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 3551–3600 of 4740 papers

TitleStatusHype
Generalized residual vector quantization for large scale data—0
Deep Neural Networks for YouTube RecommendationsCode0
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision—0
Lexical-Morphological Modeling for Legal Text Analysis—0
Modality: logic, semantics, annotation and machine learning—0
Automatic label generation for news comment clusters—0
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification—0
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies—0
A Shallow High-Order Parametric Approach to Data Visualization and Compression—0
Content-based image retrieval tutorialCode0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents—0
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval—0
Information-based Modeling of Diachronic Linguistic Change: from Typicality to Productivity—0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene—0
Results of the 4th edition of BioASQ Challenge—0
Evaluating embeddings on dictionary-based similarity—0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment—0
Dealing with word-internal modification and spelling variation in data-driven lemmatization—0
Evaluating and Combining Name Entity Recognition Systems—0
Constructing a Japanese Basic Named Entity Corpus of Various Genres—0
Ontology-Based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques—0
Applying Neural Networks to English-Chinese Named Entity Transliteration—0
Searching Four-Millenia-Old Digitized Documents: A Text Retrieval System for Egyptologists—0
Report of NEWS 2016 Machine Transliteration Shared Task—0
Moses-based official baseline for NEWS 2016—0
PubTermVariants: biomedical term variants and their use for PubMed search—0
Efficient construction of metadata-enhanced web corpora—0
Towards Generalizable Sentence Embeddings—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
Why ``Blow Out''? A Structural Analysis of the Movie Dialog Dataset—0
Creating a Novel Geolocation Corpus from Historical Texts—0
Accounting ngrams and multi-word terms can improve topic models—0
Mining linguistic tone patterns with symbolic representation—0
Substring-based unsupervised transliteration with phonetic and contextual knowledge—0
Cross-Lingual Named Entity Recognition via Wikification—0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment—0
Identifying Temporal Orientation of Word Senses—0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Orthogonality regularizer for question answering—0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories—0
You and me... in a vector space: modelling individual speakers with distributional semantics—0
Tables as Semi-structured Knowledge for Question Answering—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
From Extractive to Abstractive Summarization: A Journey—0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Cross-Lingual Image Caption Generation—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
CSE: Conceptual Sentence Embeddings based on Attention Model—0
Terminology Extraction with Term Variant Detection—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