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 1901–1950 of 4740 papers

TitleStatusHype
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Zero-Shot Open-Book Question AnsweringCode0
The Impact of Main Content Extraction on Near-Duplicate Detection—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
RELiC: Retrieving Evidence for Literary Claims—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories—0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
Towards Robust Passage Re-Ranking Model by Mitigating Lexical Match Bias—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction—0
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval—0
Design Theory to improve health evidence retrieval—0
Cross-language Information Retrieval—0
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval—0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval—0
Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
Detection of Puffery on the English WikipediaCode0
IR like a SIR: Sense-enhanced Information Retrieval for Multiple LanguagesCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
A Free Format Legal Question Answering System—0
Learning To Generate Piano Music With Sustain PedalsCode1
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
Don't read, just look: Main content extraction from web pages using visual features—0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Privacy in Open Search: A Review of Challenges and Solutions—0
Low-Precision Quantization for Efficient Nearest Neighbor Search—0
Multimodal Entity Tagging with Multimodal Knowledge Base—0
Tagged Documents Co-Clustering—0
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Automatic Recall of Software Lessons Learned for Software Project Managers—0
Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition—0
GeSERA: General-domain Summary Evaluation by Relevance Analysis—0
Voice Information Retrieval In Collaborative Information Seeking—0
Analyzing the Impact of COVID-19 on Economy from the Perspective of Users Reviews—0
A Proposed Conceptual Framework for a Representational Approach to Information 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