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 2726–2750 of 4740 papers

TitleStatusHype
SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage—0
Evidence-based Trustworthiness—0
Wikipedia as a Resource for Text Analysis and Retrieval—0
Music Performance Analysis: A Survey—0
Survey of Information Encoding Techniques for DNA—0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
RLTM: An Efficient Neural IR Framework for Long Documents—0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Adversarial Learning for Improved Onsets and Frames Music Transcription—0
Understanding, Categorizing and Predicting Semantic Image-Text Relations—0
Domain Adaptation for Enterprise Email Search—0
A Multi-Task Architecture on Relevance-based Neural Query Translation—0
Practical User Feedback-driven Internal Search Using Online Learning to Rank—0
Neural Arabic Question AnsweringCode0
HEAD-QA: A Healthcare Dataset for Complex Reasoning—0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Deep Contextualized Biomedical Abbreviation Expansion—0
Recovering Variable Names for Minified Code with Usage Contexts—0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations—0
Compositional Questions Do Not Necessitate Multi-hop ReasoningCode0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text MiningCode0
Unsupervised Neural Generative Semantic Hashing—0
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation—0
LT Expertfinder: An Evaluation Framework for Expert Finding MethodsCode0
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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