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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2926–2950 of 4740 papers

TitleStatusHype
Shape DNA: Basic Generating Functions for Geometric Moment Invariants—0
Shared DIFF Transformer—0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking—0
SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis—0
Shortest-Path Graph Kernels for Document Similarity—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine—0
Similarity Ranking as Attribute for Machine Learning Approach to Authorship Identification—0
Simple Compound Splitting for German—0
Simple Domain Adaptation for Sparse Retrievers—0
Simple Effective Microblog Named Entity Recognition: Arabic as an Example—0
Simple Neologism Based Domain Independent Models to Predict Year of Authorship—0
Simple to Complex Cross-modal Learning to Rank—0
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering—0
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval—0
Simplifying complex machine learning by linearly separable network embedding spaces—0
CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words—0
Single-Server Pliable Private Information Retrieval with Identifiable Side Information—0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles—0
Single-Server Private Linear Transformation: The Joint Privacy Case—0
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification—0
SIR-NERD: A Chinese Named Entity Recognition and Disambiguation System using a Two-Stage Method—0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—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