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 3101–3125 of 4740 papers

TitleStatusHype
Temporal Information Extraction from Korean Texts—0
Temporal Text Ranking and Automatic Dating of Texts—0
Temporarily Unavailable: Memory Inhibition in Cognitive and Computer Science—0
Terminology Extraction with Term Variant Detection—0
Term-Recency for TF-IDF, BM25 and USE Term Weighting—0
Testing different Log Bases For Vector Model Weighting Technique—0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey—0
Text-Driven Toponym Resolution using Indirect Supervision—0
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models—0
TextGraphs 2019 Shared Task on Multi-Hop Inference for Explanation Regeneration—0
Text Information Retrieval in Tetun: A Preliminary Study—0
Text-level Discourse Parsing with Rich Linguistic Features—0
Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval—0
Text Mining Through Label Induction Grouping Algorithm Based Method—0
Text segmentation for Language Identification in Greek Forums—0
Text segmentation on multilabel documents: A distant-supervised approach—0
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval—0
InfoHier: Hierarchical Information Extraction via Encoding and Embedding—0
Textual Characteristics for Language Engineering—0
Textual Representations for Crosslingual Information Retrieval—0
Textual Stylistic Variation: Choices, Genres and Individuals—0
Text Understanding using Knowledge-Bases and Random Walks—0
The 1st EReL@MIR Workshop on Efficient Representation Learning for Multimodal Information Retrieval—0
The 2019 BBN Cross-lingual Information Retrieval System—0
The Benchmark Lottery—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