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 351–375 of 4740 papers

TitleStatusHype
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors SearchCode1
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
LAiW: A Chinese Legal Large Language Models BenchmarkCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
Latent Aspect Detection from Online Unsolicited Customer ReviewsCode1
Learning Deep Semantic Model for Code Search using CodeSearchNet CorpusCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Learning music audio representations via weak language supervisionCode1
Learning Nonsymmetric Determinantal Point ProcessesCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Co-design Hardware and Algorithm for Vector SearchCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
LLF-Bench: Benchmark for Interactive Learning from Language FeedbackCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Show:102550
← PrevPage 15 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