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 3526–3550 of 4740 papers

TitleStatusHype
Novel Ranking-Based Lexical Similarity Measure for Word Embedding—0
Novel Recording Studio Features for Music Information Retrieval—0
Novelty and Coverage in context-based information filtering—0
Customizable LLM-Powered Chatbot for Behavioral Science Research—0
Nudging the Envelope of Direct Transfer Methods for Multilingual Named Entity Recognition—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
NV-Retriever: Improving text embedding models with effective hard-negative mining—0
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study—0
ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data—0
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain—0
OK Computer Analysis: An Audio Corpus Study of Radiohead—0
Olelo: A Question Answering Application for Biomedicine—0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model—0
On Application of Learning to Rank for E-Commerce Search—0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches—0
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving—0
On consistent vertex nomination schemes—0
On Correlating Factors for Domain Adaptation Performance—0
On-Demand Distributional Semantic Distance and Paraphrasing—0
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment—0
On Developing Resources for Patient-level Information Retrieval—0
On Elastic Language Models—0
One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages—0
One Step Closer to Automatic Evaluation of Text Simplification Systems—0
One Tree is not Enough: Cross-lingual Accumulative Structure Transfer for Semantic Indeterminacy—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