Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Question Answering Question answering can be segmented into domain-specific tas… | 10,817 | 1,784 |
| Natural Language Inference Natural language inference (NLI) is the task of determining … | 1,961 | 505 |
| Language Modelling A language model is a model of natural language. Language mo… | 17,610 | 467 |
| Named Entity Recognition (NER) Named Entity Recognition (NER) is a task of Natural Language… | 2,874 | 439 |
| Machine Translation Machine translation is the task of translating a sentence in… | 10,752 | 438 |
| Common Sense Reasoning Common sense reasoning tasks are intended to require the mod… | 939 | 397 |
| Sentiment Analysis Sentiment Analysis is the task of classifying the polarity o… | 5,630 | 382 |
| Relation Extraction Relation Extraction is the task of predicting attributes and… | 1,977 | 377 |
| Text Classification Text Classification is the task of assigning a sentence or d… | 3,635 | 341 |
| Semantic Textual Similarity Semantic textual similarity deals with determining how simil… | 2,381 | 280 |
| Math Word Problem Solving A math word problem is a mathematical exercise (such as in a… | 107 | 245 |
| Code Generation Code Generation is an important field to predict explicit co… | 1,697 | 241 |
| Text Summarization Text Summarization is a natural language processing (NLP) ta… | 1,340 | 233 |
| Prompt Engineering Prompt engineering is the process of designing and refining … | 1,236 | 191 |
| Word Sense Disambiguation The task of Word Sense Disambiguation (WSD) consists of asso… | 1,035 | 181 |
| Arithmetic Reasoning | 175 | 169 |
| Coreference Resolution | 880 | 154 |
| Aspect-Based Sentiment Analysis (ABSA) Aspect-Based Sentiment Analysis (ABSA) is a Natural Language… | 469 | 139 |
| Entity Linking Assigning a unique identity to entities (such as famous indi… | 735 | 133 |
| Data-to-Text Generation A classic problem in natural-language generation (NLG) invol… | 219 | 122 |
| Slot Filling The goal of Slot Filling is to identify from a running dialo… | 458 | 110 |
| Open-Domain Question Answering Open-domain question answering is the task of question answe… | 494 | 109 |
| Open Information Extraction In natural language processing, open information extraction … | 207 | 108 |
| Abstractive Text Summarization Abstractive Text Summarization is the task of generating a s… | 846 | 99 |
| Entity Alignment Entity Alignment is the task of finding entities in two know… | 190 | 97 |
| Reading Comprehension Most current question answering datasets frame the task as r… | 1,760 | 91 |
| Conversational Response Selection Conversational response selection refers to the task of iden… | 46 | 90 |
| Sentence Completion | 91 | 89 |
| Text-To-SQL Text-to-SQL is a task in natural language processing (NLP) w… | 424 | 86 |
| Semantic Parsing Semantic Parsing is the task of transducing natural language… | 1,202 | 78 |
| Text Simplification Text Simplification is the task of reducing the complexity o… | 468 | 77 |
| Grammatical Error Correction Grammatical Error Correction (GEC) is the task of correcting… | 415 | 75 |
| Intent Detection Intent Detection is a task of determining the underlying pur… | 330 | 75 |
| Entity Resolution Entity resolution (also known as entity matching, record lin… | 184 | 75 |
| Discourse Parsing | 189 | 66 |
| Logical Reasoning | 747 | 65 |
| Automated Theorem Proving The goal of Automated Theorem Proving is to automatically ge… | 288 | 63 |
| Linguistic Acceptability Linguistic Acceptability is the task of determining whether … | 72 | 63 |
| Entity Disambiguation Entity Disambiguation is the task of linking mentions of amb… | 156 | 61 |
| Handwritten Mathmatical Expression Recognition Offline Handwritten mathematical Expression Recognition aims… | 16 | 59 |
| KG-to-Text Generation Knowledge-graph-to-text (KG-to-text) generation aims to gene… | 22 | 57 |
| Text Generation Text Generation is the task of generating text with the goal… | 5,335 | 54 |
| Dependency Parsing Dependency parsing is the task of extracting a dependency pa… | 1,407 | 54 |
| Code Documentation Generation Code Documentation Generation is a supervised task where a c… | 8 | 52 |
| Document Classification Document Classification is a procedure of assigning one or m… | 641 | 51 |
| Document Summarization Automatic Document Summarization is the task of rewriting a … | 760 | 50 |
| Multi-Label Text Classification According to Wikipedia "In machine learning, multi-label cla… | 171 | 50 |
| Text Spotting Scene Text Spotting is the combination of Scene Text Detecti… | 112 | 50 |
| Part-Of-Speech Tagging Part-of-speech tagging (POS tagging) is the task of tagging … | 990 | 48 |
| Hate Speech Detection Hate speech detection is the task of detecting if communicat… | 507 | 48 |