks
| Fabio PetroniAleksandra PiktusAngela FanPatrick LewisMajid YazdaniNicola De CaoJames ThorneYacine JerniteVassilis PlachourasTim RocktäschelSebastian Riedel
2020-09-04
Linguistically inspired morphological inflection with a sequence to sequence model
Eleni MethenitiGuenter NeumannJosef van Genabith
2020-09-04
Quantum Long Short-Term Memory
Samuel Yen-Chi ChenShinjae YooYao-Lung L. Fang
2020-09-03
Comparative Evaluation of Pretrained Transfer Learning Models on Automatic Short Answer Grading
Sasi Kiran GaddipatiDeebul NairPaul G. Plöger
2020-09-02
Aggregating Long-Term Context for Learning Surgical Workflows
Yutong BanGuy RosmanThomas WardDaniel HashimotoTaisei KondoHidekazu IwakiOzanan MeirelesDaniela Rus
2020-09-01
PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs
Debayan BanerjeeDebanjan ChaudhuriMohnish DubeyJens Lehmann
2020-08-31
Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition
Wei LiJames QinChung-Cheng ChiuRuoming PangYanzhang He
2020-08-30
Query Focused Multi-document Summarisation of Biomedical Texts
| Diego MollaChristopher JonesVincent Nguyen
2020-08-27
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data
Ayoub BagheriT. Katrien J. GroenhofWouter B. VeldhuisPim A. de JongFolkert W. AsselbergsDaniel L. Oberski
2020-08-27
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
Wei ShenXiaonan HeChuheng ZhangQiang NiWanchun DouYan Wang
2020-08-25
LSTM Networks for Online Cross-Network Recommendations
Dilruk PereraRoger Zimmermann
2020-08-25
YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles
| Jiaxu DaoJin WangXue-jie Zhang
2020-08-24
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
Sarveswararao VangalaRavi Vadlamani
2020-08-24
Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers
| Yu-Ying LiuJ. Nathan KutzSteven L. Brunton
2020-08-22
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection
| Meghana BhangeNirant Kasliwal
2020-08-22
A constrained recursion algorithm for batch normalization of tree-sturctured LSTM
Ruo AndoYoshiyasu Takefuji
2020-08-21
Transformer based Multilingual document Embedding model
Wei LiBrian Mak
2020-08-19
Cross-Utterance Language Models with Acoustic Error Sampling
G. SunC. ZhangP. C. Woodland
2020-08-19
Predicting Future Sales of Retail Products using Machine Learning
Devendra SwamiAlay Dilipbhai ShahSubhrajeet K B Ray
2020-08-18
RTFN: Robust Temporal Feature Network
Zhiwen XiaoXin XuHuanlai XingJuan Chen
2020-08-18
WSRNet: Joint Spotting and Recognition of Handwritten Words
George RetsinasGiorgos SfikasPetros Maragos
2020-08-17
The reinforcement learning-based multi-agent cooperative approach for the adaptive speed regulation on a metallurgical pickling line
Anna BogomolovaKseniia KingsepBoris Voskresenskii
2020-08-16
Continuous Speech Separation with Conformer
Sanyuan ChenYu WuZhuo ChenJinyu LiChengyi WangShujie LiuMing Zhou
2020-08-13
LAC : LSTM AUTOENCODER with Community for Insider Threat Detection
Sudipta PaulSubhankar Mishra
2020-08-13
MICE: Mining Idioms with Contextual Embeddings
| Tadej ŠkvorcPolona GantarMarko Robnik-Šikonja
2020-08-13
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
Arindrima DattaGuanlong ZhaoBhuvana RamabhadranEugene Weinstein
2020-08-13
Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling
Jiacheng LiSiliang TangJuncheng LiJun XiaoFei WuShiLiang PuYueting Zhuang
2020-08-11
Path-Based Reasoning over Heterogeneous Networks for Recommendation via Bidirectional Modeling
| Junwei ZhangMin GaoJunliang YuLinda YangZongwei WangQingyu Xiong
2020-08-10
Bilevel Learning Model Towards Industrial Scheduling
Longkang LiHui-Ling ZhenMingxuan YuanJiawen LuXialiangTongJia ZengJun WangDirk Schnieders
2020-08-10
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone
Yexu ZhouYuting GaoYiran HuangMichael HefenbrockTill RiedelMichael Beigl
2020-08-10
Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks
Seifeldeen EteifaHesham A. RakhaHoda Eldardiry
2020-08-10
Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach
Manie TadayonGreg Pottie
2020-08-09
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
| Hayato FutamiHirofumi InagumaSei UenoMasato MimuraShinsuke SakaiTatsuya Kawahara
2020-08-09
SpeedySpeech: Efficient Neural Speech Synthesis
| Jan VainerOndřej Dušek
2020-08-09
Assessing Demographic Bias in Named Entity Recognition
Shubhanshu MishraSijun HeLuca Belli
2020-08-08
Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions
Wilfredo Tovar
2020-08-08
Pretraining Techniques for Sequence-to-Sequence Voice Conversion
Wen-Chin HuangTomoki HayashiYi-Chiao WuHirokazu KameokaTomoki Toda
2020-08-07
Learning Insulin-Glucose Dynamics in the Wild
Andrew C. MillerNicholas J. FotiEmily Fox
2020-08-06
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss
Ziqiang ShiRujie LiuJiqing Han
2020-08-06
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
| Jin WangJia HuGeyong MinAlbert Y. ZomayaNektarios Georgalas
2020-08-05
Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering
Saurabh AdyaVineet GargSiddharth SigtiaPramod SimhaChandra Dhir
2020-08-05
A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction
Shady AhmedSuraj PawarOmer SanAdil RasheedMandar Tabib
2020-08-05
Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing
Aupendu KarSobhan Kanti DharaDebashis SenPrabir Kumar Biswas
2020-08-04
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images
T. KowsalyaS. L. UlloC. ZarroK. L. HemalathaB. D. Parameshachari
2020-08-04
Improving One-stage Visual Grounding by Recursive Sub-query Construction
| Zhengyuan YangTianlang ChenLi-Wei WangJiebo Luo
2020-08-03
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction
Chaofan TaoQinhong JiangLixin DuanPing Luo
2020-08-03
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech
| Tomáš NekvindaOndřej Dušek
2020-08-03
SeqDialN: Sequential Visual Dialog Networks in Joint Visual-Linguistic Representation Space
Liu YangFanqi MengMing-Kuang Daniel WuVicent YingXianchao Xu
2020-08-02
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks
| Mihail BurdujaRadu Tudor IonescuNicolae Verga
2020-08-01
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
| Haocong RaoShihao XuXiping HuJun ChengBin Hu
2020-08-01
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019
Qian YeXiaohong ChenOnur KalanKaan Ozbay
2020-08-01
Predicting heave and surge motions of a semi-submersible with neural networks
Xiaoxian GuoXiantao ZhangXinliang TianXin LiWenyue Lu
2020-07-31
Language Modelling for Source Code with Transformer-XL
| Thomas DowdellHongyu Zhang
2020-07-31
AARSynth: App-Aware Response Synthesis for User Reviews
Umar FarooqA. B. SiddiqueFuad JamourZhijia ZhaoVagelis Hristidis
2020-07-31
TweepFake: about Detecting Deepfake Tweets
Tiziano FagniFabrizio FalchiMargherita GambiniAntonio MartellaMaurizio Tesconi
2020-07-31
An Investigation on Deep Learning with Beta Stabilizer
Qi LiuTian TanKai Yu
2020-07-31
Future Vector Enhanced LSTM Language Model for LVCSR
Qi LiuYanmin QianKai Yu
2020-07-31
A Study of fastText Word Embedding Effects in Document Classification in Bangla Language
| Pritom MojumderMahmudul HasanMd. Faruque HossainK. M. Azharul Hasan
2020-07-30
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining
| TJ TsaiKevin Ji
2020-07-29
Improving Results on Russian Sentiment Datasets
| Anton GolubevNatalia Loukachevitch
2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis
| Li YuanJin WangXue-jie Zhang
2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS
Pietro BoccadoroVitanio DanielePietro Di GennaroDomenico LofùPietro Tedeschi
2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
David M. ChanSudheendra VijayanarasimhanDavid A. RossJohn Canny
