Blog Directory
Top level » Software » Natural Language Processing & Information Extraction Annotation tools   Conversational agents (dialog systems and chatbots)   Coreference resolution   Datasets Question Answering (QA), Catalogs/lists, Sentiment Analysis and Opinion Mining, ... Distributional semantics   Document Classification & Categorization   Document Parsers & Cleaners   Extraction & Summarization Temporal taggers Frameworks   Knowledge Bases & Knowledge Base Completion   Language Modelling/Generation/Detection   Machine Translation Statistical systems, Rule-based systems, Example-based systems, ... Morphology and Stemming   Ontologies/Encyclopedias & Semantic Web   Paraphrasing   Parsing & Tagging Constituency and Dependency Parsers, Named Entity Recognizers (NER), Part of Speech (POS) tagging, ... Question Answering (QA) Slot filling, Question generation Reasoning & Inference & Rule Engines   Search Engines Crawlers, Forward & Graph Indices, Indri & Lemur, ... Sentiment analysis   Toolkits & Frameworks   Topic Modelling   Various "banks" WordNet, FrameNet Word and document embeddings   Word segmentation/tokenization   Word Sense Disambiguation (WSD)     A curated list of machine learning and NLP software   A Survey of Text Mining Architectures and the UIMA Standard.  Mathias Bank, Martin Schierle A what-to-use diagram (and a blog post) for opensource NLP software   Deep learning for NLP in PyTorch   DeepNLP-models-Pytorch   - Pytorch implementations of various Deep NLP models in cs-224n (Stanford Univ: NLP with Deep Learning). DKPRO a set of useful open-source UIMA components   English Parser Evaluation Corpus   - dependency-parser evaluation data GramLab   - free and open source linguistic tools for the processing of textual information. Implementation of the Brown hierarchical word clustering algorithm.  Percy Liang Intelligent Archive   Practical PyTorch   Semantic Matching   - Semantic matching is a type of ontology matching technique that relies on semantic information encoded in lightweight ontologies to identify nodes that are semantically related in graph-like structures. Stanford's Tregex   - a utility for matching patterns in trees, based on tree relationships and regular expression matches on nodes (the name is short for "tree regular expressions"). TextCat   - a language guesser and text categorizer. UW SPF - The University of Washington Semantic Parsing Framework   warp-ctc   - A fast parallel implementation of Connectionist Temporal Classification (CTC), on both CPU and GPU.