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Language & Reasoning

995 tasks · View all areas

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TaskPapersResults
Multilingual Word Embeddings570
Multi-task Language Understanding

The test covers 57 tasks including elementary mathematics, U…

570
Inference Optimization560
Lexical Analysis

Lexical analysis is the process of converting a sequence of …

560
UIE

Underwater image enhancement is a technique used to improve …

560
Electrical Engineering530
Aspect Sentiment Triplet Extraction

Aspect Sentiment Triplet Extraction (ASTE) is the task of ex…

520
Causal Language Modeling520
Review Generation510
Spoken language identification

Identify the language being spoken from an audio input only.

510
Multi-domain Dialogue State Tracking500
Semantic Dependency Parsing

Identify semantic relationships between words in a text usin…

500
SQL Parsing500
es-en490
Hallucination Evaluation

Evaluate the ability of LLM to generate non-hallucination te…

490
Sparse Representation-based Classification

Sparse Representation-based Classification is the task based…

490
Hierarchical Multi-label Classification

Multi-label classification is a standard machine learning pr…

480
Zero-Shot Text Classification480
Document Translation470
open-set classification

Classification number

470
Subgroup Discovery470
Decipherment460
Goal-Oriented Dialogue Systems

Achieving a pre-defined goal through a dialog.

460
Ingenuity

Locomotion environment inspired by NASA’s Ingenuity helicopt…

460
Knowledge Probing460
Empathetic Response Generation

Generate empathetic responses in dialogues

450
Generative Question Answering450
Lexical Entailment450
Lexical Complexity Prediction

Predicting the complexity of a word/multi-word expression in…

440
Sentence Summarization

Generating a summary of a given sentence.

440
Text Compression430
Text Infilling

Text Infilling is the task of predicting missing spans of te…

430
Cross-Lingual NER420
Unsupervised Text Style Transfer420
Distractor Generation

Given a passage, a question, and an answer phrase, the goal …

410
Semi-Supervised Text Classification410
tensor algebra410
Embodied Question Answering400
Semantic SLAM

SLAM with semantic level scene understanding

400
Sign Language Production

Sign Language Production (SLP) is the automatically translat…

400
StrategyQA

StrategyQA aims to measure the ability of models to answer q…

400
Code Classification390
HellaSwag390
Discourse Segmentation380
Low Resource Named Entity Recognition

Low resource named entity recognition is the task of using d…

380
Sentence-Pair Classification380
Cryptanalysis370
Implicit Discourse Relation Classification

Parsing a text into a set of discourse relations between two…

370
Multilingual Named Entity Recognition370
Question-Answer-Generation370