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 4001–4050 of 4740 papers

TitleStatusHype
TECHLIMED system description for the Shared Task on Automatic Arabic Error Correction—0
Semantic Query Expansion for Arabic Information Retrieval—0
Semi-supervised Graph-based Genre Classification for Web Pages—0
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints—0
Balanced Korean Word Spacing with Structural SVM—0
Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries—0
A Framework for the Classification and Annotation of Multiword Expressions in Dialectal Arabic—0
Language Identification in Code-Switching Scenario—0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation—0
Multi-document Summarization Using Bipartite Graphs—0
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data—0
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text—0
Semantic-Based Multilingual Document Clustering via Tensor Modeling—0
A Joint Model for Unsupervised Chinese Word Segmentation—0
A Joint Segmentation and Classification Framework for Sentiment Analysis—0
Tunisian dialect Wordnet creation and enrichment using web resources and other Wordnets—0
A Unified Model for Word Sense Representation and Disambiguation—0
Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval—0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization—0
網頁商家名稱擷取與地址配對之研究 (Store Name Extraction and Name-Address Matching on the Web) [In Chinese]—0
Hierarchical Discriminative Classification for Text-Based Geolocation—0
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization—0
A Neural Network for Factoid Question Answering over Paragraphs—0
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora—0
GloVe: Global Vectors for Word RepresentationCode0
Revisiting Embedding Features for Simple Semi-supervised Learning—0
An Iterative Link-based Method for Parallel Web Page Mining—0
Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction—0
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations—0
Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval—0
Tailor knowledge graph for query understanding: linking intent topics by propagation—0
Named Entity Recognition System for Dialectal Arabic—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
On Evaluation Validity in Music Autotagging—0
Autonomous robots and the SP theory of intelligence—0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval—0
A Benchmark Suite for Template Detection and Content Extraction—0
Interactive Visual Exploration of Topic Models using Graphs—0
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data—0
A Study of Association Measures and their Combination for Arabic MWT Extraction—0
Image Retrieval And Classification Using Local Feature Vectors—0
An Information Retrieval Approach to Short Text ConversationCode0
The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking—0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
Employing Phonetic Speech Recognition for Language and Dialect Specific Search—0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
Identifying Emotional and Informational Support in Online Health Communities—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
TeamZ: Measuring Semantic Textual Similarity for Spanish Using an Overlap-Based Approach—0
Identifying Important Features for Graph Retrieval—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