Upload taxonomy.json

taxonomy.json

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+{
+ "name": "NLP",
+ "children": [
+  {
+   "name": "Image and Video Processing",
+   "children": [
+    {"name": "Image Captioning"},
+    {"name": "Video Captioning"},
+    {"name": "Audio-Visual Scene Understanding"},
+    {"name": "Optical Character Recognition (OCR)"},
+    {"name": "Sign Language Recognition",
+    "children": [
+        {"name": "Fingerspelling Recognition"}
+        ]
+    },
+    {"name": "Document Layout Analysis (DLA)"}
+   ]
+  },
+  {
+   "name": "Machine Translation (MT)",
+   "children": [
+    {"name": "Rule-based MT (RBMT)"},
+    {"name": "Statistical MT (SMT)"},
+    {"name": "Neural MT (NMT)"}
+   ]
+  },
+  {
+   "name": "Learning Paradigms",
+   "children": [
+    {"name": "Multimodal Learning"},
+    {"name": "Transfer Learning"},
+    {"name": "Few-shot Learning"},
+    {"name": "Reinforcement Learning"},
+    {"name": "Supervised Learning"},
+    {"name": "Unsupervised Learning"},
+    {"name": "Private Differential Federated Learning"},
+    {"name": "Active Learning"},
+    {"name": "Adversarial Learning"}    
+   ]
+  },
+  {
+   "name": "Model Architectures",
+   "children": [
+    {"name": "Transformer Models"},
+    {"name": "Recurrent Neural Networks (RNNs)"},
+    {"name": "Long Short-Term Memory (LSTM) Models"},
+    {"name": "Large Language Models (LLMs)"},
+    {"name": "Graph Neural Networks (GNNs)"},
+    {"name": "Latent Dirichlet Allocation (LDA)"}
+   ]
+  },
+  {
+   "name": "Multi-agent Communication Systems",
+   "children": [
+    {"name": "Intelligent Agents"}
+   ]
+  },
+  {
+    "name": "Logic Circuits",
+    "children": [
+     {"name": "Finite State Machines"}
+    ]
+   },
+  {
+   "name": "Multilingual NLP",
+   "children": [
+    {"name": "Cross-lingual Application"},
+    {"name": "Bilingual Lexicon Induction (BLI)"},
+    {"name": "Low-resource Languages"}
+   ]
+  },
+  {
+   "name": "Classification Applications",
+   "children": [
+    {"name": "Multilabel Text Classification"},
+    {"name": "Domain Classification"},
+    {"name": "Hate and Offensive Speech Detection"},
+    {"name": "Intent Detection"},
+    {"name": "Email Spam and Phishing Detection"},
+    {"name": "Plagiarism Detection"},
+    {"name": "Disfluency Detection"},
+    {
+     "name": "Misnformation Detection",
+     "children": [
+      {"name": "Fake News Detection"},
+      {"name": "Fake Review Detection"}
+     ]
+    },
+    {"name": "Rumor Detection"},
+    {"name": "Claim Verification"},
+    {
+     "name": "Emotion Detection",
+     "children": [
+      {"name": "Speech Emotion Recognition"}
+     ]
+    },
+    {"name": "Mention Detection"},
+    {"name": "Sarcasm Detection"},
+    {"name": "Humor Detection"},
+    {"name": "Stance Detection"},
+    {"name": "Personality Trait Prediction"},
+    {"name": "Author Detection"},
+    {"name": "Irony Detection"},
+    {
+     "name": "Sentiment Analysis (SA)",
+     "children": [
+      {"name": "Aspect-Based SA (ABSA)"}
+      ]
+    },
+    {"name": "Hope Speech Detection"}
+   ]
+  },
+  {
+   "name": "Dialogue Systems",
+   "children": [
+    {"name": "Open Domain Dialogue Systems"},
+    {
+     "name": "Conversational Agents",
+     "children": [
+     {"name": "Chatbots"}
+     ]
+    },
+    {"name": "Dialogue State Tracking (DST)"},
+    {"name": "Response Generation"}
+   ]
+  },
+  {
+   "name": "Question Answering (QA)",
+   "children": [
+    {"name": "Visual QA (VQA)"},
+    {"name": "Open-Domain QA"},
+    {"name": "Multiple Choice QA (MCQA)"},
+    {"name": "Community QA"},
+    {"name": "Mathematical QA"},
+    {"name": "Science QA"},
+    {"name": "Knowledge Base QA"},
+    {"name": "Generative QA"},
+    {"name": "Long Form QA"},
+    {"name": "Logical Reasoning QA"}
+   ]
+  },
+  {
+   "name": "Domain-specific NLP",
+   "children": [
+    {
+     "name": "Medical and Clinical NLP",
+     "children": [
+      {"name": "NLP for Mental Health"},
+      {"name": "Biomedical NLP"}
+     ]
+    },
+    {"name": "NLP for Social Media"},
+    {"name": "NLP for Climate"},
+    {"name": "NLP for the Legal Domain"},
+    {"name": "NLP for Finance"},
+    {
+     "name": "NLP for Bibliometrics and Scientometrics",
+     "children": [
+         {"name": "Citation Analysis"}
+        ]
+    }
+    ]
+    },
+    {
+        "name": "Adversarial Robustness",
+        "children": [
+         {"name": "Adversarial Attacks",
+         "children": [
+             {"name": "Backdoor Attacks"}
+             ]
+         }
+        ]
+    },
+    {
+        "name": "Biases in NLP",
+        "children": [
+        {"name": "Gender Bias"},
+        {"name": "Bias Detection"}
+        ]
+    },
+    {
+        "name": "Commonsense Reasoning"
+    },
+    {
+        "name": "Automated Essay Scoring"
+    },
+    {
+        "name": "Discourse Analysis"
+    },
+    {
+        "name": "Authorship Verification"
+    },
+    {
+        "name": "Automatic Speech Recognition (ASR)"
