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Language & Reasoning

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TaskPapersResults
Method name prediction240
test driven development240
Unsupervised Dependency Parsing

Unsupervised dependency parsing is the task of inferring the…

240
Extract Aspect

Aspect extraction is the task of identifying and extracting …

230
Few-Shot Relation Classification

Few-Shot Relation Classification is a particular relation cl…

230
Science Question Answering

Image credit: [Learn to Explain: Multimodal Reasoning via Th…

230
Semantic Frame Parsing230
Text Anonymization230
Constituency Grammar Induction

Inducing a constituency-based phrase structure grammar.

220
Conversational Response Generation

Given an input conversation, generate a natural-looking text…

220
Cross Document Coreference Resolution220
Cross-Lingual Entity Linking

Cross-lingual entity linking is the task of using data and m…

220
LLM-generated Text Detection

Classifying human-written and LLM-generated texts.

220
Natural Language Moment Retrieval220
Predicate Classification220
Short-Text Conversation

Given a short text, finding an appropriate response (Source:…

220
Data Interaction

Measure and value the train data interaction to interpret th…

210
Models Alignment

Models Alignment is the process of ensuring that multiple mo…

210
Zero-shot Slot Filling210
Dependency Grammar Induction

Also known as "unsupervised dependency parsing"

200
Dynamic Topic Modeling200
Gloss-free Sign Language Translation200
Sequential Bayesian Inference

Also known as Bayesian filtering or [recursive Bayesian esti…

200
Veracity Classification200
Cross-Domain Named Entity Recognition190
Epistemic Reasoning190
Multi Class Text Classification190
Multi-Hop Reading Comprehension190
QNLI190
Abstract Algebra180
Aspect Category Sentiment Analysis

Involves both detecting aspect-based categories and classify…

180
Event Relation Extraction

To extract relations among events, such as event coreference…

180
Topic coverage

A prevalent use case of topic models is that of topic discov…

180
Concept-To-Text Generation

Generating natural language text from a conceptualized repre…

170
Document Shadow Removal

Document shadow removal refers to the process of eliminating…

170
Embeddings Evaluation170
FLUE170
Moral Scenarios170
Relation Linking170
Split and Rephrase170
Steiner Tree Problem

The Steiner tree problem is a computational problem in compu…

170
Story Completion

Given a story prefix and two possible endings, determining w…

170
STS-B170
Vietnamese Datasets170
Continual Relation Extraction

Compared with traditional relation extraction, CRE aims to h…

160
Cross-Lingual Sentiment Classification160
Table-based Question Answering

Answering questions based on given Tables or Datasets.

160
Cross-Lingual Abstractive Summarization150
Known Unknowns

Language models have a tendency to generate text containing …

150
Procedural Text Understanding150