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 876–900 of 4740 papers

TitleStatusHype
Caching and Reproducibility: Making Data Science experiments faster and FAIRer—0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]—0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
An experimental comparison of label selection methods for hierarchical document clusters—0
CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—0
Agent Assist through Conversation Analysis—0
Can MusicGen Create Training Data for MIR Tasks?—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Care Episode Retrieval—0
Careful Selection of Knowledge to solve Open Book Question Answering—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
CAS: French Corpus with Clinical Cases—0
Categorization of Turkish News Documents with Morphological Analysis—0
An Exact Algorithm for F-Measure Maximization—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