+    },
+    {
+        "name": "Acronyms and Abbreviations Detection and Expansion"
+    },
+    {
+        "name": "Text Clustering"
+    },
+    {
+        "name": "Topic Modeling"
+    },
+    {
+        "name": "Evaluation Techniques"
+    },
+    {
+        "name": "Arguments Analysis"
+    },
+    {
+        "name": "Abstract Meaning Representation (AMR)"
+    },
+    {
+        "name": "Embeddings",
+        "children": [
+         {"name": "Word Embeddings"},
+         {"name": "Sentence Embeddings"}
+        ]
+    },
+    {
+        "name": "Parsing",
+        "children": [
+         {"name": "Discourse Parsing"},
+         {"name": "Semantic Parsing",
+         "children": [
+             {"name": "Semantic Role Labeling"}
+             ]
+         },
+         {"name": "Morphological Parsing"},
+         {"name": "Syntactic Parsing",
+         "children": [
+             {"name": "Constituency Parsing"},
+             {"name": "Dependency Parsing"}
+             ]
+         }
+        ]
+    },
+    {
+        "name": "Text Preprocessing",
+        "children": [
+         {"name": "Text Segmentation",
+         "children": [
+             {"name": "Word Segmentation"},
+             {"name": "Sentence Segmentation"}
+             ]
+         },
+         {"name": "Part-of-Speech (POS) Tagging"}
+        ]
+    },
+    {
+        "name": "Text Generation",
+        "children": [
+         {"name": "Query Generation",
+         "children": [
+             {"name": "SQL Query Generation"}
+             ]
+         },
+         {"name": "Story Generation",
+         "children": [
+             {"name": "Narrative Plot in Storytelling"}
+             ]
+         },
+         {"name": "Paraphrase Generation"},
+         {"name": "Writing and Editing Revisions"},
+         {"name": "Lyrics Generation"},
+         {"name": "Poetry Generation"},
+         {"name": "Text Style Transfer",
+         "children": [
+             {"name": "Text Style Transfer for Formality and Content"}
+             ]
+         },
+         {"name": "Text Simplification"},
+         {"name": "Data-to-Text Generation"},
+         {"name": "Table-to-Text Generation"},
+         {"name": "Context-to-Text Generation"},
+         {"name": "Conditional Text Generation"}
+        ]
+    },
+    {
+        "name": "Data Management and Generation",
+        "children": [
+         {"name": "Data Preparation",
+         "children": [
+             {"name": "Annotations Processes"}
+             ]
+         },
+         {"name": "Data Augmentation"},
+         {"name": "Ontologies",
+         "children": [
+             {"name": "Ontology Construction"},
+             {"name": "Ontology Matching"},
+             {"name": "Ontology Expansion"}
+             ]
+         },
+         {"name": "Taxonomy Construction"}
+        ]
+    },
+    {
+        "name": "Information Filtering",
+        "children": [
+         {"name": "Recommender Systems"}
+        ]
+    },
+    {
+        "name": "Language Change Analysis",
+        "children": [
+         {"name": "Semantic Change Analysis"}
+        ]
+    },
+    {
+        "name": "Automatic Text Summarization",
+        "children": [
+         {"name": "Abstractive Text Summarization"},
+         {"name": "Extractive Text Summarization"},
+         {"name": "Document Summarization",
+         "children": [
+             {"name": "Multi-document Summarization"},
+             {"name": "Scientific Document Summarization"}
+             ]
+         }
+        ]
+    },
+    {
+        "name": "Information Extraction",
+        "children": [
+         {"name": "Named Entity Recognition (NER)",
+         "children": [
+             {"name": "NER for Nested Entities"}
+             ]
+         },
+         {"name": "Entity Linking"},
+         {"name": "Event Extraction"},
+         {"name": "Temporal Event Understanding"},
+         {"name": "Coreference Resolution"},
+         {"name": "Anaphora Resolution"},
+         {"name": "Word Sense Disambiguation (WSD)"},
+         {"name": "Relation Extraction",
+         "children": [
+             {"name": "Causality Relations Extraction"}
+             ]
+         },
+         {"name": "Dense Retrieval Ranking"},
+         {"name": "Hypernymy Extraction"},
+         {"name": "Opinion Mining"}
+        ]
+    },
+    {
+        "name": "Error Detection and Correction",
+        "children": [
+         {"name": "Grammatical Error Correction (GEC)"},
+         {"name": "Spelling Correction"}
+        ]
+    },
+    {
+        "name": "Knowledge Representation and Reasoning",
+        "children": [
+         {"name": "Knowledge Graphs"},
+         {"name": "Multihop Reasoning"},
+         {"name": "Link Prediction"},
+         {"name": "Abstract Meaning Representation (AMR)"}
+        ]
+    },
+    {
+        "name": "Figurative Language",
+        "children": [
+         {"name": "Idiomatic Expressions"},
+         {"name": "Metaphors"}
+        ]
+    }
+
+
+]
+}