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 2076–2100 of 4740 papers

TitleStatusHype
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
Document Network Projection in Pretrained Word Embedding Space—0
Document Network Embedding: Coping for Missing Content and Missing Links—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Document Hashing with Mixture-Prior Generative Models—0
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation—0
An Exact Algorithm for F-Measure Maximization—0
A Generalized Vector Space Model for Ontology-Based Information Retrieval—0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces—0
DocILE 2023 Teaser: Document Information Localization and Extraction—0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents—0
Doc2Token: Bridging Vocabulary Gap by Predicting Missing Tokens for E-commerce Search—0
Benben: A Chinese Intelligent Conversational Robot—0
A New Semantic Lexicon and Similarity Measure in Bangla—0
DLS@CU: Sentence Similarity from Word Alignment—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—0
Bell's Inequalities and Entanglement in Corpora of Italian Language—0
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity—0
DLAFormer: An End-to-End Transformer For Document Layout Analysis—0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
A new hybrid stemming algorithm for Persian—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—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