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

Showing 18011850 of 14297 papers

TitleStatusHype
Citation-Enhanced Generation for LLM-based ChatbotsCode1
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional MatchingCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
HANet: Hierarchical Alignment Networks for Video-Text RetrievalCode1
An Empirical Study of Multimodal Model MergingCode1
Evade Deep Image Retrieval by Stashing Private Images in the Hash SpaceCode1
HAT: Hierarchical Aggregation Transformers for Person Re-identificationCode1
HAE-RAE Bench: Evaluation of Korean Knowledge in Language ModelsCode1
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLPCode1
BERT for Evidence Retrieval and Claim VerificationCode1
On Semantic Similarity in Video RetrievalCode1
BERT got a Date: Introducing Transformers to Temporal TaggingCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
On Slicing Sorted Integer SequencesCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
On the Evaluation of Commit Message Generation Models: An Experimental StudyCode1
On the Exploration of Incremental Learning for Fine-grained Image RetrievalCode1
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
On The Importance of Reasoning for Context Retrieval in Repository-Level Code EditingCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
GuRE:Generative Query REwriter for Legal Passage RetrievalCode1
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
Grounded Situation RecognitionCode1
Grounding Language Models for Visual Entity RecognitionCode1
GUing: A Mobile GUI Search Engine using a Vision-Language ModelCode1
Open-Retrieval Conversational Machine ReadingCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-LocalisationCode1
Evidence Selection as a Token-Level Prediction TaskCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human CommunicationCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent TransportationCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation SystemsCode1
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite ImageCode1
Exploiting Novel GPT-4 APIsCode1
Outlier-Efficient Hopfield Layers for Large Transformer-Based ModelsCode1
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social MediaCode1
Co-design Hardware and Algorithm for Vector SearchCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified