SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1201–1225 of 4740 papers

TitleStatusHype
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsCode0
Zero-shot Audio Topic Reranking using Large Language Models—0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments—0
Retrieving Evidence from EHRs with LLMs: Possibilities and ChallengesCode0
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Denoising Attention for Query-aware User Modeling in Personalized Search—0
A Survey on Multi-Behavior Sequential Recommendation—0
Improving Neural Ranking Models with Traditional IR MethodsCode0
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUsCode2
Learning Efficient Representations for Image-Based Patent Retrieval—0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information—0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
Evaluating Temporal Persistence Using Replicability Measures—0
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
Taken by Surprise: Contrast effect for Similarity ScoresCode1
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Delphic Costs and Benefits in Web Search: A utilitarian and historical analysis—0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching—0
Large Language Models for Information Retrieval: A SurveyCode2
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Show:102550
← PrevPage 49 of 190Next →
All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified