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 1101–1125 of 4740 papers

TitleStatusHype
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses—0
Cross-Lingual Topical Relevance Models—0
Automatic Mathematical Information Retrieval to Perform Translations up to Computer Algebra Systems—0
Automatic Labeling of Topic Models Using Text Summaries—0
An Empirical Evaluation of Stop Word Removal in Statistical Machine Translation—0
Automatic label generation for news comment clusters—0
Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese—0
An Empirical Comparison of LM-based Question and Answer Generation Methods—0
Affective Common Sense Knowledge Acquisition for Sentiment Analysis—0
Automatic Keyword Extraction on Twitter—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events—0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
Affect Enriched Word Embeddings for News Information Retrieval—0
LawLLM: Law Large Language Model for the US Legal System—0
Automatic Identification of Research Fields in Scientific Papers—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
An Efficient Database Design for IndoWordNet Development Using Hybrid Approach—0
Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest—0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community—0
An Efficient Content-based Time Series Retrieval System—0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
A Feature Analysis for Multimodal News Retrieval—0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific 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