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
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
A Topological Method for Comparing Document Semantics—0
Getting Started with Neural Models for Semantic Matching in Web Search—0
A Domain Generalization Perspective on Listwise Context Modeling—0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction—0
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—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
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data—0
A Rule Based Lightweight Bengali Stemmer—0
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
Crime event localization and deduplication—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