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 1851–1875 of 4740 papers

TitleStatusHype
Deep Sequence Models for Text Classification Tasks—0
Consistent Polyhedral Surrogates for Top-k Classification and Variants—0
Automatic Context Pattern Generation for Entity Set ExpansionCode0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms—0
GrabQC: Graph based Query Contextualization for automated ICD coding—0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
Multi-Label Learning to Rank through Multi-Objective Optimization—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Star Product PIR Schemes with Colluding Servers over Small Fields—0
Learning to Rank with Small Set of Ground Truth Data—0
Still Haven't Found What You're Looking For -- Detecting the Intent of Web Search Missions from User Interaction Features—0
Location reference recognition from texts: A survey and comparison—0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval—0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation—0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems—0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
Efficient and Accurate Top-K Recovery from Choice Data—0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Sublinear Algorithms for Hierarchical Clustering—0
3D scene reconstruction from monocular spherical video with motion parallax—0
Pliable Private Information Retrieval—0
Words are all you need? Language as an approximation for human similarity judgments—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