2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR
Felix WeningerFranco ManaRoberto GemelloJesús Andrés-FerrerPuming Zhan
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
2020-07-26
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification
| Ilya DimovVladislav KorzunIvan Smurov
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A. RossThomas FunkhouserAlireza Fathi
2020-07-24
A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News
Yang LiYi Pan
2020-07-23
Host Load Prediction with Bi-directional Long Short-Term Memory in Cloud Computing
Hengheng ShenXuehai Hong
2020-07-23
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
Tsung-Ming TaiYun-Jie JhangZhen-Wei LiaoKai-Chung TengWen-Jyi Hwang
2020-07-22
Deep-VFX: Deep Action Recognition Driven VFX for Short Video
Ao LuoNing XieZhijia TaoFeng Jiang
2020-07-22
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
| Jian-Feng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text
| Ayush KumarHarsh AgarwalKeshav BansalAshutosh Modi
2020-07-21
Unsupervised anomaly detection for discrete sequence healthcare data
Victoria SnorovikhinaAlexey Zaytsev
2020-07-20
Translation Between Waves, wave2wave
Tsuyoshi OkitaHirotaka HachiyaSozo InoueNaonori Ueda
2020-07-20
Detecting the Insider Threat with Long Short Term Memory (LSTM) Neural Networks
Eduardo LopezKamran Sartipi
2020-07-20
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
Yi LiuSahil GargJiangtian NieYang ZhangZehui XiongJiawen KangM. Shamim Hossain
2020-07-19
A Technical Report for VIPriors Image Classification Challenge
Zhipeng LuoGe LiZhiguang Zhang
2020-07-17
Using LSTM and SARIMA Models to Forecast Cluster CPU Usage
| Langston NasholdRayan Krishnan
2020-07-16
Towards Debiasing Sentence Representations
| Paul Pu LiangIrene Mengze LiEmily ZhengYao Chong LimRuslan SalakhutdinovLouis-Philippe Morency
2020-07-16
Logic Constrained Pointer Networks for Interpretable Textual Similarity
| Subhadeep MajiRohan KumarManish BansalKalyani RoyPawan Goyal
2020-07-15
Detecting Deepfake Videos: An Analysis of Three Techniques
Armaan PishoriBrittany RollinsNicolas van HoutenNisha ChatwaniOmar Uraimov
2020-07-15
Fashion-IQ 2020 Challenge 2nd Place Team's Solution
Minchul ShinYoonjae ChoSeongwuk Hong
2020-07-13
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs
H. T. KungBradley McDanelSai Qian Zhang
2020-07-13
Transformer with Depth-Wise LSTM
Hongfei XuQiuhui LiuDeyi XiongJosef van Genabith
2020-07-13
Reconstruction Bottlenecks in Object-Centric Generative Models
| Martin EngelckeOiwi Parker JonesIngmar Posner
2020-07-13
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]
| Jinfeng LiYuliang LiXiaolan WangWang-Chiew Tan
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-Yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-Yu Chen
2020-07-11
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification
Chuanshuai ChenJiazhu Dai
2020-07-11
Long Short-Term Memory Spiking Networks and Their Applications
| Ali Lotfi RezaabadSriram Vishwanath
2020-07-09
Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm
S. BompasB. GeorgeotD. Guéry-Odelin
2020-07-08
Exploring Heterogeneous Information Networks via Pre-Training
Yang FangXiang ZhaoWeidong Xiao
2020-07-07
Meta-active Learning in Probabilistically-Safe Optimization
Mariah L. SchrumMark ConnollyEric ColeMihir GhetiyaRobert GrossMatthew C. Gombolay
2020-07-07
Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism
Tao YangZhixiong NanHe ZhangShitao ChenNanning Zheng
2020-07-06
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method
Fatemeh SerpushMahdi Rezaei
2020-07-06
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods
| Sirin HaddadSiew Kei Lam
2020-07-03
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey
Shivaji AlaparthiManit Mishra
2020-07-02
Understanding Road Layout from Videos as a Whole
