SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 9626–9650 of 14297 papers

TitleStatusHype
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature—0
A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
AskMe: A LAPPS Grid-based NLP Query and Retrieval System for Covid-19 Literature—0
Frugal neural reranking: evaluation on the Covid-19 literature—0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Using the Poly-encoder for a COVID-19 Question Answering SystemCode0
Pandemic Literature Search: Finding Information on COVID-19—0
Tracing Traditions: Automatic Extraction of Isnads from Classical Arabic Texts—0
Multichannel LSTM-CNN for Telugu Text Classification—0
A Rule Based Lightweight Bengali Stemmer—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi—0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model—0
Semantic search with domain-specific word-embedding and production monitoring in Fintech—0
Domain Transfer based Data Augmentation for Neural Query Translation—0
Coreference information guides human expectations during natural reading—0
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme—0
100,000 Podcasts: A Spoken English Document Corpus—0
A Deep Metric Learning Method for Biomedical Passage Retrieval—0
Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge—0
Integrating External Event Knowledge for Script Learning—0
Answering Legal Questions by Learning Neural Attentive Text Representation—0
Retrieval-Augmented Controllable Review Generation—0
Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified