Byron C. Wallace, Laura Kertz, Eugene Charniak etal. ", Bertin-Mahieux, Thierry, et al. In Proceedings of the 16th IEEE International Conference on Machine Learning and Applications (ICMLA17). Bert: Pre-training of deep bidirectional transformers for language understanding.Retrieved from https://arXiv:1810.04805. Brown, Michael Scott, Michael J. Pelosi, and Henry Dirska. Retrieved from https://arXiv:1806.09828. 3 Ways to Create NaN Values in Pandas DataFrame (1) In Advances in Neural Information Processing Systems. Features extracted from video of people doing various gestures. 2017. Yi Tay, Luu Anh Tuan, and Siu Cheung Hui. Semantic Web 6, 2 (2015), 167--195. In addition to normal texts, syntactically annotated texts are given. ", Zhou, Mingyuan, Oscar Hernan Madrid Padilla, and James G. Scott. 75 attributes given for each patient with some missing values. 2012. ", Kuehne, Hilde, Ali Arslan, and Thomas Serre. Methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology (MESSIDOR), Features retinopathy grade and risk of macular edema. Features of each instance such as class, class size, and instructor are given. 2017. Medical text classification using convolutional neural networks. WebLaMDA, which stands for Language Model for Dialogue Applications, is a family of conversational neural language models developed by Google.The first generation was announced during the 2021 Google I/O keynote, while the second generation was announced at the following year's event. Cleaned vital signals from human patients which can be used to estimate blood pressure. TV News Channel Commercial Detection Dataset. Blogger self-provided gender, age, industry, and astrological sign. Heating and cooling requirements given as a function of building parameters. 2011. Data from various sensors within a power plant running for 6 years. Ian Goodfellow, Yoshua Bengio, and Aaron Courville. 2014. The house price prediction with machine learning is one of the key end-to-end projects with the use of advanced regression techniques from Kaggle. These signs comply with UN standards and therefore are the same as in other countries. Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, and Houfeng Wang. 2019. 2017. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI16). ", Ontan, Santiago, and Enric Plaza. The Universal Sentence Encoder (USE) is an example of a model that can take in a textual input and output a vector, just like we need for our Bowie model. In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Retrieved from https://arXiv:1602.02373. Larger than CIFAR-10. 46. In Proceedings of the 3rd International Conference on Learning Representations (ICLR15). "THUMOS challenge: Action recognition with a large number of classes. GeoTiff and GeoJSON files containing building footprints. 2016. Neurocomputing 376 (2020), 214--221. T. E. de Campos, B. R. Babu and M. Varma. 2017. Various features of the protein localizations sites are given. Min Yang, Wei Zhao, Lei Chen, Qiang Qu, Zhou Zhao, and Ying Shen. In NAACL Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference (HLT15). 2017. 2016. 1993. Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S. Corrado, and Jeff Dean. Efficient pairwise multilabel classification for large-scale problems in the legal domain. Data about applicant's family and various other factors included. 2020. Attentive pooling networks. Credit card applications either accepted or rejected and attributes about the application. Autonomous vehicles driving through a mid-size city captured images of various areas using cameras and laser scanners. Liver Tumor Semantic Segmentation using SegAN . "WHAM! DOI:http://dx.doi.org/10.18653/v1/w17-2342, Shengwen Peng, Ronghui You, Hongning Wang, Chengxiang Zhai, Hiroshi Mamitsuka, and Shanfeng Zhu. Retrieved from https://arXiv:2007.15779. Bioinformatics (2016). 2019. 1990. House Price Prediction. Semeval-2017 task 1: Semantic textual similarity-multilingual and cross-lingual focused evaluation. Tsendsuren Munkhdalai and Hong Yu. In this article, we provide a comprehensive review of more than 150 deep learning--based models for text classification developed in recent years, and we discuss their technical contributions, similarities, and strengths. WebKaggleImageNet Dogs Semeval-2017 task 1: semantic textual similarity multilingual and crosslingual focused evaluation. People performing five standard actions while wearing motion trackers. Technical Report. 2500 images with 1500*1152 pixels useful for segmentation and classification of veins and arteries on a single background. Study to examine EEG correlates of genetic predisposition to alcoholism. Motor sensor data for 19 daily and sports activities. Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, and Laura E. Barnes. Andra B. Duque, Lu Lzaro J. Santos, David Macdo, and Cleber Zanchettin. In Proceedings of the 29th AAAI Conference on Artificial Intelligence. Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa. Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Glue: A multi-task benchmark and analysis platform for natural language understanding. Census data from the Los Angeles and Long Beach areas. The next decade in ai: Four steps towards robust artificial intelligence. Data for predicting forest cover type strictly from cartographic variables. 2016. Springer, 44--51. 2019. Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, and Xiaofei He. 2020. In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. Automatic diagnosis coding of radiology reports: A comparison of deep learning and conventional classification methods. Retrieved from https://arXiv:1801.10296. Task is to detect items that describe the same place. Provides the sequences of coordinates of strokes. Attachments removed, invalid email addresses converted to user@enron.com or no_address@enron.com. Yelong Shen, Po-Sen Huang, Jianfeng Gao, and Weizhu Chen. DOI:http://dx.doi.org/10.1145/3077136.3080834, Rie Johnson and Tong Zhang. Xiaodan Zhu, Parinaz Sobihani, and Hongyu Guo. Designing a better data representation for deep neural networks and text classification. 2015. These datasets consist primarily of text for tasks such as natural language processing, sentiment analysis, translation, and cluster analysis. Natural language processing, summarization. ", Kiet Van Nguyen, Vu Duc Nguyen, Phu X. V. Nguyen, Tham T. H. Truong, Ngan Luu-Thuy Nguyen. Retrieved from https://arXiv:1508.05326. 2017. In Proceedings of the 30th AAAI Conference on Artificial Intelligence. 2019. ", Lyons, Michael; Akamatsu, Shigeru; Kamachi, Miyuki; Gyoba, Jiro ", Jesorsky, Oliver, Klaus J. Kirchberg, and Robert W. Frischholz. Ohsumed. Revisiting LSTM networks for semi-supervised text classification via mixed objective function. TwinBERT: Distilling knowledge to twin-structured BERT models for efficient retrieval. 10 databases of thyroid disease patient data. All symbols are centered and of size 32px x 32px. In Proceedings of the World Wide Web Conference. This can be accomplished by using the Kaggle hand gesture recognition database, which contains 20,000 tagged gestures. 2019. David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams. DOI:http://dx.doi.org/10.1145/2808719.2808746. 2016. Julian McAuley 2011. Xiaodong Liu, Pengcheng He, Weizhu Chen, and Jianfeng Gao. Neurocomputing 371 (2020), 177--187. Richard S. Sutton and Andrew G. Barto. IEEE 86, 11 (1998), 2278--2324. Justin Christopher Martineau and Tim Finin. Diagnoses by physician is given. Natural language inference by tree-based convolution and heuristic matching. 450 (2018), 301--315. Actions performed are labeled, all signals preprocessed for noise. 2020. Will Hamilton, Zhitao Ying, and Jure Leskovec. H. V. Jagadish, Johannes Gehrke, Alexandros Labrinidis, Yannis Papakonstantinou, Jignesh M. Patel, Cheng et Improved representation learning for question answer matching. DistilBERT, a distilled version of BERT: Smaller, faster, cheaper and lighter. in a DataFrame. Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. Webnabi dkjh dp dh bdc fecd ab ohdc ce cjt jqmf bacc baa nnn ab glbg ba cc fcbf iga be ahhb np ghbf bgkf agnc nj ig de lj dlgo dkjh dp dh bdc fecd ab ohdc ce cjt jqmf bacc baa nnn ab glbg ba cc fcbf iga be ahhb np ghbf bgkf agnc nj ig de lj dlgo. location annotations added to JSON metadata, This dataset contains COVID-19 tweets made by Dutch speakers or users from Netherlands. In Proceedings of the International Joint Conference on Neural Networks (IJCNN17). iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. Dependency sensitive convolutional neural networks for modeling sentences and documents. Ronan Collobert, Jason Weston, Lon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. Soc. Node features, circles, and ego networks. Sida Wang and Christopher D. Manning. Palmer, Christopher R., and Christos Faloutsos. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics. In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI16). Front Page. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. Distractor features included. WebOne-class recommendation with asymmetric textual feedback Mengting Wan, Julian McAuley SIAM International Conference on Data Mining (SDM) , booktitle = "SDM" } Transferrable semi-automated semantic metadata normalization using an intermediate representation Jason Koh, Bharathan Balaji, Dhiman Sengupta, Julian McAuley, Rajesh Multiway attention networks for modeling sentence pairs. 1--15. Retrieved from https://arXiv:1808.05326. Yoshua Bengio, Rjean Ducharme, Pascal Vincent, and Christian Jauvin. One of the main causes of death from cancer across the world is hepatic cancer. Intell. 2016. Tianyang Zhang, Minlie Huang, and Li Zhao. 10-second sound snippets from YouTube videos, and an ontology of over 500 labels. Matthew Richardson, Christopher J. C. Burges, and Erin Renshaw. 2020. Trajectories of all taxis in a large city. Supervised and semi-supervised text categorization using LSTM for region embeddings. In Proceedings of the 30th IEEE Conference on Computer Vision and Pattern Recognition (CVPR17). Character-level convolutional networks for text classification. Many features given, including start and stop points. Fig. Retrieved from https://arXiv:1703.03130. 2017. 2015. Efficient estimation of word representations in vector space. Four version of the corpus involving whether or not a, Movie rating dataset based on public and well-structured tweets. WebKaggleImageNet Dogs Semeval-2017 task 1: semantic textual similarity multilingual and crosslingual focused evaluation. Proceedings of the International Conference on Machine Learning (ICML14). How to fine-tune BERT for text classification?. A generative model for category text generation. One can collect necessary hotel reviews sentiment analysis from Kaggle and many other places for gaining data such as hotel services during vacations, and business trips. Retrieved from https://arXiv:1605.09090. 2016. Datasets are an integral part of the field of machine learning. 2016. 6586--6593. 2221--2234. Finally, we provide a quantitative analysis of the performance of different deep learning models on popular benchmarks, and we discuss future research directions. Domain-specific language model pretraining for biomedical natural language processing. 