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 1976–2000 of 4740 papers

TitleStatusHype
GenTREC: The First Test Collection Generated by Large Language Models for Evaluating Information Retrieval Systems—0
Geodabs: Trajectory Indexing Meets Fingerprinting at Scale—0
GeoRAG: A Question-Answering Approach from a Geographical Perspective—0
Geospatial Semantics—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
Duplicate Detection in a Knowledge Base with PIKA—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Getting Started with Neural Models for Semantic Matching in Web Search—0
Dudley North visits North London: Learning When to Transliterate to Arabic—0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
Aggregating Continuous Word Embeddings for Information Retrieval—0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—0
Giving Lexical Resources a Second Life: D\'emonette, a Multi-sourced Morpho-semantic Network for French—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian—0
Global Intelligent Content: Active Curation of Language Resources using Linked Data—0
Global-Liar: Factuality of LLMs over Time and Geographic Regions—0
Global Ranking Using Continuous Conditional Random Fields—0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data—0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion—0
Beyond [CLS] through Ranking by Generation—0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views—0
Dropping Convexity for More Efficient and Scalable Online Multiview Learning—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