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 2151–2175 of 4740 papers

TitleStatusHype
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers—0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques—0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval—0
Detecting race and gender bias in visual representation of AI on web search engines—0
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning—0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
FAIR: Fairness-Aware Information Retrieval Evaluation—0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Linguistically Informed Masking for Representation Learning in the Patent DomainCode0
Single-Server Private Linear Transformation: The Joint Privacy Case—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning—0
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability—0
Exploring modality-agnostic representations for music classificationCode0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Would you like to tell me more? Generating a corpus of psychotherapy dialogues—0
Measuring the relative importance of full text sections for information retrieval from scientific literature.—0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval—0
Overview of the Second Workshop on Scholarly Document Processing—0
Context-aware query design combines knowledge and data for efficient reading and reasoning—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