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
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction—0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker—0
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model—0
You and me... in a vector space: modelling individual speakers with distributional semantics—0
Zero Alignment of Verb Arguments in a Parallel Treebank—0
Zero-shot Audio Topic Reranking using Large Language Models—0
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval—0
Zeroshot Listwise Learning to Rank Algorithm for Recommendation—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval—0
Zero-Shot Text Matching for Automated Auditing using Sentence Transformers—0
Zoom: SSD-based Vector Search for Optimizing Accuracy, Latency and Memory—0
HarriGT: A Tool for Linking News to Science—0
Harvesting Parallel Text in Multiple Languages with Limited Supervision—0
Hashtag Occurrences, Layout and Translation: A Corpus-driven Analysis of Tweets Published by the Canadian Government—0
Hashtag Recommendation with Topical Attention-Based LSTM—0
HATFormer: Historic Handwritten Arabic Text Recognition with Transformers—0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries—0
HEAD-QA: A Healthcare Dataset for Complex Reasoning—0
HEADY: News headline abstraction through event pattern clustering—0
Health Information Retrieval -- State of the art report—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