Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Handwritten Text Recognition Handwritten Text Recognition (HTR) is the task of automatica… | 139 | 46 |
| Paraphrase Identification The goal of Paraphrase Identification is to determine whethe… | 172 | 44 |
| Natural Language Understanding Natural Language Understanding is an important field of Natu… | 1,978 | 42 |
| Question Generation The goal of Question Generation is to generate a valid and f… | 664 | 42 |
| Mathematical Reasoning | 805 | 41 |
| Fact Verification Fact verification, also called "fact checking", is a process… | 216 | 41 |
| Cross-Lingual Document Classification Cross-lingual document classification refers to the task of … | 25 | 41 |
| Semantic Role Labeling Semantic role labeling aims to model the predicate-argument … | 620 | 40 |
| Constituency Parsing Constituency parsing aims to extract a constituency-based pa… | 204 | 40 |
| Long-Context Understanding | 81 | 39 |
| Spoken Language Understanding | 550 | 36 |
| Malware Classification Malware Classification is the process of assigning a malware… | 146 | 35 |
| Text Clustering Grouping a set of texts in such a way that objects in the sa… | 123 | 34 |
| Relation Classification Relation Classification is the task of identifying the seman… | 445 | 33 |
| Fake News Detection Fake News Detection is a natural language processing task th… | 490 | 31 |
| DeepFake Detection DeepFake Detection is the task of detecting fake videos or i… | 580 | 30 |
| Document Layout Analysis "Document Layout Analysis is performed to determine physical… | 99 | 30 |
| Stance Detection Stance detection is the extraction of a subject's reaction t… | 343 | 28 |
| Code Completion | 212 | 28 |
| Emotion Interpretation | 6 | 26 |
| Entity Typing Entity Typing is an important task in text analysis. Assigni… | 170 | 25 |
| Chunking Chunking, also known as shallow parsing, identifies continuo… | 447 | 24 |
| Emotional Intelligence Emotional Intelligence (EI) is a measure of "The ability to … | 77 | 24 |
| Subjectivity Analysis A related task to sentiment analysis is the subjectivity ana… | 63 | 24 |
| Meme Classification Meme classification refers to the task of classifying intern… | 59 | 24 |
| Hypernym Discovery Given a corpus and a target term (hyponym), the task of hype… | 33 | 23 |
| Semantic entity labeling - One of Form Understanding task (Word grouping, Semantic en… | 14 | 23 |
| Extractive Text Summarization Given a document, selecting a subset of the words or sentenc… | 95 | 22 |
| Causal Inference Causal inference is the task of drawing a conclusion about a… | 1,722 | 21 |
| Table-to-Text Generation Here is the provided data converted into a table format for … | 68 | 21 |
| Open-Domain Dialog | 60 | 21 |
| Table Recognition Table recognition refers to the process of automatically ide… | 50 | 21 |
| Dialogue Generation Dialogue generation is the task of "understanding" natural l… | 606 | 20 |
| Sarcasm Detection The goal of Sarcasm Detection is to determine whether a sent… | 266 | 20 |
| Key Information Extraction Key Information Extraction (KIE) is aimed at extracting stru… | 74 | 20 |
| Extreme Summarization Image credit: [TLDR: Extreme Summarization of Scientific Doc… | 22 | 20 |
| Fact Checking | 669 | 19 |
| Emotion Classification Emotion classification, or emotion categorization, is the ta… | 458 | 19 |
| Bias Detection Bias detection is the task of detecting and measuring racism… | 199 | 19 |
| Few-Shot Text Classification Few-shot Text Classification predicts the semantic label of … | 100 | 19 |
| Morpheme Segmentaiton Succesful systems segment a given word or sentence into a se… | 6 | 19 |
| Emotion Recognition Emotion Recognition is an important area of research to enab… | 2,041 | 18 |
| Topic Models A topic model is a type of statistical model for discovering… | 881 | 18 |
| Sentence Ordering Sentence ordering task deals with finding the correct order … | 50 | 18 |
| Arabic Text Diacritization Addition of diacritics for undiacritized arabic texts for wo… | 13 | 18 |
| Keyphrase Extraction A classic task to extract salient phrases that best summariz… | 153 | 17 |
| Sentence Classification | 303 | 16 |
| Explanation Generation | 235 | 15 |
| Keyword Extraction Keyword extraction is tasked with the automatic identificati… | 172 | 15 |
| Code Search The goal of Code Search is to retrieve code fragments from a… | 125 | 15 |