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 3501–3525 of 4740 papers

TitleStatusHype
What Papers Should I Cite from my Reading List? User Evaluation of a Manuscript Preparatory Assistive Task—0
What Set of Documents to Present to an Analyst?—0
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes—0
Wheel of Life: an initial investigation. Topic-Related Polarity Visualization in Personal Stories—0
When expertise gone missing: Uncovering the loss of prolific contributors in Wikipedia—0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection—0
When Text Embedding Meets Large Language Model: A Comprehensive Survey—0
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes—0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations—0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders—0
Which Step Do I Take First? Troubleshooting with Bayesian Models—0
Who Had the Upper Hand? Ranking Participants of Interactions Based on Their Relative Power—0
Whole Page Unbiased Learning to Rank—0
WHOSE - A Tool for Whole-Session Analysis in IIR—0
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots—0
Why ``Blow Out''? A Structural Analysis of the Movie Dialog Dataset—0
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection—0
Why Machines Cannot Learn Mathematics, Yet—0
Why PairDiff works? -- A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection—0
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification—0
WikiMuTe: A web-sourced dataset of semantic descriptions for music audio—0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval—0
Wikipedia as a Resource for Text Analysis and Retrieval—0
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining—0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora—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