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 1551–1575 of 4740 papers

TitleStatusHype
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data—0
Efficient Reuse of Structured and Unstructured Resources for Ontology Population—0
Efficient Sampling for Bipartite Matching Problems—0
Bilingual Sentence Alignment of a Parallel Corpus by Using English as a Pivot Language—0
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents—0
ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg"—0
eLog analysis for accelerators: status and future outlook—0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
Emancipatory Information Retrieval—0
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
Entity Summarization: State of the Art and Future Challenges—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
Embedding Meta-Textual Information for Improved Learning to Rank—0
Embedding NomLex-BR nominalizations into OpenWordnet-PT—0
Cross-lingual Pseudo Relevance Feedback Based on Weak Relevant Topic Alignment—0
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval—0
Empirical performance maximization for linear rank statistics—0
Employing Phonetic Speech Recognition for Language and Dialect Specific Search—0
Fast and Exact Nearest Neighbor Search in Hamming Space on Full-Text Search Engines—0
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities—0
Cross-Lingual Named Entity Recognition via Wikification—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
A Truly Constant-time Distribution-aware Negative Sampling—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