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Zero-shot Text Search datasets
archive 2025-07-28
16 datasets carry the task tag "Zero-shot Text Search" (the task itself: Zero-shot Text Search), ordered by the archive's paper count. Page 1 of 1: 16 shown of 16. Facet routes are this site's own (the archive records the tag string, not a page).
The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.
Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets
Zero-shot Text Search datasets 1–16 of 16
The Natural Questions corpus is a question answering dataset containing 307,373 training examples, 7,830 development examples, and 7,842 test examples.
1,404 papers · 9 benchmarks
DBpedia (from "DB" for "database") is a project aiming to extract structured content from the information created in the Wikipedia project.
597 papers · 4 benchmarks
FEVER (Fact Extraction and VERification)
FEVER is a publicly available dataset for fact extraction and verification against textual sources.
498 papers · 3 benchmarks
BEIR (Benchmarking IR) is a heterogeneous benchmark containing different information retrieval (IR) tasks.
311 papers · 10 benchmarks
BioASQ (Biomedical Semantic Indexing and Question Answering)
BioASQ is a question answering dataset.
192 papers · 1 benchmark
SciFact is a dataset of 1.4K expert-written claims, paired with evidence-containing abstracts annotated with veracity labels and rationales.
116 papers · 1 benchmark
TREC-COVID is a community evaluation designed to build a test collection that captures the information needs of biomedical researchers using the scientific literature during a pandemic.
73 papers · 1 benchmark
SciDocs evaluation framework consists of a suite of evaluation tasks designed for document-level tasks.
57 papers · 2 benchmarks
A new publicly available dataset for verification of climate change-related claims.
38 papers · 1 benchmark
The goal of the Robust track is to improve the consistency of retrieval technology by focusing on poorly performing topics.
13 papers · 1 benchmark
CQADupStack is a benchmark dataset for community question-answering research.
5 papers · 1 benchmark
NFCorpus is a full-text English retrieval data set for Medical Information Retrieval.
5 papers · 1 benchmark
The TREC News Track features modern search tasks in the news domain.
3 papers · 1 benchmark
The Signal Media One-Million News Articles Dataset dataset by Signal Media was released to facilitate researching news articles.
2 papers · 0 benchmarks
This paper is a condensed report on the second year of the Touché shared task on argument retrieval held at CLEF 2021.
2 papers · 0 benchmarks
- CFEVER is a Chinese Fact Extraction and VERification dataset published at AAAI 2024.
1 paper · 0 benchmarks
Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.