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 1451–1500 of 4740 papers

TitleStatusHype
Uzbek text summarization based on TF-IDF—0
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging FaceCode1
Pretraining De-Biased Language Model with Large-scale Click Logs for Document RankingCode1
Diversity matters: Robustness of bias measurements in WikidataCode0
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval—0
From Audio to Symbolic Encoding—0
Human-in-the-Loop Schema Induction—0
LaSER: Language-Specific Event RecommendationCode0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Recall, Robustness, and Lexicographic EvaluationCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
Information Retrieval in long documents: Word clustering approach for improving Semantics—0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning ResearchCode1
A Survey on Event-based News Narrative Extraction—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries—0
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted IndexesCode4
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction—0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Dataset of Natural Language Queries for E-Commerce—0
When Can We Track Significant Preference Shifts in Dueling Bandits?Code0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Fast Gumbel-Max Sketch and its Applications—0
Committed Private Information RetrievalCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
Machine Translation Impact in E-commerce Multilingual Search—0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features—0
Adaptive Machine Translation with Large Language ModelsCode1
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
DocILE 2023 Teaser: Document Information Localization and Extraction—0
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval—0
Efficiently predicting high resolution mass spectra with graph neural networksCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors—0
Information Retrieval: Recent Advances and Beyond—0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
The Recent Advances in Automatic Term Extraction: A survey—0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Access—0
Taking Search to Task—0
A Dataset of Kurdish (Sorani) Named Entities -- An Amendment to Kurdish-BLARK Named EntitiesCode0
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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