Categorization of tasks studied. Note that the matrix factorization (MF) category includes text-based recommender systems.
| Cat . | Tasks Included . |
|---|---|
| TC | Text classification tasks like sentiment analysis, hate speech detection, propaganda detection, etc. |
| NER | Semantic sequence labeling tasks like NER, event extraction, etc. |
| POS | Syntactic sequence labeling tasks like POS tagging, chunking, etc. |
| NLI | Natural language inference, NLU Tasks recast as NLI (e.g., GLUE) |
| SP | Structured prediction tasks such as entity and event coreference |
| WSD | Word sense disambiguation |
| TRN | Text ranking tasks (e.g., search) |
| TRG | Text regression tasks |
| RC | Reading comprehension |
| MF | Matrix factorization |
| LI | Lexicon induction |
| SLU | Spoken language understanding |
| Cat . | Tasks Included . |
|---|---|
| TC | Text classification tasks like sentiment analysis, hate speech detection, propaganda detection, etc. |
| NER | Semantic sequence labeling tasks like NER, event extraction, etc. |
| POS | Syntactic sequence labeling tasks like POS tagging, chunking, etc. |
| NLI | Natural language inference, NLU Tasks recast as NLI (e.g., GLUE) |
| SP | Structured prediction tasks such as entity and event coreference |
| WSD | Word sense disambiguation |
| TRN | Text ranking tasks (e.g., search) |
| TRG | Text regression tasks |
| RC | Reading comprehension |
| MF | Matrix factorization |
| LI | Lexicon induction |
| SLU | Spoken language understanding |