416 datasets found

Markov Logic Networks (MLNs) are a probabilistic graphical model that can be used for a variety of tasks, including classification, regression, and clustering.

DeepPSL is a variant of probabilistic soft logic (PSL) to produce an end-to-end trainable system that integrates reasoning and perception.

The paper proposes a novel approach to the sequential example selection paradigm for in-context learning.

The dataset used in the paper is a collection of questions and answers for augmented language models.

The TREC QA dataset from TREC QA tracks 8-13 is used for answer ranking. The dataset contains factoid questions with candidate answers.

Open-domain text-to-SQL is an important task that retrieves question-relevant tables from massive databases and then generates SQL. However, existing retrieval methods that...

The bAbI dataset is a benchmark for in-context learning of chat-based Large Language Models (LLMs). It consists of a sequence of stories that give the model new information, and...

The task of Question Answering over Linked Data (QALD) has received increased attention over the last years (see the surveys [14] and [36]). The task consists in mapping natural...

The task of Question Answering over Linked Data (QALD) has received increased attention over the last years (see the surveys [14] and [36]). The task consists in mapping natural...

The task of answering natural language questions over RDF data has received wide interest in recent years, in particular in the context of the series of QALD benchmarks. The...

The e-SNLI dataset is a large-scale dataset for natural language inference, with human-written explanations for each sample.

The bAbI Movie Dialog dataset is a synthetic dataset containing elementary tasks such as selecting an answer between one or more candidate facts, answering yes/no questions,...

The dataset used in the KALM paper.

A benchmark for temporal question answering with knowledge graph.

The dataset used for testing and evaluating the proposed chatbot, containing 5 questions and answers about Law No. 20 of 2017 on Cooperatives.

The dataset used for testing and evaluating the proposed chatbot, containing 50 questions and answers about Palestinian cooperatives.

A comprehensive evaluation of proprietary and open-weights large language models using the first astronomy-specific benchmarking dataset.

The QALD dataset is a benchmarking dataset for question answering systems over linked data.

The LC-QuAD dataset is a gold standard complex question answering benchmark over the DBpedia 2016-04 release.

LDC2015E86 is a dataset of abstract meaning representation (AMR) annotations for English.