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 801–825 of 4740 papers

TitleStatusHype
Can BERT Dig It? -- Named Entity Recognition for Information Retrieval in the Archaeology Domain—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation—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
Care Episode Retrieval—0
Blind Interference Alignment for Private Information Retrieval—0
BM25 Query Augmentation Learned End-to-End—0
Case law retrieval: problems, methods, challenges and evaluations in the last 20 years—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
A Novel Multimodal Music Genre Classifier using Hierarchical Attention and Convolutional Neural Network—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
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes—0
Bootstrapping a hybrid deep MT system—0
Bootstrapping Term Extractors for Multiple Languages—0
Boundary-based MWE segmentation with text partitioning—0
Answering List Questions using Web as a corpus—0
BERTaú: Itaú BERT for digital customer service—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