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 2051–2075 of 4740 papers

TitleStatusHype
RELiC: Retrieving Evidence for Literary Claims—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
Design Theory to improve health evidence retrieval—0
Cross-language Information Retrieval—0
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval—0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
A Free Format Legal Question Answering System—0
Detection of Puffery on the English WikipediaCode0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
Don't read, just look: Main content extraction from web pages using visual features—0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Privacy in Open Search: A Review of Challenges and Solutions—0
Low-Precision Quantization for Efficient Nearest Neighbor Search—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