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 3051–3075 of 4740 papers

TitleStatusHype
Survey of Information Encoding Techniques for DNA—0
Survey on Applications of Neurosymbolic Artificial Intelligence—0
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools—0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM—0
SwaQuAD-24: QA Benchmark Dataset in Swahili—0
Symmetric Private Information Retrieval For MDS Coded Distributed Storage—0
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval—0
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval—0
Synset Ranking of Hindi WordNet—0
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining—0
Syntactic Parsing of Web Queries with Question Intent—0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding—0
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining—0
Synthetic Cross-language Information Retrieval Training Data—0
Synthetic Query Generation using Large Language Models for Virtual Assistants—0
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization—0
T^2K^2: The Twitter Top-K Keywords Benchmark—0
Table of Content detection using Machine Learning—0
Tables as Semi-structured Knowledge for Question Answering—0
Table Structure Recognition with Conditional Attention—0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—0
Tagged Documents Co-Clustering—0
Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models—0
Tailor knowledge graph for query understanding: linking intent topics by propagation—0
Ta'keed: The First Generative Fact-Checking System for Arabic Claims—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