Buyu LiuBingbing ZhuangSamuel SchulterPan JiManmohan Chandraker
2020-07-02
Bayesian multilingual topic model for zero-shot cross-lingual topic identification
Santosh KesirajuSangeet SagarOndřej GlembekLukáš BurgetSuryakanth V. Gangashetty
2020-07-02
Transformers on Sarcasm Detection with Context
2020-07-01
A Joint Model for Document Segmentation and Segment Labeling
Joe BarrowRajiv JainVlad MorariuVarun ManjunathaDouglas OardPhilip Resnik
2020-07-01
Overestimation of Syntactic Representation in Neural Language Models
Jordan KodnerNitish Gupta
2020-07-01
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
Sinong WangMadian KhabsaHao Ma
2020-07-01
Probing for Referential Information in Language Models
Ionut-Teodor SorodocKristina GulordavaGemma Boleda
2020-07-01
Multi-Cell Compositional LSTM for NER Domain Adaptation
Chen JiaYue Zhang
2020-07-01
Deep Learning-based Online Alternative Product Recommendations at Scale
Mingming GuoNian YanXiquan CuiSan He WuUnaiza AhsanRebecca WestKhalifeh Al Jadda
2020-07-01
Detecting Sarcasm in Conversation Context Using Transformer-Based Models
Adithya AvvaruSanath VobilisettyRadhika Mamidi
2020-07-01
Metaphor Detection Using Contextual Word Embeddings From Transformers
Jerry LiuNathan O{'}HaraAlex RubinerRachel DraelosCynthia Rudin
2020-07-01
Testing the role of metadata in metaphor identification
Egon StemleAlex Onyskoer
2020-07-01
Sarcasm Detection Using an Ensemble Approach
Jens LemmensBen BurtenshawEhsan LotfiIlia MarkovWalter Daelemans
2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
Statistical Deep Parsing for Spanish Using Neural Networks
Luis ChiruzzoDina Wonsever
2020-07-01
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
Ashutosh AdhikariAchyudh RamRaphael TangWilliam L. HamiltonJimmy Lin
2020-07-01
A Metric Learning Approach to Misogyny Categorization
Juan Manuel CoriaSahar GhannaySophie RossetHerv{\'e} Bredin
2020-07-01
Supertagging with CCG primitives
Aditya BhargavaGerald Penn
2020-07-01
The IMS--CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
Manuel MagerKatharina Kann
2020-07-01
Token Level Identification of Multiword Expressions Using Contextual Information
REYHANEH HASHEMPOURAline Villavicencio
2020-07-01
A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia
Renny Pradina KusumawardaniMuhammad Azzam
2020-07-01
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
Xiexiong LinWeiyu JianJianshan HeTaifeng WangWei Chu
2020-07-01
Simple and Effective Retrieve-Edit-Rerank Text Generation
Nabil HossainMarjan GhazvininejadLuke Zettlemoyer
2020-07-01
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge
Bowen ZhangMin YangXutao LiYunming YeXiaofei XuKuai Dai
2020-07-01
Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction
Zhenkai WeiYu HongBowei ZouMeng ChengJianmin Yao
2020-07-01
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
Rishi BommasaniKelly DavisClaire Cardie
2020-07-01
Clinical Concept Linking with Contextualized Neural Representations
Elliot SchumacherAndriy MulyarMark Dredze
2020-07-01
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models
Pia Sommerauer
2020-07-01
Building a Japanese Typo Dataset from Wikipedia's Revision History
Yu TanakaYugo MurawakiDaisuke KawaharaSadao Kurohashi
2020-07-01
Context-Aware Sarcasm Detection Using BERT
Arup BaruahKaushik DasFerdous BarbhuiyaKuntal Dey
2020-07-01
Character aware models with similarity learning for metaphor detection
Tarun KumarYashvardhan Sharma
2020-07-01
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era
Agnieszka FalenskaAnders Bj{\"o}rkelundJonas Kuhn
2020-07-01
Data Augmentation for Transformer-based G2P
Zach RyanMans Hulden
2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah CraigheadAndrew CainesPaula ButteryHelen Yannakoudakis
2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
