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 2226–2250 of 4740 papers

TitleStatusHype
Neural document expansion for ad-hoc information retrieval—0
Understanding and Predicting Characteristics of Test Collections in Information Retrieval—0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval—0
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
A White Box Analysis of ColBERT—0
Checking Fact Worthiness using Sentence Embeddings—0
Information retrieval system for silte language using BM25 weighting—0
Building Cross-Sectional Systematic Strategies By Learning to Rank—0
GAN-based Recommendation with Positive-Unlabeled Sampling—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationCode0
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
A Topological Method for Comparing Document Semantics—0
StacMR: Scene-Text Aware Cross-Modal RetrievalCode1
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
Structural Text Segmentation of Legal DocumentsCode1
Conversational BrowsingCode0
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training—0
Frugal neural reranking: evaluation on the Covid-19 literature—0
Character Alignment in Morphologically Complex Translation Sets for Related Languages—0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature—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