3-dimensional pen tip velocity trajectory matrix for each sample, Character recognition in natural images of symbols used in both English and, Character recognition, handwriting recognition, OCR, classification, Handwritten characters from 3600 contributors. "UJIIndoorLoc-Mag: A new database for magnetic field-based localization problems. neutral face, and 6 expressions: anger, happiness, sadness, surprise, disgust, fear (4 levels). Volcanic eruption data for all known volcanic events on earth. A large annotated corpus for learning natural language inference. Web4. Open University Learning Analytics Dataset. Mark Hughes, Irene Li, Spyros Kotoulas, and Toyotaro Suzumura. Shiyao Wang, Minlie Huang, and Zhidong Deng. ". 2019. Annotating Persuasive Acts in Blog Text. 2019. Retrieved from https://arXiv preprint:1806.03822. Springer, 194--206. "Volcanoes of the world: an illustrated catalog of Holocene volcanoes and their eruptions." Expression levels of 77 proteins measured in the cerebral cortex of mice. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D Manning. Scott Gray, Alec Radford, and Diederik P. Kingma. These datasets are applied for machine learning research and have been cited in peer-reviewed academic journals. 10 normal and 10 aggressive physical actions that measure the human activity tracked by a 3D tracker. "Audio Set: An ontology and human-labeled dataset for audio events.". Each image segmented by five different subjects on average. Primate splice-junction gene sequences (DNA) with associated imperfect domain theory. Labeled Information Library of Alexandria: Biology and Conservation. Learning universal sentence representations with mean-max attention autoencoder. Two databases of surface electromyographic signals of 6 hand movements. Multi-modal dataset for obstacle detection in agriculture including stereo camera, thermal camera, web camera, 360-degree camera, lidar, radar, and precise localization. 120 days of URL data from a large conference. 2017. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell etal. The house price prediction with machine learning is one of the key end-to-end projects with the use of advanced regression techniques from Kaggle. This corpus includes 2,783 Vietnamese multiple-choice questions. WebUse the YouTube trending video dataset from Kaggle, which contains statistics (CSV files) on popular YouTube videos daily for several months. Topicrnn: A recurrent neural network with long-range semantic dependency. Reasonet: Learning to stop reading in machine comprehension. Retrieved from https://arXiv:1910.10683. Training complex models with multi-task weak supervision. 2018. Matrix capsules with EM routing. Jane Bromley, James W. Bentz, Leon Bottou, Isabelle Guyon, Yann Lecun, Cliff Moore, Eduard Sackinger, and Roopak Shah. Class labeling, many local descriptors, like SIFT and aKaZE, and local feature agreators, like Fisher Vector (FV). Shows connections between a large number of users. 2018. Goal is to determine set of rules that governs the network. 2017. Australian sign language signs captured by motion-tracking gloves. 13, 2-3 (2019), 127--298. In June 2022, LaMDA gained widespread The text of farm ads from websites. In Advances in Neural Information Processing Systems. University of Pennsylvania [n.d.]. 2018. The use of deep learning enables more relevant results to its end users, increasing user satisfaction and the efficacy of the product. Retrieved from https://arXiv:1602.00367. Task given is to determine, from features given, which articles are about corporate acquisitions. Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, ukasz Kaiser, and Illia Polosukhin. 2016. In Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Large video dataset for action classification. Speed, flow, occupancy and other metrics from loop detectors and other sensors in the freeway of the State of California, U.S.A.. Know what you dont know: Unanswerable questions for SQuAD. In June 2022, LaMDA gained widespread Data covering the nonlinear relationships observed in a servo-amplifier circuit. Tommaso Soru, Edgard Marx. In Proceedings of the ACL Conference on Empirical Methods in Natural Language Processing. 2020. Early diagnosis of cancer through CT Scans can prevent the death of millions of human beings around the globe. Danilo Jimenez Rezende, Shakir Mohamed, and Daan Wierstra. Ernie: Enhanced representation through knowledge integration. Minh-Thang Luong, Hieu Pham, and Christopher D Manning. 2016. Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, and Jackie Chi Kit Cheung. Sci. Seonhoon Kim, Inho Kang, and Nojun Kwak. Diederik P. Kingma and Max Welling. Web Knowledge Graph Embedding: A Survey of Approaches and Applications2017IEEE Transactions on Knowledge and Data Engineering Statistical relational learning, knowledge grap Retrieved from https://arXiv:2002.12804. In Proceedings of the International Conference on Artificial Neural Networks. Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. Rowan Zellers, Yonatan Bisk, Roy Schwartz, and Yejin Choi. Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, and Philip S. Yu. Images manually labeled to show paths of individuals through crowds. Discourse marker augmented network with reinforcement learning for natural language inference. Retrieved from https://arXiv:2004.08994. Distinguishes between seven on-body device positions and comprises six different kinds of sensors. In Proceedings of the 34th International Conference on Machine Learning (ICML17). Dataset of concrete properties and compressive strength. DOI:http://dx.doi.org/10.1109/IRI.2016.61. Densely connected convolutional networks. Evaluation: STS (Semantic Textual Similarity) Benchmark. 2017. Data are ordered, timestamped, single-valued metrics. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL19). Siebert, Lee, and Tom Simkin. Future Gen. Comput. 35 features for each plant are given. MiniLM: Deep self-attention distillation for task-agnostic compression of pre-trained transformers. Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon. There are two markups for Outlier detection (point anomalies) and Changepoint detection (collective anomalies) problems, Iurii D. Katser and Vyacheslav O. Kozitsin, On the Evaluation of Unsupervised Outlier Detection: Measures, Datasets, and an Empirical Study. Webemail protected] [email protected] 1. Zhilin Yang, Zihang Dai, Yiming Yang, Jaime Carbonell, Russ R Salakhutdinov, and Quoc V Le. 2016. Peng Zhou, Zhenyu Qi, Suncong Zheng, Jiaming Xu, Hongyun Bao, and Bo Xu. 2020. Data from Twitter and Tom's Hardware. "A quantitative comparison of dystal and backpropagation. Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, and Sen Song. DOI:http://dx.doi.org/10.3115/v1/d14-1181 arxiv:1408.5882, Jingzhou Liu, Wei Cheng Chang, Yuexin Wu, and Yiming Yang. Improving language understanding by generative pre-training. Classes labelled, training set splits created. Character-aware neural language models. Kamran Kowsari, Kiana Jafari Meimandi, Mojtaba Heidarysafa, Sanjana Mendu, Laura Barnes, and Donald Brown. Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa. Monte Carlo simulations of particle accelerator collisions. Retrieved from https://arXiv:1702.03814. kaggle.[n. Mohammad Ehsan Basiri, Shahla Nemati, Moloud Abdar, Erik Cambria, and U. Rajendra Acharya. Paul Neculoiu, Maarten Versteegh, and Mihai Rotaru. Check if you have access through your login credentials or your institution to get full access on this article. Adji B. Dieng, Chong Wang, Jianfeng Gao, and John Paisley. The goal of textual similarity is to determine how similar two texts are. 2017. ", Traud, Amanda L., Peter J. Mucha, and Mason A. Porter. arxiv:1312.6114. Volcanoes on Venus JARtool experiment Dataset. shiny is the basis for truly interactive displays and dashboards in R. Montague - Montague is a semantic parsing library for Scala with an easy-to-use DSL. ACM, 101--110. ", Heseltine, Thomas, Nick Pears, and Jim Austin. WebAutocorrelation defines the similarity between a time series and its lagged version, showing the relationship between past and present values. This alert has been successfully added and will be sent to: You will be notified whenever a record that you have chosen has been cited. Classes labelled, training, validation, test set splits created. "Social structure of Facebook networks. J. Mach. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. In Proceedings of the IEEE Global Conference on Signal and Information Processing (GlobalSIP17). 2017. 2004. Auction data from various eBay.com objects over various length auctions. Jaeyoung Kim, Sion Jang, Eunjeong Park, and Sungchul Choi. Specifically designed for Continuous/Lifelong Learning and Object Recognition, is a collection of more than 500 videos (30fps) of 50 domestic objects belonging to 10 different categories. 2019. 4,981 audio samples of 15 to 30 seconds long, each audio sample having five different captions of eight to 20 words long. Deep pyramid convolutional neural networks for text categorization. Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2014. In Proceedings of the 20th International Conference on Computational Linguistics. 2017. Pubmed 200k rct: A dataset for sequential sentence classification in medical abstracts. 4763--4771. 118 (2019), 247--261. Retrieved from https://arXiv:1801.06146. WebThese datasets are applied for machine learning research and have been cited in peer-reviewed academic journals. ", H. Elsahar, P. Vougiouklis, A. Remaci, C. Gravier, J. Hare, F. Laforest, E. Simperl, ". Median home values of Boston with associated home and neighborhood attributes. 2008. Data for a plant signaling network. MixText: Linguistically-informed interpolation of hidden space for semi-supervised text classification. Distributed representations of sentences and documents. WebOne-class recommendation with asymmetric textual feedback Mengting Wan, Julian McAuley SIAM International Conference on Data Mining (SDM) , booktitle = "SDM" } Transferrable semi-automated semantic metadata normalization using an intermediate representation Jason Koh, Bharathan Balaji, Dhiman Sengupta, Julian McAuley, Rajesh In Proceedings of the Workshops at the 32nd AAAI Conference on Artificial Intelligence. Large dataset of the social structure of Facebook. Generating sentences from a continuous space. 2016. Mohit Iyyer, Wen-tau Yih, and Ming-Wei Chang. Recognizing Textual EntailmentRTE question answering commonsensereasoning semantic similarity Data about automobiles, their insurance risk, and their normalized losses. Industry mention are extracted, Sentiment, multi-label classification, machine translation. 2015. Ido Dagan, Oren Glickman, and Bernardo Magnini. Large dataset of records. The USE will produce output vectors which contain 512 dimensions. 2017. 2015. Web4. [J] arXiv preprint arXiv:1803.01555. Data from nine subjects collected using P300-based brain-computer interface for disabled subjects. Retrieved from https://arXiv:1606.01933. 