| Zixiang DingRui XiaJianfei Yu
2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei YuJing JiangLi YangRui Xia
2020-07-01
Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network
Shankhyajyoti DeArabin Kumar DeyDeepak Gauda
2020-07-01
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition
Maarten Van SegbroeckHarish MallidihBrian KingI-Fan ChenGurpreet ChadhaRoland Maas
2020-06-30
Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction
Zhe HuangAamir HasanKatherine Driggs-Campbell
2020-06-30
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems
Anirudh GoyalAlex LambPhanideep GampaPhilippe BeaudoinSergey LevineCharles BlundellYoshua BengioMichael Mozer
2020-06-29
Interpreting Hierarchical Linguistic Interactions in DNNs
Die ZhangHuilin ZhouXiaoyi BaoDa HuoRuizhao ChenXu ChengHao ZhangMengyue WuQuanshi Zhang
2020-06-29
Self-Attention Networks for Intent Detection
Sevinj YolchuyevaGéza NémethBálint Gyires-Tóth
2020-06-28
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion
Yujin ChenZhigang TuDi KangRuizhi ChenLinchao BaoZhengyou ZhangJunsong Yuan
2020-06-28
An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification
Xianglin ZhengZehong CaoQuan Bai
2020-06-27
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
Xiaoming LiChun WangXiao HuangYimin Nie
2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners
| Eugene KharitonovRahma Chaabouni
2020-06-26
Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction
Wei LiRuihan BaoKeiko HarimotoDeli ChenJingjing Xu and Qi Su
2020-06-26
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems
Nadarasar BahavanNavaratnarajah SumanSulhi CaderRuwinda RanganayakeDamitha SeneviratneVinu MaddumageGershom SeneviratneYasinha SupunIsuru WijesiriSuchitha DehigaspitiyaDumindu TisseraChamira Edussooriya
2020-06-25
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors
Wenbin GaoLei ZhangQi TengHao WuFuhong MinJun He
2020-06-25
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM
Yong ChenLu WangJiajia HuMingbin Ye
2020-06-24
Object Tracking through Residual and Dense LSTMs
Fabio GarceaAlessandro CuccoLia MorraFabrizio Lamberti
2020-06-22
Seq2Seq and Joint Learning Based Unix Command Line Prediction System
| Thoudam Doren SinghAbdullah Faiz Ur Rahman KhiljiDivyanshaApoorva Vikram SinghSurmila ThokchomSivaji Bandyopadhyay
2020-06-20
Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition
Anil Osman TurHacer Yalim Keles
2020-06-19
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images
Zhen YuJennifer NguyenXiaojun ChangJohn KellyCatriona McleanLei ZhangVictoria MarZongYuan Ge
2020-06-19
Real-Time Prediction of BITCOIN Price using Machine Learning Techniques and Public Sentiment Analysis
S M RajuAli Mohammad Tarif
2020-06-18
Neural Architecture Optimization with Graph VAE
Jian LiYong liuJiankun LiuWeiping Wang
2020-06-18
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition
Zhaoqiang XiaWei PengHuai-Qian KhorXiaoyi FengGuoying Zhao
2020-06-17
SPARQL query generation for complex question answering with BERT and BiLSTM-based model
| Evseev D. A.Arkhipov M. Yu.
2020-06-17
LSTM Networks for Music Generation
Xin Xu
2020-06-16
Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement
Stewart W DoeTyler Russell SeekinsDavid FitzpatrickDawsin BlanchardSalimeh Yasaei Sekeh
2020-06-16
Differentially-private Federated Neural Architecture Search
| Ishika SinghHaoyi ZhouKunlin YangMeng DingBill LinPengtao Xie
2020-06-16
Fine-Tuning DARTS for Image Classification
Muhammad Suhaib TanveerMuhammad Umar Karim KhanChong-Min Kyung
2020-06-16
SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning
Gencer SumbulSonali NayakBegüm Demir
2020-06-15
Deceiving computers in Reverse Turing Test through Deep Learning
| Jimut Bahan Pal
2020-06-01

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