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 2551–2600 of 4740 papers

TitleStatusHype
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Proceedings of the 1st International Workshop on Reading Music Systems—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Proceedings of the 2nd International Workshop on Reading Music Systems—0
Proceedings of the 3rd International Workshop on Reading Music Systems—0
Proceedings of the 4th International Workshop on Reading Music Systems—0
Proceedings of the 6th International Workshop on Reading Music Systems—0
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL)—0
Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)—0
Product Information Browsing Support System Using Analytic Hierarchy Process—0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding—0
Progressive Rock Music Classification—0
Promptagator: Few-shot Dense Retrieval From 8 Examples—0
Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages—0
Prompt Performance Prediction for Image Generation—0
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels—0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation—0
Propagation Strategies for Building Temporal Ontologies—0
Proposal for the creation of a research facility for the development of the SP machine—0
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory—0
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function—0
Provably-secure symmetric private information retrieval with quantum cryptography—0
Proximal Policy Optimization for Improved Convergence in IRGAN—0
Proximity Full-Text Search by Means of Additional Indexes with Multi-component Keys: In Pursuit of Optimal Performance—0
Proximity full-text searches of frequently occurring words with a response time guarantee—0
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes—0
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images—0
Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking—0
Publication venue recommendation using profiles based on clustering—0
PubTermVariants: biomedical term variants and their use for PubMed search—0
Pushing the boundary on Natural Language Inference—0
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization—0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval—0
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts—0
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort—0
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public—0
Q-Map: Clinical Concept Mining from Clinical Documents—0
QOG:Question and Options Generation based on Language Model—0
QontSum: On Contrasting Salient Content for Query-focused Summarization—0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval—0
QualiAssistant: Extracting Qualia Structures from Texts—0
Qualitative Modeling of Spatial Prepositions and Motion Expressions—0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
Quantifying daseinisation using Shannon entropy—0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Quantum Latent Semantic Analysis—0
Quantum Mathematics in Artificial Intelligence—0
Quantum Private Information Retrieval from Coded and Colluding Servers—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