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 3551–3575 of 4740 papers

TitleStatusHype
Instance Selection for Online Automatic Post-Editing in a multi-domain scenario—0
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
Towards Generalizable Sentence Embeddings—0
Constructing a Japanese Basic Named Entity Corpus of Various Genres—0
Orthogonality regularizer for question answering—0
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents—0
Evaluating and Combining Name Entity Recognition Systems—0
Mining linguistic tone patterns with symbolic representation—0
Why ``Blow Out''? A Structural Analysis of the Movie Dialog Dataset—0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Report of NEWS 2016 Machine Transliteration Shared Task—0
Detecting Stance in Tweets And Analyzing its Interaction with Sentiment—0
Cross-Lingual Image Caption Generation—0
Substring-based unsupervised transliteration with phonetic and contextual knowledge—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