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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5426–5450 of 14297 papers

TitleStatusHype
UFO: Unified Fact Obtaining for Commonsense Question AnsweringCode0
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis—0
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMsCode1
Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest NeighborsCode0
Ordered and Binary Speaker Embedding—0
Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning—0
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
Text-to-Motion Retrieval: Towards Joint Understanding of Human Motion Data and Natural LanguageCode1
Enabling and Analyzing How to Efficiently Extract Information from Hybrid Long Documents with LLMs—0
Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems—0
Weakly Supervised Vision-and-Language Pre-training with Relative Representations—0
Lawyer LLaMA Technical ReportCode2
Gorilla: Large Language Model Connected with Massive APIsCode6
Training on Thin Air: Improve Image Classification with Generated DataCode1
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Allies: Prompting Large Language Model with Beam Search—0
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators—0
Decomposing Complex Queries for Tip-of-the-tongue Retrieval—0
C-STS: Conditional Semantic Textual SimilarityCode1
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing—0
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4Code0
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages—0
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering—0
Adapting Language Models to Compress ContextsCode2
KNN-LM Does Not Improve Open-ended Text Generation—0
Show:102550
← PrevPage 218 of 572Next →
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