Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Aspect-Category-Opinion-Sentiment Quadruple Extraction Aspect-Category-Opinion-Sentiment (ACOS) Quadruple Extractio… | 6 | 4 |
| OpenAPI code completion Code Completion in the [OpenAPI](https://spec.openapis.org/o… | 1 | 4 |
| GSM8K | 439 | 3 |
| Word Similarity Calculate a numerical score for the semantic similarity betw… | 378 | 3 |
| Question Similarity This is the problem of detecting duplicate questions in foru… | 62 | 3 |
| Hope Speech Detection Detecting speech associated with positive, uplifting, promis… | 47 | 3 |
| Intent Discovery Given a set of labelled and unlabelled utterances, the idea … | 42 | 3 |
| Action Parsing Action parsing is the task of, given a video or still image,… | 15 | 3 |
| Polyphone disambiguation A part of the TTS-front end framework which serves to predic… | 15 | 3 |
| Text2text Generation | 5 | 3 |
| Attribute Mining The attribute mining task assumes an open-world setting in w… | 4 | 3 |
| Auto Debugging | 3 | 3 |
| Czech Text Diacritization Addition of diacritics for undiacritized Czech Wikipedia tex… | 2 | 3 |
| Vietnamese Text Diacritization Addition of diacritics for undiacritized Vietnamese Wikipedi… | 2 | 3 |
| IFC Entity Classification | 1 | 3 |
| BIG-bench Machine Learning This branch include most common machine learning fundamental… | 10,033 | 2 |
| POS Tagging Part of Speech Tagging | 523 | 2 |
| Multi-hop Question Answering | 202 | 2 |
| Conversational Question Answering | 142 | 2 |
| Intent Recognition | 93 | 2 |
| Cloze Test The cloze task refers to infilling individual words. | 71 | 2 |
| Attribute Extraction | 59 | 2 |
| Meeting Summarization Generating a summary from meeting transcriptions. A survey f… | 53 | 2 |
| Code Repair | 39 | 2 |
| Odd One Out This task tests to what extent a language model is able to i… | 21 | 2 |
| Text-to-Code Generation Text-to-Code Generation is a task where we can generate code… | 20 | 2 |
| Chinese Spell Checking Chinese Spell Checking (CSC) aims to detect and correct erro… | 17 | 2 |
| Summarization Summarization is the task of producing a shorter version of … | 8 | 2 |
| Analogical Similarity | 7 | 2 |
| SQL-to-Text ( Image credit: [SQL-to-Text Generation with Graph-to-Sequen… | 7 | 2 |
| Memex Question Answering Question answering with real-world multi-modal personal coll… | 3 | 2 |
| Vietnamese Natural Language Inference | 3 | 2 |
| Identify Odd Metapor | 2 | 2 |
| Misinformation | 1,282 | 1 |
| Chatbot Chatbot or conversational AI is a language model designed an… | 971 | 1 |
| Language Acquisition Language acquisition refers to tasks related to the learning… | 522 | 1 |
| Relational Reasoning The goal of Relational Reasoning is to figure out the relati… | 483 | 1 |
| MMLU | 340 | 1 |
| Argument Mining Argument Mining is a field of corpus-based discourse analysi… | 284 | 1 |
| Red Teaming | 251 | 1 |
| Knowledge Base Population Knowledge base population is the task of filling the incompl… | 140 | 1 |
| Spam detection | 117 | 1 |
| Goal-Oriented Dialog Achieving a pre-defined goal through a dialog. | 54 | 1 |
| Triple Classification Triple classification aims to judge whether a given triple (… | 45 | 1 |
| Arabic Sentiment Analysis Arabic sentiment analysis is the process of computationally … | 42 | 1 |
| Document AI | 40 | 1 |
| Logical Fallacies | 34 | 1 |
| Dialog Act Classification | 22 | 1 |
| Scientific Document Summarization | 22 | 1 |
| Probing Language Models | 20 | 1 |