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 2051–2075 of 4740 papers

TitleStatusHype
Domain-matched Pre-training Tasks for Dense Retrieval—0
Domain Adaptation with Active Learning for Coreference Resolution—0
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
Agentic Information Retrieval—0
A Tale of Two Efficient and Informative Negative Sampling Distributions—0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website—0
Domain Adaptation for Enterprise Email Search—0
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations—0
BERTaú: Itaú BERT for digital customer service—0
An Extensible Multilingual Open Source Lemmatizer—0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers—0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA—0
Bernoulli Embeddings for Graphs—0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots—0
Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain—0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
An experimental comparison of label selection methods for hierarchical document clusters—0
Agent Assist through Conversation Analysis—0
Document Selection in a Distributed Search Engine Architecture—0
Document Retrieval using Predication Similarity—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—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