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 3126–3150 of 4740 papers

TitleStatusHype
Learning Semantic Similarity for Very Short Texts—0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
Learning Structures of Negations from Flat Annotations—0
Learning Term Discrimination—0
Learning Term Weights for Ad-hoc Retrieval—0
Learning the Taxonomy of Function Words for Parsing—0
Learning Timeline Difference for Text Categorization—0
Learning to Ask Critical Questions for Assisting Product Search—0
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval—0
Learning to Find Translations and Transliterations on the Web—0
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Learning to predict script events from domain-specific text—0
LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features—0
Learning to Rank Academic Experts in the DBLP Dataset—0
Learning to Rank by Optimizing NDCG Measure—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—0
Learning To Rank Resources with GNN—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Extended Missing Data Imputation via GANs for Ranking Applications—0
Learning to Rank with Small Set of Ground Truth Data—0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement—0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching—0
Learning to Select the Relevant History Turns in Conversational Question Answering—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