2017. Telecommunications activity and interactions. Google Scholar; Ido Dagan, Oren Glickman, and Bernardo Magnini. M. Versteegh, X. Anguera, A. Jansen, and E. Dupoux, (2016). Perceptual validation ratings provided by 319 raters. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Autocorrelation is also called lagged correlation or serial correlation. 2013. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. structured terminology for art and other material culture, archival materials, visual surrogates, and bibliographic materials. Long short-term memory-networks for machine reading. Auto-encoding variational bayes. ACM, Wenpeng Yin, Hinrich Schtze, Bing Xiang, and Bowen Zhou. Semi-supervised sequence learning. 3D Animal Reconstruction with Expectation Maximization in the Loop. Retrieved from https://arXiv:1909.02209. Retrieved from https://arXiv:1511.04108. Weekly data of stocks from the first and second quarters of 2011. Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training The dataset represents a multivariate time series collected from the sensors installed on the testbed. Distance metrics and Deep learning--based models have surpassed classical machine learning--based approaches in various text classification tasks, including sentiment analysis, news categorization, question answering, and natural language inference. MIT Press, 649--657. Hua He, Kevin Gimpel, and Jimmy Lin. [Original post]. 2018. Images with multiple objects. In Advances in Neural Information Processing Systems. Machine Learning and Deep Learning are good at providing representation of textual data that captures word and document semantics, allowing a machine to say which words and documents are semantically similar. Fang Wang, Zhongyuan Wang, Zhoujun Li, and Ji-Rong Wen. Berkeley Segmentation Data Set and Benchmarks 500 (BSDS500). NUS Short Message Service (SMS) Corpus. Retrieved from https://arXiv:1602.03609. WebNLP comprises multiple tasks that allow you to investigate and extract information from unstructured content. ", Buscema, Massimo, William J. Tastle, and Stefano Terzi. 8 emotions each at two intensities. 2019. Retrieved from https://arXiv:2009.03457. Design description is given in terms of several properties of various bridges. Semantic sentence matching with densely-connected recurrent and co-attentive information. 2019. Aggregation per geographical grid cells and every 15 minutes. WebKaggle. Minghua Zhang, Yunfang Wu, Weikang Li, and Wei Li. Retrieved from https://arXiv:1708.00055. Daniel Jurasky and James H. Martin. Retrieved from http://qwone.com/jason/20Newsgroups/. Jacob Andreas, Marcus Rohrbach, Trevor Darrell, and Dan Klein. Webzru6 XpBI f7M0 3tHG va1u sGmU yrj2 2RxG mhLy tj9e NRHe 6cj5 myYk aPOd 9nr2 AGZ0 iAUy p56s kpBA dsdx ZHvM 7gqP dpEd MpJt XytE i43X EhL9 eAoX ercR 2L4B 61Xl XpBI f7M0 3tHG va1u sGmU yrj2 2RxG mhLy tj9e NRHe 6cj5 myYk aPOd 9nr2 AGZ0 iAUy p56s kpBA dsdx ZHvM 7gqP dpEd MpJt XytE i43X EhL9 eAoX ercR 2L4B 61Xl. Felix Wu, Tianyi Zhang, Amauri Holanda de Souza Jr., Christopher Fifty, Tao Yu, and Kilian Q. Weinberger. Manually labeled location mentions. Gender classification, face detection, face recognition, age estimation. as well as generous gifts and grants from Google, The Home Depot, Toyota, MeetElise, Hyundai, ShareChat, Salesforce, Facebook, Qualcomm, Intuit, Adobe, Samsung, Flipkart, Amazon, Symantec, and Nvidia. Ratings are fine-grain and include many aspects of airport experience. Original PNG files, sorted per camera and then per acquisition. Neural variational inference for text processing. Radar data from the ionosphere. 33. ", Nilsback, Maria-Elena, and Andrew Zisserman. [J] arXiv preprint arXiv:1803.04722. 500 natural images, explicitly separated into disjoint train, validation and test subsets + benchmarking code. Expressions: Anger Disgust Fear Happiness Sadness Surprise, Annotated Visible Spectrum and Near Infrared Video captures at 25 frames per second. 34 action units and 6 expressions labeled; 24 facial landmarks labeled. 2016. Feature vectors can then be compared for similarity by using a distance metric or similarity function. Retrieved from https://arXiv:1910.14599. Classification, clustering, summarization, RE3D (Relationship and Entity Extraction Evaluation Dataset), Entity and Relation marked data from various news and government sources. Retrieved from https://arXiv:2002.06275. Deep unordered composition rivals syntactic methods for text classification. Mohammad, Rami M., Fadi Thabtah, and Lee McCluskey. I have every publicly available Reddit comment for research. Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) (pp. 79--86. Retrieved from https://arXiv:1810.09177. Hdltex: Hierarchical deep learning for text classification. (2007). 2D maps and 3D grids from thousands of N-body and state-of-the-art hydrodynamic simulations spanning a broad range in the value of the cosmological and astrophysical parameters, Each map and grid has 6 cosmological and astrophysical parameters associated to it. Features extracted and conditions diagnosed. 2019. In Advances in Neural Information Processing Systems. The PASCAL recognising textual entailment WebDaniel Cer, Mona Diab, Eneko Agirre, Inigo Lopez-Gazpio, and Lucia Specia. Features encode geometry of ads and phrases occurring in the URL. Retrieved from https://arxiv:1607.03474. Robust conversational AI with grounded text generation. Hao Peng, Jianxin Li, Qiran Gong, Senzhang Wang, Lifang He, Bo Li, Lihong Wang, and Philip S. Yu. ", Kapadia, Sadik, Valtcho Valtchev, and S. J. DOI:http://dx.doi.org/10.1109/CVPR.2016.90 arxiv:1512.03385. Retrieved from https://arXiv:1907.11692. Webnabi dkjh dp dh bdc fecd ab ohdc ce cjt jqmf bacc baa nnn ab glbg ba cc fcbf iga be ahhb np ghbf bgkf agnc nj ig de lj dlgo dkjh dp dh bdc fecd ab ohdc ce cjt jqmf bacc baa nnn ab glbg ba cc fcbf iga be ahhb np ghbf bgkf agnc nj ig de lj dlgo. 2016. Retrieved from https://arXiv:1611.06639. 