Notes:

I'm calling this my "research matrix". This listing is primarily focused on discovering and understanding tools, but shifts to higher level concepts when searching for tools, or better understanding, within the domain. It is in effect a semi-automated, annotated bibliography. Most terms, or combination of terms, representing concepts do not yet have Wikipedia entries; however, Wikipedia entries could be written from each of these lists. In other words, they are one or two steps away from becoming automated "Wikipedia" entries. The missing features are a robust sentence extractor, and a decent summarizer. Most simple sentence extractors work off of punctuation; what is needed here is a robust grammar checking sentence extractor (which may not exist yet). For that matter, good summarizers are also in their infancy.

References:

Autopedia: automatic domain-independent Wikipedia article generation (2011) [PDF] .. by Conglei Yao etc

Automated Article Generation Using the Web (2009) [PDF] .. thesis by Gaurang Patel

Automated Creation of Wikipedia Articles (2009) [PDF] .. thesis by Christina Sauper

Subdirectories:

Modules | People | Sentiment Analysis Tools | Statistical Packages | Tasks of NLP

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2APL (A Practical Agent Programming Language) 3APL (Artificial Autonomous Agents Programming Language) A4 (Agile Architecture and Autonomous Agents) ACOPOST (A COllection of POS Taggers) Active Learning & Dialog Systems Adaptive Dialog Systems AES (Automated Essay Scoring) Agent Building and Learning Environment (ABLE) AgentBuilder AgentFactory (Agent Factory Framework) AgentScape agentTool AI Engine AIML & Grammars AIML & LISP AIML & Prolog AIML 2011 | AIML 2010 | AIML 2009 | AIML 2008 | AIML 2007 | AIML 2006 | AIML 2005 | AIML 2004 | AIML 2003 | AIML 2002 | AIML 2001 | AIML 2000 AlchemyAPI Alicebot 2011 | Alicebot 2010 ALIPR (Automatic Linguistic Indexing of Pictures Realtime) AnCoraPipe APP (Apple Pie Parser) ARA (Agents for Remote Action) Ariadne Spoken Dialogue System ARMS (Agent-based Resource Management System) Artificial Brains Artificial Intelligence Middleware for Dialog Systems Artificial Moral Agents (AMAs) ASFR ATT-Meta Project Australasian Language Technology Association (ALTA) Australasian Speech Science and Technology Association (ASSTA) Automatic Metaphor AutoTutor BetterAccent Tutor BICA (Biologically Inspired Cognitive Architectures) Boeing Language Understanding Engine (BLUE) Boulder Language Technologies CALLAS Framework Case-based Reasoning & Dialog Systems CCG Parsers 2011 Chatbots 2011 | Chatbots 2010 Chatbots & SecondLife Chinese & Metaphor CLASSiC (Computational Learning in Adaptive Systems for Spoken Conversation) CLIPS (C Language Integrated Production System) Cloud Middleware Cloud Robotics Cognitive Agent that Learns and Organizes (CALO) Cognitive Architectures 2011 CogSketch COLLAGEN (COLLaborative AGENt) Computational Analogy Computational Discourse Computational Discourse Analysis Computational Dreaming Computational Humor Computational Metaphorics Computational Narrative Systems Computer Processable Language (CPL) ConceptNet ConcGrams Connectionist Expert System Connexor Machinese Construction Grammar & Dialog Systems Conversation Trees Conversational Agent (2011) | Conversational Agent (2010) Conversational Expert Conversational Interfaces 2011 Conversational Recommender Systems Conversational Systems Conversive Verbots CorMet (Metaphor Extraction System) Corpus Annotation Tools Corpus Workbench Cougaar (Cognitive Agent Architecture) CSG (Constraint-Based Synchronous Grammar) Cycorp 2011 DARE (Domain Analysis and Reuse Environment) DARX (Dynamic Agent Replication eXtension) Databases & Ontologies Daydreaming Machines DBpedia & Natural Language Agents (2011) DECReasoner Deep Reasoning Systems