News Retrieval

4 papers with code • 1 benchmarks • 1 datasets

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Datasets


Most implemented papers

BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

UKPLab/beir 17 Apr 2021

To address this, and to facilitate researchers to broadly evaluate the effectiveness of their models, we introduce Benchmarking-IR (BEIR), a robust and heterogeneous evaluation benchmark for information retrieval.

SGPT: GPT Sentence Embeddings for Semantic Search

muennighoff/sgpt 17 Feb 2022

To this end, we propose SGPT to use decoders for sentence embeddings and semantic search via prompting or fine-tuning.

No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval

guilhermemr04/scaling-zero-shot-retrieval 6 Jun 2022

This has made distilled and dense models, due to latency constraints, the go-to choice for deployment in real-world retrieval applications.

MM-Locate-News: Multimodal Focus Location Estimation in News

tibhannover/mm-locate-news 15 Nov 2022

In this paper, a novel dataset called Multimodal Focus Location of News (MM-Locate-News) is introduced.