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 1526–1550 of 4740 papers

TitleStatusHype
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Query Obfuscation Semantic Decomposition—0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network—0
Biomedical Document Retrieval for Clinical Decision Support System—0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
A Noise-Filtering Approach for Cancer Drug Sensitivity Prediction—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
A hierarchical taxonomy for classifying hardness of inference tasks—0
BiographyNet: Methodological Issues when NLP supports historical research—0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage—0
Annotation of Computer Science Papers for Semantic Relation Extrac-tion—0
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers—0
A Counterfactual Explanation Framework for Retrieval Models—0
Binary Paragraph Vectors—0
Annotation of Clinical Narratives in Bulgarian language—0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese—0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification—0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches—0
Bilingual Sentence Alignment of a Parallel Corpus by Using English as a Pivot Language—0
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport—0
Annotating References to Mythological Entities in French Literature—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