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 4101–4150 of 4740 papers

TitleStatusHype
Distinctions in the Formulation of Information Needs in Natural Language; Construction of a Task-Based User Profile Database (Expressions diff\'erenci\'ees des besoins informationnels en Langue Naturelle : construction de profils utilisateurs en fonction des t\^aches de recherche d'informations) [in French]—0
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [in French]—0
A survey on phrase structure learning methods for text classification—0
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network—0
A Semantic Enhanced Model for effective Spatial Information Retrieval—0
Machine learning approach for text and document mining—0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement—0
Semantics for Large-Scale Multimedia: New Challenges for NLP—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
Automatic Detection of Multilingual Dictionaries on the Web—0
Automatic Detection of Cognates Using Orthographic Alignment—0
Exploiting Morphological, Grammatical, and Semantic Correlates for Improved Text Difficulty Assessment—0
Robust Domain Adaptation for Relation Extraction via Clustering Consistency—0
A Survey of Arabic Named Entity Recognition and Classification—0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding—0
Online Learning in Tensor Space—0
Fact Checking: Task definition and dataset construction—0
Character-Level Chinese Dependency Parsing—0
Measuring Distance Between Unordered Sets of Different Sizes—0
Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation—0
Machine Translation of Medical Texts in the Khresmoi Project—0
Findings of the 2014 Workshop on Statistical Machine Translation—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
Low-Resource Semantic Role Labeling—0
Looking for Hyponyms in Vector Space—0
Opinion Mining and Topic Categorization with Novel Term Weighting—0
Collective Matrix Factorization Hashing for Multimodal Data—0
Graph Ranking for Collective Named Entity Disambiguation—0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature—0
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval—0
Hippocratic Abbreviation Expansion—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationCode0
Two-Stage Hashing for Fast Document Retrieval—0
Learning Semantic Hierarchies via Word Embeddings—0
How much do word embeddings encode about syntax?—0
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation—0
Learning Grounded Meaning Representations with Autoencoders—0
Unsupervised Feature Learning for Visual Sign Language Identification—0
Polylingual Tree-Based Topic Models for Translation Domain Adaptation—0
Improving Citation Polarity Classification with Product Reviews—0
Postech's System Description for Medical Text Translation Task—0
Vector space semantics with frequency-driven motifs—0
Predicting the relevance of distributional semantic similarity with contextual information—0
Information Extraction over Structured Data: Question Answering with Freebase—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora—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