SOTAVerified

Information Retrieval

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

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Papers

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Showing 2876–2900 of 4740 papers

TitleStatusHype
Improving Word Representations via Global Context and Multiple Word Prototypes—0
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues—0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification—0
INAOE\_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
Incremental Spoken Dialogue Systems: Tools and Data—0
In defense of dual-encoders for neural ranking—0
Indexation \`a base des syntagmes nominaux (Nominal-chunk based indexing) [in French]—0
Indonesian Dependency Treebank: Annotation and Parsing—0
Indoor Information Retrieval using Lifelog Data—0
IndoWordnet Visualizer: A Graphical User Interface for Browsing and Exploring Wordnets of Indian Languages—0
Inducing Latent Semantic Relations for Structured Distributional Semantics—0
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
INDUS: Effective and Efficient Language Models for Scientific Applications—0
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
Inference of ICD Codes from Japanese Medical Records by Searching Disease Names—0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs—0
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation—0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process—0
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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