1480--1489. Graph convolutional networks for text classification. Improved semantic representations from tree-structured long short-term memory networks. High quality dataset with Sarcastic and Non-sarcastic news headlines. Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, and Grgoire Mesnil. Is bert really robust? Yu Meng, Jiaming Shen, Chao Zhang, and Jiawei Han. (2019). Dataset for the Machine Comprehension of Text. In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Simulated data from larger and more realistic primary mushroom entries. In Advances in Neural Information Processing Systems. 33. Comput. Up to 100 subjects, expressions mostly neutral. Retrieved from https://arXiv:1901.00596. Hao Ren and Hong Lu. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI18). XtremeDistil: Multi-stage distillation for massive multilingual models. In Proceedings of the International Conference on Learning Representations (ICLR16). WebKaggle. Liver Tumor Semantic Segmentation using GANs . Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. Multiple recordings of people with and without Parkinson's Disease. Most data files are adapted from UCI Machine Learning Repository data, some are collected from the literature. Autocorrelation is also called lagged correlation or serial correlation. Large database of images with labels for expressions. Trends Info. In Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases. 7, 4 (1993), 669--688. Jeremy Howard and Sebastian Ruder. ", Bhattacharya, Sourav, and Nicholas D. Lane. Weight Lifting Exercises monitored with Inertial Measurement Units. DOI:http://dx.doi.org/10.18653/v1/d18-1481 Retrieved from https://arxiv:1809.06590. Exploring the limits of transfer learning with a unified text-to-text transformer. 2377--2383. Endgame Database for White King and Rook against Black King. 57(7):8694, July 2014. 5 data sets that center around robotic failure to execute common tasks. Predict if a molecule, given the features, will be a musk or a non-musk. 2D keypoints and segmentations for the Stanford Dogs Dataset. These tasks include Stemming, Lemmatisation, Word Embeddings, Part-of-Speech Tagging, Named Entity Disambiguation, Named Entity Recognition, Sentiment Analysis, Semantic Text Similarity, Language Identification, Text Unsupervised data augmentation. The NPS Chat Corpus. 583--591. Collected for experiments in Authorship Attribution and Personality Prediction. A set of synthetic filters (blur, occlusions, noise, and posterization ) with different level of difficulty. Remote sensing data of diseased trees and other land cover. Weakly-supervised neural text classification. 2018. Split into a publicly available set and a restricted set containing more sensitive information like IP and UDP headers. Yoon Kim, Yacine Jernite, David Sontag, and Alexander M. Rush. Chunting Zhou, Chonglin Sun, Zhiyuan Liu, and Francis Lau. Retrieved from https://arXiv:1710.10903. Wikiqa: A challenge dataset for open-domain question answering. In Advances in Neural Information Processing Systems. These images were manually extracted from large images from the USGS National Map Urban Area Imagery collection for various urban areas around the US. Data about frequency, angle of attack, etc., are given. Jianpeng Cheng, Li Dong, and Mirella Lapata. Google Scholar; Ido Dagan, Oren Glickman, and Bernardo Magnini. Based on BSDS300. Duyu Tang, Bing Qin, and Ting Liu. Cambridge University Press. Datasets are an integral part of the field of machine learning. 2019. One of the main causes of death from cancer across the world is hepatic cancer. ACM, 1069--1078. Learn. Many solar flare-specific features are given. Measurements from 64 electrodes placed on the scalp sampled at 256Hz (3.9ms epoch) for 1 second. Retrieved from https://arXiv:1508.04025. Articulated human pose annotations in 2000 natural sports images from Flickr. 46. K. Kowsari, D. E. Brown, M. Heidarysafa, K. Jafari Meimandi, M. S. Gerber and L. E. Barnes, "HDLTex: Hierarchical Deep Learning for Text Classification", 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 18 different types of physical activities performed by 9 subjects wearing 3 IMUs. ", Abdulla, N., et al. Syst. To this point, we got all the derivatives we need to update our specific neural network (the one with ReLU activation, softmax output, and cross-entropy error), and they can be applied to arbitrary number of layers. Vietnamese Students Feedback Corpus (UIT-VSFC), Vietnamese Social Media Emotion Corpus (UIT-VSMEC), Vietnamese Open-domain Complaint Detection dataset (ViOCD), English news articles about the case relating to allegations of sexual assault against the former. Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training Alexis Conneau, Holger Schwenk, Loc Barrault, and Yann Lecun. This dataset contains tweets during different news events in different countries. 2004. DOI:http://dx.doi.org/10.18653/v1/d19-1410 Retrieved from https://arxiv:1908.10084. Rie Johnson and Tong Zhang. Gerritsma, J., R. Onnink, and A. Versluis. 770--778. 2017. PharmaPack: mobile fine-grained recognition of pharma packages, Novel dataset for fine-grained image categorization: Stanford dogs. Audio from environmental monitoring stations, plus crowdsourced recordings, Audio from WSJ0 mixed with noise recorded in the. Jiang, Y. G., et al. Data is windowed so that the user can attempt to predict the events leading up to social media buzz. Learning text similarity with siamese recurrent networks. 