Diagnostic Expert Systems Dialog Grammars Dialog Manager Dialog Management Middleware Dialog Move Engines Dialog System Dialog System Architectures Dialog Systems & Concept Mapping Dialog Systems & Ontologies Dialog Trees 2011 | Dialog Trees 2010 DialogueView DIPPER (Dialogue Prototyping Equipment and Resources) Directed Dialog Systems DomoML DreamBank Drools 2011 eDrama (Virtual Drama) EMAA (Extensible Mobile Agent Architecture) EMBASSI Expert Systems Facial Expression Recognition FAUST (Formal Analysis Using Specification Tools) FSG (Finite State Grammar) & Dialog Systems FST (Finite State Transducers) Freebase & Agents (2011) Galaxy Communicator Generic Embodied Conversational Agent (GECA) Framework GISTexter Grammar Checkers & Dialog Systems Grammar Compilers & Dialog Systems Grammar Engines Grammar Parsers & Dialog Systems Grammar Recognition Grammar Recognizers Grammar Transformers Grammar Trees & Dialog Systems Grammatical Analysis & Dialog Systems Grammatical Inference Systems Grammatical Rules & Dialog Systems Grammatico-Semantic Analysis Graph-Based Knowledge Representation and Reasoning GRM Library GSL (Grammar Specification Language) Hamburg Metaphor Database HBP (Human Brain Project) 2011 HermiT Reasoner Holographic Neural Technology HPSG (Head-Driven Phrase Structure Grammar) & Dialog Systems HPSG Parsers HRI (Human-Robot Interaction) & Dialog Systems 2011 Hypothesis Generators Hypothesis Pruning IARPA 2011 | IARPA 2010 | IARPA 2009 IBM WebSphere Voice Toolkit IDN (Interactive Digital Narrative) IMPACT (Interactive Maryland Platform for Agents Collaborating Together) Inference Engines Inform7 INGENIAS Development Kit (IDK) INSCAPE (Interactive Storytelling for Creative People) INSPIRE (INfotainment management with SPeech Interaction via REmote microphones and telephone interfaces) Intelligent Tutoring System Interactive Fiction Interactive Narrative & Dialog Systems Interactive Narrative Systems  Interactive Question Answering Interactive Story Authoring Interactive Story Generation Interactive Storytelling IRSTLM (IRST Language Modeling) Toolkit Jabberwacky JAMES (Joint Action for Multimodal Embodied Social Systems) Java Inference Engine and Networked Interactor (JINNI) Java Information Retrieval System (JIRS) Jaspis JDE (Jack Development Environment) JADE (Java Agent DEvelopment Framework) Jadex Framework Jason IDE Java Intelligent Agent Componentware (JIAC) Jena Ontology API JESS (Java Expert System Shell) 2011 Jindigo JRDF (Java Resource Description Framework) Knowledge Representation and Reasoning (KR&R) LALR Parser Language Computer Corporation (LCC) Language Modeling & Dialog Systems 2011 Lexical Analysis & Dialog Systems Lexico-Grammatical Analysis LexInfo Linear Classifiers & Dialog Systems Linguistic Realizers Link Grammar & Dialog Systems Living Systems Technology Suite (LS/TS) LIWC (Linguistic Inquiry and Word Count) & Dialog Systems Loebner Prize 2011 | Loebner Prize 2010 Logical Form Alignment Lovotics LSA (Latent Semantic Analysis) & Dialog Systems LSI (Latent Semantic Indexing) & Dialog Systems LSM (Latent Semantic Mapping) Machine Learning & Chatbots Machine Reading Machine Translation & Dialog Systems 2011 Magentix MaltParser MARIE (Mobile and Autonomous Robotics Integration Environment) Master Metaphor List Maxent (Maximum Entropy Modeling Toolkit) 2011 MCMC (Markov Chain Monte Carlo) & Dialog Systems Medical Expert Systems MetaBank Metalude MetNet Metaphor & Cognition Metaphor Analysis Metaphor Extraction Metaphor Generation Metaphor Network Metaphor Project Metaphor-based Reasoning Middleware Surveys Midiki (MITRE Dialogue Kit) Mindmakers MindNet MIP (Metaphor Identification Procedure) Modular Grammar & Dialog Systems Monrai Cypher MorphAdorner Morphological Analyzers & Generators Mozart Programming System MultiNet (Multilayered Extended