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
BiographyNet: Methodological Issues when NLP supports historical research—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—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
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
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content—0
BIT at SemEval-2017 Task 1: Using Semantic Information Space to Evaluate Semantic Textual Similarity—0
Blind Interference Alignment for Private Information Retrieval—0
BM25 Query Augmentation Learned End-to-End—0
Book Review: Graph-Based Natural Language Processing and Information Retrieval by Rada Mihalcea and Dragomir Radev—0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek—0
Book Reviews: Natural Language Processing for Social Media by Atefeh Farzindar and Diana Inkpen—0
Book Reviews: Semantic Similarity from Natural Language and Ontology Analysis by S\'ebastien Harispe, Sylvie Ranwez, Stefan Janaqi, and Jacky Montmain—0
Book Review: The Structure of Scientific Articles: Applications to Citation Indexing and Summarization by Simone Teufel—0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings—0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources—0
Boosting Search Engines with Interactive Agents—0
Bootstrapping a hybrid deep MT system—0
Bootstrapping Term Extractors for Multiple Languages—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