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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 3001–3050 of 4740 papers

TitleStatusHype
A Generalized Vector Space Model for Ontology-Based Information Retrieval—0
Exploring Combinations of Ontological Features and Keywords for Text Retrieval—0
Fuzzy quantification for linguistic data analysis and data mining—0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
WordNet-Based Information Retrieval Using Common Hypernyms and Combined Features—0
Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search—0
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing—0
Natural Language Processing for Information ExtractionCode0
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering—0
Pragmatic approach to structured data querying via natural language interface—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—0
Spoken Dialogue for Information Navigation—0
Jack the Reader -- A Machine Reading FrameworkCode0
A Deep Learning Based Approach to Transliteration—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data—0
Automatic Question Generation using Relative Pronouns and Adverbs—0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement—0
MeSH-based dataset for measuring the relevance of text retrieval—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
Accommodation of Conversational Code-Choice—0
Biomedical Document Retrieval for Clinical Decision Support System—0
Natural Language Inference with Definition Embedding Considering Context On the Fly—0
HarriGT: A Tool for Linking News to Science—0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text—0
Report of NEWS 2018 Named Entity Transliteration Shared Task—0
The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid—0
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining—0
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association—0
Statistical Machine Transliteration Baselines for NEWS 2018—0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base—0
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
Context-Aware Neural Model for Temporal Information Extraction—0
The Historical Significance of Textual DistancesCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Evaluation of Information Retrieval Systems Using Structural Equation Modelling—0
Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach—0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
Comparative Analysis of Neural QA models on SQuAD—0
Convergence of Learning Dynamics in Information Retrieval Games—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval—0
Named Entity Recognition with Extremely Limited DataCode0
Information Retrieval in African Languages—0
Distributed Evaluations: Ending Neural Point Metrics—0
Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances—0
Learning to Search in Long Documents Using Document StructureCode0
Measuring Conversational Productivity in Child Forensic Interviews—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