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 776–800 of 4740 papers

TitleStatusHype
Bilingual Sentence Alignment of a Parallel Corpus by Using English as a Pivot Language—0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification—0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
Annotation of Clinical Narratives in Bulgarian language—0
Binary Paragraph Vectors—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
BiographyNet: Methodological Issues when NLP supports historical research—0
Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
Biomedical Document Retrieval for Clinical Decision Support System—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Query Obfuscation Semantic Decomposition—0
Biomedical Question Answering: A Survey of Approaches and Challenges—0
BioMNER: A Dataset for Biomedical Method Entity Recognition—0
Biomolecular Event Extraction using a Stacked Generalization based Classifier—0
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions—0
An Open-source Framework for Multi-level Semantic Similarity Measurement—0
A cascade approach for complex-type classification—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—0
A Tale of Two Efficient and Informative Negative Sampling Distributions—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