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 3751–3800 of 4740 papers

TitleStatusHype
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval—0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition—0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
A Machine Learning Framework for Authorship Identification From Texts—0
Ambient Search: A Document Retrieval System for Speech Streams—0
AMBRA: A Ranking Approach to Temporal Text Classification—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A Meta-Evaluation of C/W/L/A Metrics: System Ranking Similarity, System Ranking Consistency and Discriminative Power—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
A Method of Accounting Bigrams in Topic Models—0
A Method to Disambiguate a Word by Using Restricted Boltzmann Machine—0
A ML-LLM pairing for better code comment classification—0
A model for structured information representation in neural networks—0
A Modular Architecture for Unsupervised Sarcasm Generation—0
A mostly unlexicalized model for recognizing textual entailment—0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension—0
AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders—0
A Multi-Agent Perspective on Modern Information Retrieval—0
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
A multimodal deep learning approach for named entity recognition from social media—0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning—0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases—0
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B—0
A Multi-Task Architecture on Relevance-based Neural Query Translation—0
A Multi-task Learning Framework for Product Ranking with BERT—0
An Accuracy-Enhanced Stemming Algorithm for Arabic Information Retrieval—0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances—0
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering—0
An Adaptive Method for Organization Name Disambiguation with Feature Reinforcing—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems—0
An Alternative Cross Entropy Loss for Learning-to-Rank—0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers—0
Analysis and representation of Igbo text document for a text-based system—0
Analysis of Coreference Relations in the Biomedical Literature—0
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
Analysis of Temporal Expressions Annotated in Clinical Notes—0
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription—0
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview—0
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Analyzing Language Learned by an Active Question Answering Agent—0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition—0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism—0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization—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