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 4176–4200 of 4740 papers

TitleStatusHype
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresCode0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein EngineeringCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
Zero-Shot Open-Book Question AnsweringCode0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT RankersCode0
Context Independent Term Mapper for European LanguagesCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Retrieving Evidence from EHRs with LLMs: Possibilities and ChallengesCode0
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance PredictionCode0
TripClick: The Log Files of a Large Health Web Search EngineCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Musical Instrument Classification with Advanced Machine Learning TechniquesCode0
BioRead: A New Dataset for Biomedical Reading ComprehensionCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Biomedical Named Entity Recognition at ScaleCode0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text RetrievalCode0
TripJudge: A Relevance Judgement Test Collection for TripClick Health RetrievalCode0
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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