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 2051–2100 of 4740 papers

TitleStatusHype
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
RELiC: Retrieving Evidence for Literary Claims—0
Design Theory to improve health evidence retrieval—0
Cross-language Information Retrieval—0
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval—0
Twitter Big Data as a Resource for Exoskeleton Research: A Large-Scale Dataset of about 140,000 Tweets and 100 Research Questions—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
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
GerDaLIR: A German Dataset for Legal Information Retrieval—0
FJWU Participation for the WMT21 Biomedical Translation Task—0
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
A Free Format Legal Question Answering System—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
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
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
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
SDR: Efficient Neural Re-ranking using Succinct Document Representation—0
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only—0
Factored couplings in multi-marginal optimal transport via difference of convex programming—0
A BERT-based Siamese-structured Retrieval Model—0
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics—0
Assessing Algorithmic Biases for Musical Version Identification—0
Regularized Autoencoders for Isometric Representation Learning—0
In defense of dual-encoders for neural ranking—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank—0
Revisiting Locality-Sensitive Binary Codes from Random Fourier Features—0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Contrastive Pre-training for Zero-Shot Information Retrieval—0
The eDiscovery Medicine Show—0
A Proposal of Automatic Error Correction in Text—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—0
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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