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 801–850 of 4740 papers

TitleStatusHype
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
Centering Similarity Measures to Reduce Hubs—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
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Blind Interference Alignment for Private Information Retrieval—0
BM25 Query Augmentation Learned End-to-End—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—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
A Tale of Two Efficient and Informative Negative Sampling Distributions—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
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent—0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities—0
cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Bridging Dense and Sparse Maximum Inner Product Search—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
Character-Level Chinese Dependency Parsing—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
BERTaú: Itaú BERT for digital customer service—0
Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far—0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Brown University at TREC Deep Learning 2019—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
BUCEADOR, a multi-language search engine for digital libraries—0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms—0
Build Fast and Accurate Lemmatization for Arabic—0
Building a Better Bitext for Structurally Different Languages through Self-training—0
An Extensible Multilingual Open Source Lemmatizer—0
Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests—0
Building a Dataset of Multilingual Cognates for the Romanian Lexicon—0
Building a Finnish SOM-based ontology concept tagger and harvester—0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition—0
Building a Lexicon of Formulaic Language for Language Learners—0
Bernoulli Embeddings for Graphs—0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval—0
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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