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 4126–4150 of 4740 papers

TitleStatusHype
BanditRank: Learning to Rank Using Contextual Bandits—0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale—0
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
Bell's Inequalities and Entanglement in Corpora of Italian Language—0
Benben: A Chinese Intelligent Conversational Robot—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
Bernoulli Embeddings for Graphs—0
BERTaú: Itaú BERT for digital customer service—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3—0
Better Retrieval May Not Lead to Better Question Answering—0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers—0
Beyond [CLS] through Ranking by Generation—0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations—0
Beyond Words: Deep Learning for Multiword Expressions and Collocations—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