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 2701–2725 of 4740 papers

TitleStatusHype
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
WOLVESAAR at SemEval-2016 Task 1: Replicating the Success of Monolingual Word Alignment and Neural Embeddings for Semantic Textual Similarity—0
Word and Phrase Features in Graph Convolutional Network for Automatic Question Classification—0
Word-Graph2vec: An efficient word embedding approach on word co-occurrence graph using random walk technique—0
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features—0
Word Root Finder: a Morphological Segmentor Based on CRF—0
Words are all you need? Language as an approximation for human similarity judgments—0
Words Blending Boxes. Obfuscating Queries in Information Retrieval using Differential Privacy—0
Word Sense Disambiguation: A comprehensive knowledge exploitation framework—0
Word Sense Disambiguation Improves Information Retrieval—0
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection—0
Word Sense Induction for Novel Sense Detection—0
Wordsyoudontknow: Evaluation of lexicon-based decompounding with unknown handling—0
WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction—0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues—0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
xbench: Tracking Agents Productivity Scaling with Profession-Aligned Real-World Evaluations—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