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 4301–4325 of 4740 papers

TitleStatusHype
Proceedings of the 5th International Workshop on Reading Music SystemsCode0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
TweetNERD -- End to End Entity Linking Benchmark for TweetsCode0
SafeChat: A Framework for Building Trustworthy Collaborative Assistants and a Case Study of its UsefulnessCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
Safe Exploration for Optimizing Contextual BanditsCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Product-based Neural Networks for User Response Prediction over Multi-field Categorical DataCode0
A template-independent approach for information extraction in real estate documentsCode0
Profiling Medical Journal Articles Using a Gene Ontology Semantic TaggerCode0
Diagnosing BERT with Retrieval HeuristicsCode0
Towards Automated Customer SupportCode0
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
TweetsCOV19 -- A Knowledge Base of Semantically Annotated Tweets about the COVID-19 PandemicCode0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Detection of Puffery on the English WikipediaCode0
Interpretation of multi-label classification models using shapley valuesCode0
Multilingual Needle in a Haystack: Investigating Long-Context Behavior of Multilingual Large Language ModelsCode0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
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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