SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1926–1950 of 4740 papers

TitleStatusHype
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
Show:102550
← PrevPage 78 of 190Next →
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