Blog Directory
Top level » Natural Language Processing and Computational Linguistics Natural Language Processing (NLP) is a field of computer science concerned with automatic processing of the language. The modern NLP approaches heavily rely on statistics. Read more Anti-spam techniques   Data Sets and Test Collections Question Answering (QA), Catalogs/lists, Sentiment Analysis and Opinion Mining, ... Discourse segmentation   Entity linking   Inference   Information Extraction Temporal taggers, Knowledge Bases Keyphrase detection   Language Models Software Language Models in IR Temporal Models Machine translation Software Metaphor detection   Morphology and Stemming   Natural language generation   NLP pipelines & annotation indexing   Paraphrasing & Textual Entailment   Parsing & Tagging Named-entity Recognition (NER), Constituency and Dependency Parsers, Finite State Parsing, ... Question Answering (QA) Conversational agents (dialog systems and chatbots), Retrieval-based Question Answering Semantics   Sentiment analysis   Slot filling   Software Parsing & Tagging, Machine Translation, Extraction & Summarization, ... Speech Recognition End-to-end neural network systems, Tutorials, Acoustic modeling Spell-checking   Topic modelling   Tutorials   Word Embeddings   Word Sense Disambiguation (WSD)         A Primer on Neural Network Models for Natural Language Processing  Yoav Goldberg ACL Anthology   - A Digital Archive of Research Papers in Computational Linguistics Awesome NLP  Keon Kim Challenges of Chineese Language Processing  Ken Hu Chinese Natural Language Processing Resources   Deep learning resources for NLP   Empiricism is not a matter of faith  Ted Pedersen Gavagai Living Lexicon   - an online lexicon that gives you access to the knowledge our distributional semantic models gather about terms in language as it is used by people in every corner of the known world. MatchZoo   - a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models. N-gram Statistics in English and Chinese: Similarities and Differences  Stewart Yang, Hongjun Zhu, Ariel Apostoli, Pei Cao Natural Language Processing (Almost) from Scratch  Ronan Collobert, Jason Weston, Leon Bottou, Michael Karlen Koray Kavukcuoglu, Pavel Kuksa Natural Language Understanding Wiki   Resources for BioNLP   Text Summarization Based on Thematic Representation of Texts  Loukachevitch N. The Natural Language Processing Dictionary  Bill Wilson