Semantic Networks) Multi-agent Platforms (MAPs) & Dialog Systems Multi-agent System Development Kit (MASDK) Multimodal Dialog Systems MundoCore N-gram Dialog Systems N-gram Grammars N-gram Transducers (NGT) N-grams & Tag Clouds Natural Language Interaction Natural Language & Ontologies NaturalOWL NEPOMUK Neurodatabase NLP Systems Evaluation NPCEditor Objectiver OntoGrate Ontological Engineering Ontology Design Patterns (ODP) Ontology Parsers Ontology-based QA Systems Open Agent Architecture (OAA) Open Text Summarizer OpenCalais 2011 OpenCCG (OpenNLP CCG Library) OpenCog OpenCyc 2011 OpenCyc & Dialog Systems OpenIRIS OpenNLP 2011 OpenOME (Organization Modelling Environment) OpenRules OWL API 2011 OWLJessKB OwlSpeak PAL Framework Pandorabots PASSI Toolkit (PTK) Personality Engineering PIAVCA (Platform Independent API for Virtual Characters and Avatars) Plagiarism Checkers PLOW (Procedure Learning on the Web) PLSA (Probabilistic Latent Semantic Analysis) & Dialog Systems POLINT-112-SMS POMDP (Partially Observable Markov Decision Process) & Dialog Systems Porter Stemmer Poweraqua Precision Grammars Probabilistic Consistency Engine (PCE) Probabilistic Graphical Models & Dialog Systems Project Halo Prometheus Design Tool (PDT) Psyclone AIOS QALL-ME Question Generation Question Generators Question Semantic Representation (QSR) RADAR (Reflective Agents with Distributed Adaptive Reasoning) RBMT (Rule-Based Machine Translation) & Dialog Systems RCS (Real-time Control System) Cognitive Architecture RDF & AIML RDFizers RealTravel Regulus ResearchCyc RST (Rhetorical Structure Theory) & Dialog Systems Robot Dreams Robot Software Communications Architecture (RSCA) Robopsychology Citations Robotics Middleware RT-Middleware Rule Responders Rule-based Language Modeling SceneMaker Selectional Preference Learning Semantic Grammars & Dialog Systems Semantic Networks & Dialog Systems Semantic Tags & Dialog Systems Semantic Web Reasoning SemanticQA SemEval SemEval & Metaphors Sensitive Artificial Listener (SAL) Sentence Extractor Sentence Grammaticality Sentence Parsers & Dialog Systems Sentence Recognizer Sentence Splitter 2011 Sesame & Dialog Systems Smart Home Dialog Systems 2011 | Smart Home Dialog Systems 2010 SmartKom SME (Structure Mapping Engine) 2011 Snowball 2011 SPADE (Smart Python multi-Agent Development Environment) SPARK (SRI Procedural Agent Realization Kit) SPARQL & Dialog Systems SPARQL & Natural Language Generation SPARQL & Natural Language Question Answering (2011) SpeechBuilder SpeechBuilder Grammars Speech Grammars 2011 Speech Recognizers SPG (Statistical Paraphrase Generation) SRI Gemini SRILM (SRI Language Modeling Toolkit) 2011 Statistical Classification & Dialog Systems SMT (Statistical Machine Translation) & Dialog Systems 2011 Stelarc Prosthetic Head Stemming Algorithms Story Generator Algorithms Storytelling Systems Suggested Upper Merged Ontology (SUMO) & Dialog Systems Syntactic Grammars & Dialog Systems Syntactic Normalization Talking Agents Talking Heads Talking Heads & Dialog Systems TcruziKB Teachable Agent Template Grammars & Dialog Systems Texai Text Analysis Conference (TAC) Text Normalization & Dialog Systems Text Normalizers Thinking Head Project TiMBL (Tilburg Memory Based Learner) & Dialog Systems Tool for Agent Oriented Modeling for Eclipse (TAOM4E) Transmedia Storytelling TRINDIKit (Task oRiented Instructional Dialogue Toolkit) TrueKnowledge TTSCS (Text-to-scene Conversion Systems) TuTalk Uncanny Valley UPnP Robot Middleware Virtual Human Toolkit Virtual Nurses Virtual Patients Virtual Storytelling VisualSoar Vivox & SecondLife WikipediaMiner WITAS Robotic Dialog Environment (RDE) WordNet & Dialog Systems (2011) XML Grammar & Dialog Systems YARP (Yet Another Robot Platform) YourQA (York Question Answering System) ZMET (Zaltman Metaphor Elicitation Technique)