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 4501–4550 of 4740 papers

TitleStatusHype
Database-Augmented Query Representation for Information Retrieval—0
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data—0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data Exposure—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Data Management Challenges for Internet-scale 3D Search Engines—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
Data representation methods and use of mined corpora for Indian language transliteration—0
Dataset of Natural Language Queries for E-Commerce—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation—0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
DAWT: Densely Annotated Wikipedia Texts across multiple languages—0
Dbnary: Wiktionary as a LMF based Multilingual RDF network—0
Dealing with word-internal modification and spelling variation in data-driven lemmatization—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters—0
Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability—0
Decoy Effect in Search Interaction: A Pilot Study—0
Deep API Learning—0
Deep Contextualized Biomedical Abbreviation Expansion—0
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning—0
Deep domain adaptation for polyphonic melody extraction—0
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Deep Learning applications for COVID-19—0
Deep Learning Applied to Image and Text Matching—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Deep Learning Based Dense Retrieval: A Comparative Study—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Deep Learning for MIR Tutorial—0
Deep Learning in Semantic Kernel Spaces—0
Deep Learning Models For Multiword Expression Identification—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Deep Reinforced Query Reformulation for Information Retrieval—0
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
Deep scattering transform applied to note onset detection and instrument recognition—0
Deep Semi-Supervised Metric Learning With Mixed Label Propagation—0
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval—0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications—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