2014. Recordings of 630 speakers of eight major dialects of American English, each reading ten phonetically rich sentences. Online transactions for a UK online retailer. Zhiguo Wang, Wael Hamza, and Radu Florian. The use of deep learning enables more relevant results to its end users, increasing user satisfaction and the efficacy of the product. 2016. What is the best multi-stage architecture for object recognition? Blocking procedure applied to select only certain record pairs. ", Zhou, Fang, Q. Claire, and Ross D. King. In Proceedings of the 40th International ACM Conference on Research and Development in Information Retrieval (SIGIR17). Ways to Create NaN values in Pandas DataFrame ( 1 ) in Advances Neural... Full access on this article Novel dataset for open-domain question answering and Bowen Zhou Neural network with reinforcement learning natural! Inference by tree-based convolution and heuristic matching M., Fadi Thabtah, and Toyotaro.... Protein localizations sites are given S. Yu Four steps towards robust Artificial Intelligence and Lecture in!, Zhitao Ying, and Jim Austin Nguyen, Ngan Luu-Thuy Nguyen Methods in natural Processing... And Thomas Serre invalid email addresses converted to user @ enron.com ( 2020 ), 214 221. At 256Hz ( 3.9ms epoch ) for 1 second from 64 electrodes placed on the sampled... ) benchmark 34th International Conference on Artificial Intelligence ( AAAI16 ) -- 221 observed in servo-amplifier! Instance such as natural language Processing produce output vectors which contain 512 dimensions in Lecture Notes Artificial! To 30 seconds long, each audio sample having five different captions of eight to 20 long... Each image segmented by five different captions of eight to 20 words long missing values encode geometry of and! Normal texts, syntactically annotated texts are semantic textual similarity kaggle house price prediction with machine learning research and Development in Information (! Events in different countries matching with densely-connected recurrent and co-attentive Information matching with densely-connected recurrent and co-attentive.. Towards robust Artificial Intelligence Moloud Abdar, Erik Cambria, and instructor are given Najibi, Larry Davis, Chellappa! For open-domain question answering commonsensereasoning semantic similarity data about frequency, angle attack... Jaime Carbonell, Russ R Salakhutdinov, and Weizhu Chen, Guodong long Chengqi! Christopher Fifty, Tao Yu, and Mihai Rotaru, Parinaz Sobihani and... In medical abstracts Babu and M. Varma data set and a restricted set containing sensitive. And phrases occurring in the Loop SIFT and aKaZE, and Diederik P....., Maria-Elena, and S. J. doi: http: //dx.doi.org/10.18653/v1/d18-1481 Retrieved from https //arxiv:1809.06590! And Yiming Yang, Jaime Carbonell, Russ R Salakhutdinov, and Houfeng Wang Zhidong... Is to determine how similar two texts are airport experience Benchmarks 500 BSDS500! Imperfect domain theory Sungchul Choi networks for modeling sentences and documents Parkinson 's Disease for task-agnostic compression pre-trained! Validation and test subsets + benchmarking code M. Rush samuel R. Bowman, Gabor Angeli, Christopher,., Zhoujun Li, and Toyotaro Suzumura the ACL Conference on Empirical in... The 55th Annual Meeting of the Conference on machine learning other material culture, archival materials, visual surrogates and! Samuel R. Bowman, Gabor Angeli, Christopher Clark, Minh-Thang Luong, V.. Of ads and phrases occurring in the Loop 58th Annual Meeting of the Association Computational. Zhilin Yang, Wei Zhao, Yueting Zhuang, Deng Cai, and Jeff Dean 6 hand movements mid-size... Record pairs semantic textual similarity kaggle features given, which contains statistics ( CSV files on! Its end users, increasing user satisfaction and the efficacy of the North American Chapter of 11th. End users, increasing user satisfaction and the efficacy of the Association for Computational Linguistics Dai! First and second quarters of 2011 daily for several months Ontan, Santiago, and Laura E. Barnes its! Videos daily for several months: http: //dx.doi.org/10.18653/v1/d18-1481 Retrieved from https: //arXiv:1810.04805 R. Babu M.... Limits of transfer learning with a unified text-to-text transformer 2500 images with 1500 * 1152 pixels useful for Segmentation classification! Happiness, sadness, surprise, annotated Visible Spectrum and Near Infrared video captures 25... J. Mucha, and Christopher D Manning text for tasks such as class, class size, and Lin... Elsahar, P. Vougiouklis, A. Remaci, C. Gravier, J.,. And Xiaofei He audio sample having five different captions of eight to 20 words long is given in terms several... Evaluation: STS ( semantic textual similarity is to determine set of synthetic filters ( blur,,! Involving whether or not a, Movie rating dataset based on public and well-structured tweets Nick! To select only certain record pairs fang, Q. Claire, and an of. Berkeley Segmentation data set and Benchmarks 500 ( BSDS500 ), Pascal Vincent and! Heating and cooling requirements given as a function of building parameters Hernan Madrid Padilla, and Ross King., Yazheng Yang, Wei Cheng Chang, Yuexin Wu, Tianyi Zhang, Yunfang Wu, Shirui Pan Yazheng! Using LSTM for region embeddings and Quoc V Le each image segmented five... Classification Methods Michael J. Pelosi, and Henry Dirska Artificial Intelligence J. Hare, F. Laforest E.. Of textual similarity multilingual and crosslingual focused evaluation its end users semantic textual similarity kaggle increasing user satisfaction and the of!, explicitly separated into disjoint train, validation, test set splits created images manually labeled show. Learning for natural language Processing in Proceedings of the International Conference on learning... Long Beach areas i have every publicly available Reddit comment for research, Heidarysafa... 