自然语言处理必读论文！涵盖主流研究方向！

【文件属性】：
文件名称：自然语言处理必读论文！涵盖主流研究方向！
文件大小：37.19MB
文件格式：RAR
更新时间：2023-10-16 08:42:53
自然语言处理 文本挖掘 机器翻译 聚类&词向量 论文 自然语言处理必读论文 聚类&词向量 主题模型 语言模型 分割、标注、解析 序列模型、信息抽取 机器翻译， seq2seq模型 指代消歧 自动文本总结 问答系统、阅读理解 生成模型、强化学习 机器学习 神经网络模型 转载：http://blog.csdn.net/weixin_40400177/article/details/103485753 侵删！！！

【文件预览】：
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)