Update continual-re-taxonomy.json

continual-re-taxonomy.json

@@ -1,401 +1,26 @@
-{
- "name": "NLP",
- "children": [
-  {
-   "name": "Image and Video Processing",
-   "children": [
-    {"name": "Image Captioning"},
-    {"name": "Video Captioning"},
-    {"name": "Optical Character Recognition (OCR)"},
-    {"name": "Sign Language and 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": "Active Learning"},
-    {"name": "Adversarial Learning"}    
-   ]
-  },
-  {
-   "name": "Model Architectures",
-   "children": [
-    {"name": "Transformer Models"},
-    {
-     "name": "Recurrent Neural Networks (RNNs)",
-     "children": [
-     {"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": "Finite State Machines"
-  },
-   
-  {
-    "name": "Multilingual NLP"
-  },
-
-  {
-    "name": "Cross-lingual Application"
-  },
-   
-  {
-    "name": "Bilingual Lexicon Induction (BLI)"
-  },
-  
-  {
-    "name": "Low-resource Languages"
-  },
-   
-  {
-   "name": "Classification Applications",
-   "children": [
-    {"name": "Multilabel Text Classification"},
-    {"name": "Hate and Offensive Speech Detection"},
-    {"name": "Intent Detection"},
-    {"name": "Email Spam and Phishing Detection"},
-    {"name": "Plagiarism Detection"},
-    {"name": "Disfluency Detection"},
-    {
-     "name": "Misinformation Detection",
-     "children": [
-      {"name": "Fake News Detection"},
-      {"name": "Fake Review Detection"}
-     ]
-    },
-    {"name": "Rumor Detection"},
-    {"name": "Claim Verification"},
-    {"name": "Emotion 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": "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": "Knowledge Base QA"},
-    {"name": "Long Form QA"}
-   ]
-  },
-  {
-   "name": "Domain-specific NLP",
-   "children": [
-    {
-     "name": "Medical and Clinical NLP",
-     "children": [
-      {"name": "NLP for Mental Health"},
-      {"name": "Biomedical NLP"}
-     ]
-    },
-    {
-      "name": "NLP for News and Media",
-      "children":[
-        {"name": "NLP for Social Media"}
-      ]
-    },
-    {"name": "NLP for Climate"},
-    {"name": "NLP for the Legal Domain"},
-    {"name": "NLP for Finance"},
-    {"name": "NLP for Arts",
+={
+    "name": "Continual Relation Extraction",
     "children": [
-        {"name": "NLP for Music"},
-        {"name": "NLP for Literature"}
-    ]},
-    {"name": "NLP for Politics"},
-    {"name": "NLP for Education"},
-    {
-     "name": "NLP for Bibliometrics and Scientometrics",
-     "children": [
-         {"name": "Citation Analysis"}
-        ]
-    }
-    ]
-    },
-    {
-        "name": "Adversarial Attacks and Robustness",
-        "children": [
-         {"name": "Backdoor Attacks"}
-         ]
-    },
-
-    {
-        "name": "Commonsense Reasoning"
-    },
-    {
-        "name": "Automated Essay Scoring"
-    },
-    {
-        "name": "Discourse Analysis"
-    },
-    {
-        "name": "Audio Generation and Processing",
-        "children":[
-          {"name": "Automatic Speech Recognition (ASR)"},
-          {"name": "Speech Synthesis"}
-        ]
-    },
-    {
-        "name": "Prompt Engineering"
-    },
-    {
-        "name": "Authorship Verification"
-    },
-    {
-        "name": "Acronyms and Abbreviations Detection and Expansion"
-    },
-    {
-        "name": "Text Clustering"
-    },
-    {
-        "name": "Topic Modeling"
-    },
-    {
-        "name": "Evaluation Techniques"
-    },
      {
-        "name": "Ethics"
-    },
-
-    
-    {"name": "Biases in NLP",
-    "children": [
-          {"name": "Gender Bias"},
-          {"name": "Bias Detection"}
-         ]
-    },
-    {
-        "name": "Argument Mining"
-    },
-    {
-        "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": " Text-to-SQL"},
-            {"name": "Story Generation",
-            "children": [
-                {"name": "Narrative Plot in Storytelling"}
-                ]
-            },
-            {"name": "Paraphrase and Rephrase Generation"},
-            {"name": "Lyrics Generation"},
-            {"name": "Poetry Generation"},
-            {"name": "Text Style Transfer"},
-            {"name": "Text Simplification"},
-            {"name": "Data-to-Text Generation",
-            "children": [
-                {"name": "Table-to-Text Generation"}
-                ]
-            }
-           ]
-       },
-    {
-        "name": "Data Management and Generation",
-        "children": [
-         {"name": "Data Analysis"},
-         {"name": "Data Preparation",
-         "children": [
-             {"name": "Annotation Processes"}
-             ]
-         },
-         {"name": "Data Augmentation"}
-        ]
-    },
-   
-    {
-        "name": "Information Retrieval",
-        "children": [
-         {"name": "Information Filtering",
-           "children":[
-             {"name": "Recommender Systems"}
-           ]
-         },
-         {"name": "Search Engines"}
-        ]
-    },
-   
-    {
-        "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": "Hypernymy Extraction"}
-        ]
-    },
-    {
-        "name": "Error Detection and Correction",
-        "children": [
-         {"name": "Grammatical Error Correction (GEC)"}
-        ]
-    },
-    {
-        "name": "Knowledge Representation and Reasoning",
-        "children": [
-         {"name": "Semantic Web"},
-         {"name": "Knowledge Graphs"},
-         {"name": "Taxonomy Construction"},
-         {"name": "Ontologies",
+      "name": "Continual Learning",
+      "children": [
+       {"name": "Continual Learning"},
+       {"name": "Lifelong Learning"},
+       {"name": "Incremental Learning"},
+       {"name": "Continuous Learning"},
+       {"name": "Online Learning"}
+      ]
+     },
+     {
+         "name": "Relation Extraction",
          "children": [
-             {"name": "Ontology Construction"},
-             {"name": "Ontology Matching"},
-             {"name": "Ontology Extension "}
-             ]
-         },
-         {"name": "Multihop Reasoning"},
-         {"name": "Link Prediction"},
-         {"name": "Abstract Meaning Representation (AMR)"}
-        ]
-    },
-    {
-        "name": "Figurative Language",
-        "children": [
-         {"name": "Idiomatic Expressions"},
-         {"name": "Metaphors"}
-        ]
-    },
-
-    {
-        "name": "Software Development"
-    },
-
-    {
-        "name": "Infrastructure or Platform Development"
-    },
-
-    {
-        "name": "Explainability and Interpretability"
-    },
-
-    {
-        "name": "Natural Language Inference (NLI)"
-    },
-
-    {
-        "name": "Human-machine Interaction"
-    },
-
-    {
-        "name": "Robotics"
-    }
+          {"name": "Relation Extraction"},
+          {"name": "Relation Discovery"},
+          {"name": "Relationship Extraction"},
+          {"name": "Relation Detection"},
+          {"name": "Dynamic Relation Extraction"}
+         ]
+        }
 
-]
+    ]
 }