Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Table-based Fact Verification Verifying facts given semi-structured data. | 26 | 15 |
| Task-Oriented Dialogue Systems Achieving a pre-defined task through a dialog. | 308 | 14 |
| Story Continuation The task involves providing an initial scene that can be obt… | 10 | 14 |
| Binary text classification | 20 | 13 |
| Attribute Value Extraction Attribute Value Extraction is the task of extracting values … | 35 | 12 |
| Word Alignment Word Alignment is the task of finding the correspondence bet… | 551 | 11 |
| Dialogue Evaluation | 97 | 11 |
| Source Code Summarization Code Summarization is a task that tries to comprehend code a… | 58 | 11 |
| Response Generation A task where an agent should play the $DE$ role and generate… | 914 | 10 |
| Intent Classification Intent Classification is the task of correctly labeling a na… | 344 | 10 |
| Natural Language Queries | 337 | 10 |
| Knowledge Tracing Knowledge Tracing is the task of modelling student knowledge… | 215 | 10 |
| Text Style Transfer Text Style Transfer is the task of controlling certain attri… | 186 | 10 |
| Mathematical Question Answering Building systems that automatically answer mathematical ques… | 11 | 10 |
| Open Intent Discovery Open intent discovery aims to leverage limited prior knowled… | 7 | 10 |
| Ethics | 832 | 8 |
| Program Repair Task of teaching ML models to modify an existing program to … | 132 | 8 |
| Automated Essay Scoring Essay scoring: Automated Essay Scoring is the task of assign… | 104 | 8 |
| Recipe Generation Food recipe generation from ingredients, title and/or food i… | 40 | 8 |
| CCG Supertagging Combinatory Categorical Grammar (CCG; [Steedman, 2000](http:… | 24 | 8 |
| Cross-Lingual Bitext Mining Cross-lingual bitext mining is the task of mining sentence p… | 6 | 8 |
| Document Text Classification | 6 | 8 |
| Phrase Tagging A fine-grained task that aims to find all occurrences of phr… | 3 | 8 |
| Recognizing Emotion Cause in Conversations Given an utterance U, labeled with emotion E, the task is to… | 3 | 8 |
| Language Identification Language identification is the task of determining the langu… | 794 | 7 |
| Human Parsing Human parsing is the task of segmenting a human image into d… | 125 | 7 |
| Error Understanding Discover what causes the model’s prediction errors. | 9 | 7 |
| Phrase Ranking This task aims to evaluate the “global” rank list of phrases… | 3 | 7 |
| EditCompletion Given a code snippet that is partially edited, the goal is t… | 1 | 7 |
| Cross-Lingual Transfer Cross-lingual transfer refers to transfer learning using dat… | 782 | 6 |
| Sentence Compression Sentence Compression is the task of reducing the length of t… | 149 | 6 |
| Humor Detection Humor detection is the task of identifying comical or amusin… | 64 | 6 |
| Crowdsourced Text Aggregation One of the most important parts of processing responses from… | 1 | 6 |
| Question-Answer categorization | 1 | 6 |
| Translation | 12,395 | 5 |
| Text Detection Detecting the text in the image and localise it using a boun… | 595 | 5 |
| Program Synthesis Program synthesis is the process of automatically generating… | 423 | 5 |
| Story Generation Story generation is the task of automatically generating a c… | 235 | 5 |
| Paraphrase Generation Paraphrase Generation involves transforming a natural langua… | 209 | 5 |
| Word Sense Induction Word sense induction (WSI) is widely known as the “unsupervi… | 107 | 5 |
| Rumour Detection Rumor detection is the task of identifying rumors, i.e. stat… | 98 | 5 |
| Dialogue Rewriting | 7 | 5 |
| Ancient Text Restoration Image credit: [Restoring and attributing ancient texts using… | 6 | 5 |
| Zero-shot Sentiment Classification | 6 | 5 |
| Instruction Following Instruction following is the basic task of the model. This t… | 1,135 | 4 |
| Document-level Relation Extraction Document-level RE aim to identify the relations of various e… | 106 | 4 |
| Legal Reasoning | 92 | 4 |
| Conditional Text Generation The task of generating text according to some pre-specified … | 67 | 4 |
| Lexical Normalization Lexical normalization is the task of translating/transformin… | 47 | 4 |
| Fact Selection A task where an agent should select at most two sentences fr… | 14 | 4 |