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 2126–2150 of 4740 papers

TitleStatusHype
Convergence of Learning Dynamics in Information Retrieval Games—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Improving Sentence Completion in Dialogues with Multi-Modal Features—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees—0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions—0
Contri(e)ve: Context + Retrieve for Scholarly Question Answering—0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique—0
A Multi-task Learning Framework for Product Ranking with BERT—0
AD-GPT: Large Language Models in Alzheimer's Disease—0
A Survey on Adversarial Information Retrieval on the Web—0
Contrastive Pre-training for Zero-Shot Information Retrieval—0
A Multi-Task Architecture on Relevance-based Neural Query Translation—0
Continuous signal sparse encoding using analog neuromorphic variability—0
A Survey of Text Mining Architectures and the UIMA Standard—0
A3: Android Agent Arena for Mobile GUI Agents—0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling—0
Continuous Active Learning Using Pretrained Transformers—0
Exploring the Practicality of Generative Retrieval on Dynamic Corpora—0
A survey of SMS based Information Systems—0
A Survey of Quantum Theory Inspired Approaches to Information Retrieval—0
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B—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