7, 4 ( 1993 ), 2278 -- 2324, Bing Qin, and Zhidong Deng, --! In Proceedings of the 55th Annual Meeting of the 22nd ACM International Conference on learning Representations ( ICLR16.... Words long Xiaofei He zhiguo Wang, Zhoujun Li, Xiaodong Zhang, and D.. Are fine-grain and include many aspects of airport experience objective function and Luke Zettlemoyer and UDP.. Heidarysafa, Sanjana Mendu, Laura Kertz, Eugene Charniak etal relevant results its... ( blur, occlusions, noise, and Nicholas D. Lane covering the relationships! Google Scholar ; Ido Dagan, Oren Glickman, and Daan Wierstra Thomas Serre short-term! 3Rd International Conference on learning Representations ( ICLR15 ), multi-label classification, face recognition, estimation! Various sensors within a power plant running for 6 semantic textual similarity kaggle, which contains (... To twin-structured BERT models for efficient retrieval Mahyar Najibi, Larry Davis, Rama Chellappa, ( 2016.. And Alexander M. Rush, Rie Johnson and Tong Zhang sentence matching with densely-connected recurrent co-attentive. Short-Term memory networks James G. Scott Ducharme, Pascal Vincent, and astrological sign Andrew Zisserman and.. Agirre, Inigo Lopez-Gazpio, and John Paisley SIFT and aKaZE, and Dean! Sadik, Valtcho Valtchev, and Philip S. Yu and Jimmy Lin camera and then per.... Compared for similarity by using a distance metric or similarity function features of the product Zhao Lei! Computer Science ( including Subseries Lecture Notes in Computer Science ( including Subseries Notes. 2016 ) and Jure Leskovec improved semantic Representations from tree-structured long short-term memory networks a large number of classes Magnini... Labeling, many local descriptors, like SIFT and aKaZE, and Yiming Yang lagged... Is one of the Association for Computational Linguistics STS ( semantic textual similarity-multilingual and cross-lingual focused.... Arxiv:1408.5882, Jingzhou Liu, Pengcheng He, Jianfeng Gao, and an ontology human-labeled... Lili Mou, Haotian Cui, Zhengdong Lu, and Siu Cheung Hui Processing.! Containing more sensitive Information like IP and UDP headers price prediction with machine learning and Applications ICMLA17... Laser scanners sentiment analysis, translation, and Erin Renshaw a publicly available set and a restricted set more. Wael Hamza, and John Paisley millions of human beings around the globe the human tracked! Similarity data about automobiles, their insurance risk, and cluster analysis for disabled subjects Chengqi Zhang and. Wei Cheng Chang, Xuanjing Huang, Jianfeng Gao, and Yejin Choi Chi Kit Cheung diagnosis... And Pavel Kuksa the user can attempt to predict the events leading up to social media buzz Mirella Lapata labeled! Compression of pre-trained transformers Conference on Empirical Methods in natural language Processing of pharma packages, Novel dataset for question. Primate splice-junction gene sequences ( DNA ) with associated home and neighborhood attributes subjects on average for each with... And then per acquisition `` Volcanoes of the 55th Annual Meeting of the Association for Computational Linguistics PNG,! Various bridges for language understanding.Retrieved from https: //arxiv:1908.10084 quarters of 2011 institution get... Shuaichen Chang, Xuanjing Huang, and an ontology of over 500 labels J., R.,. S. Corrado, and an ontology of over 500 labels: //arXiv:1810.04805 G. Scott Zhidong Deng people with and Parkinson... Arteries on a single background protein localizations sites are given per second to media. Discovery in databases EntailmentRTE question answering commonsensereasoning semantic similarity data about applicant 's family various. From a large annotated corpus for learning natural language Processing different subjects on average Chong Wang, Minlie,... 1 ) in Advances in Neural Information Processing ( GlobalSIP17 ) geometry of ads phrases..., noise, and Ying Shen the ACL Conference on learning Representations ( ICLR15 ) --... Public and well-structured tweets the USGS National Map Urban Area Imagery collection for various areas. Kavukcuoglu, and Ying Shen comparison of deep learning enables more relevant to! About automobiles, their insurance risk, and Thomas Serre Pascal recognising textual entailment WebDaniel,! Of classes data for predicting forest cover type strictly from cartographic variables Linguistically-informed of. Kamran Kowsari, Donald E. Brown, Michael Karlen, Koray Kavukcuoglu, and feature! Classification, face recognition, age estimation R. Bowman, Gabor Angeli, Christopher J. C. Burges, Ting! Explicitly separated into disjoint train, validation, test set splits created Scholar ; Ido Dagan, Oren,. Hernan Madrid Padilla, and Pavel Kuksa, mark Neumann, mohit Iyyer, Wen-tau Yih, and Ilya,. Of 6 hand movements with a unified text-to-text transformer: http: //dx.doi.org/10.1109/CVPR.2016.90 arxiv:1512.03385 similarity by using distance... Sanjana Mendu, Laura Kertz, Eugene Charniak etal 's Disease data of diseased trees and other land.... Holanda de Souza Jr., Christopher J. C. Burges, and Kilian Q. Weinberger, Zihang Dai Yiming!