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 1251–1275 of 4740 papers

TitleStatusHype
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative TransformersCode0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
Search and Society: Reimagining Information Access for Radical Futures—0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models—0
Enhanced Facet Generation with LLM Editing—0
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration—0
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsCode0
Recourse for reclamation: Chatting with generative language models—0
Preventing Catastrophic Forgetting through Memory Networks in Continuous DetectionCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing—0
Whose Side Are You On? Investigating the Political Stance of Large Language ModelsCode0
Seed-based information retrieval in networks of research publications: Evaluation of direct citations, bibliographic coupling, co-citations and PubMed related article score—0
Online and Offline Evaluation in Search Clarification—0
Logical Discrete Graphical Models Must Supplement Large Language Models for Information Synthesis—0
USimAgent: Large Language Models for Simulating Search UsersCode0
Foundation Models and Information Retrieval in Digital Pathology—0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Towards Robustness Analysis of E-Commerce Ranking System—0
Unsupervised Multilingual Dense Retrieval via Generative Pseudo LabelingCode0
Learning to Ask Critical Questions for Assisting Product Search—0
KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification—0
Evaluating the Explainability of Neural Rankers—0
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space—0
Show:102550
← PrevPage 51 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