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
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
Automatic Labeling of Topic Models Using Text Summaries—0
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories—0
Dealing with word-internal modification and spelling variation in data-driven lemmatization—0
Tables as Semi-structured Knowledge for Question Answering—0
PubTermVariants: biomedical term variants and their use for PubMed search—0
Applying Neural Networks to English-Chinese Named Entity Transliteration—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
Moses-based official baseline for NEWS 2016—0
Online Information Retrieval for Language Learning—0
CSE: Conceptual Sentence Embeddings based on Attention Model—0
Cross-Lingual Named Entity Recognition via Wikification—0
Multi-Modal Representations for Improved Bilingual Lexicon Learning—0
Ontology-Based Categorization of Bacteria and Habitat Entities using Information Retrieval Techniques—0
Searching Four-Millenia-Old Digitized Documents: A Text Retrieval System for Egyptologists—0
You and me... in a vector space: modelling individual speakers with distributional semantics—0
From Extractive to Abstractive Summarization: A Journey—0
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization—0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution—0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene—0
Evaluating embeddings on dictionary-based similarity—0
Accounting ngrams and multi-word terms can improve topic models—0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment—0
MeTA: A Unified Toolkit for Text Retrieval and AnalysisCode0
Creating a Novel Geolocation Corpus from Historical Texts—0
Building a Corpus for Japanese Wikification with Fine-Grained Entity Classes—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