自然语言处理.rar （74个子文件） 
自然语言处理 分割、标注、解析 
Globally Normalized Transition-Based Neural Networks.pdf 168KB Grammar as a Foreign Language.pdf 150KB Corpus-Based Induction of Syntactic Structure Models of Dependency and Constituency..pdf 410KB Deterministic dependency parsing of English text.pdf 242KB A Maximum Entropy Model for Part-Of-Speech Tagging.pdf 600KB Discriminative Training Methods for Hidden Markov Models Theory and Experiments with Perceptron Algorithms.pdf 269KB A Maximum-Entropy-Inspired Parser.pdf 785KB Non-projective dependency parsing using spanning tree algorithms.pdf 100KB Accurate unlexicalized parsing.pdf 83KB Structural Ambiguity and Lexical Relations.pdf 1.09MB 指代消歧 Supervised noun phrase coreference research The first fifteen years.pdf 224KB End-to-end Neural Coreference Resolution.pdf 226KB 主题模型 Probabilistic Latent Semantic Indexing.pdf 214KB Latent Dirichlet Allocation.pdf 1.53MB 生成模型、强化学习 Sequence Level Training with Recurrent Neural Networks.pdf 1.63MB Deep Reinforcement Learning for Dialogue Generation.pdf 5MB SeqGAN Sequence Generative Adversarial Nets with Policy Gradient.pdf 806KB 自动文本总结 Multi-Document Summarization by Maximizing Informative Content-Words.pdf 160KB A Neural Attention Model for Sentence Summarization.pdf 616KB Summarization beyond sentence extraction a probabilistic approach to sentence compression.pdf 147KB A Study of Global Inference Algorithms in Multi-document Summarization.pdf 185KB Modelling Compression with Discourse Constraints.pdf 84KB 神经网络模型 Character-level Convolutional Networks for Text Classification.pdf 296KB BERT Pre-training of Deep Bidirectional Transformers for Language Understanding.pdf 578KB Dynamic_Pooling_and_Unfolding_Recursive_Autoencode.pdf 946KB Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank.pdf 1.25MB Convolutional Neural Networks for Sentence Classification.pdf 236KB UnderstandingLSTMNetworks.pdf 391KB Natural Language Processing (almost) from Scratch.pdf 758KB Deep contextualized word representations.pdf 416KB 序列模型、信息抽取 Bidirectional LSTM-CRF Models for Sequence Tagging.pdf 297KB End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF.pdf 330KB Discovering word senses from text.pdf 119KB Distant supervision for relation extraction without labeled data.pdf 220KB Unsupervised Models for Named Entity Classification.pdf 144KB Automatic Acquisition of Hyponyms from Large Text Corpora.pdf 494KB 机器学习 Bayesian Inference with Tears.pdf 788KB Combining Labeled and Unlabeled Data with Co-Training.pdf 208KB An Introduction to Conditional Random Fields for Relational Learning.pdf 405KB Why Should I Trust You Explaining the Predictions of Any Classifier.pdf 4.1MB Text Classification from Labeled and Unlabeled Documents using EM.pdf 410KB Conditional Random Fields Probabilistic Models for Segmenting and Labeling Sequence Data.pdf 174KB 聚类&词向量 Efficient Estimation of Word Representations in Vector Space.pdf 223KB Class-Based_n-gram_Models_of_Natural_Language.pdf 228KB Glove_Global_Vectors_for_Word_Representation.pdf 2.58MB Distributed_Representations_of_Words_and_Phrases_a.pdf 162KB Enriching Word Vectors with Subword Information.pdf 2.26MB Distributed Representations of Sentences and Documents.pdf 286KB Skip-Thought Vectors.pdf 1.3MB 机器翻译， seq2seq模型 Neural Machine Translation of Rare Words with Subword Units.pdf 420KB Sequence to Sequence Learning with Neural Networks.pdf 109KB Statistical Phrase-Based Translation.pdf 511KB Machine Transliteration.pdf 593KB Stochastic Inversion Transduction Grammars and Bilingual Parsing of Parallel Corpora.pdf 1.62MB The Web as a Parallel Corpus.pdf 354KB BLEU a Method for Automatic Evaluation of Machine Translation.pdf 311KB A Statistical Approach to Machine Translation.pdf 660KB Googles Neural Machine Translation System Bridging the Gap between Human and Machine Translation.pdf 1.61MB Effective Approaches to Attention-based Neural Machine Translation.pdf 244KB A Statistical MT Tutorial Workbook.pdf 239KB A hierarchical phrase-based model for statistical machine translation.pdf 202KB A Neural Conversational Model.pdf 81KB Convolutional Sequence to Sequence Learning.pdf 560KB The Alignment Template Approach to Statistical Machine Translation.pdf 498KB Neural Machine Translation by Jointly Learning to Align and Translate.pdf 434KB 问答系统、阅读理解 Bi-Directional Attention Flow for Machine Comprehension.pdf 615KB SQuAD_100000_Questions_for_Machine_Comprehension_o.pdf 456KB 语言模型 An Empirical Study of Smoothing Techniques for Language Modeling.pdf 227KB A bit of progress in language modeling.pdf 356KB A Bayesian Interpretation of Interpolated Kneser-Ney.pdf 1.23MB Character-Aware Neural Language Models.pdf 469KB The Unreasonable Effectiveness of Recurrent Neural Networks.pdf 3.71MB A Neural Probabilistic Language Model..pdf 137KB A hierarchical Bayesian language model based on Pitman-Yor processes.pdf 156KB资源评论
