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 4501–4550 of 4740 papers

TitleStatusHype
R^3: Reinforced Reader-Ranker for Open-Domain Question AnsweringCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
LaSER: Language-Specific Event RecommendationCode0
Neural Ranking Models with Weak SupervisionCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action LocalizationCode0
Word Embeddings for Entity-annotated TextsCode0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
De-DSI: Decentralised Differentiable Search IndexCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Collective Relevance Labeling for Passage RetrievalCode0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
NevIR: Negation in Neural Information RetrievalCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
New Metrics to Encourage Innovation and Diversity in Information Retrieval ApproachesCode0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
Coherence-Based Distributed Document Representation Learning for Scientific DocumentsCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Learning Cluster Representatives for Approximate Nearest Neighbor SearchCode0
NitiBench: A Comprehensive Studies of LLM Frameworks Capabilities for Thai Legal Question AnsweringCode0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
Semantically Meaningful Metrics for Norwegian ASR SystemsCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
An Open Source Contractual Language Understanding Application Using Machine LearningCode0
Explaining Text Similarity in Transformer ModelsCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
The NarrativeQA Reading Comprehension ChallengeCode0
Cognition-aware Cognate DetectionCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
ZeQR: Zero-shot Query Reformulation for Conversational SearchCode0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Explainable Deep Learning Analysis for Raga Identification in Indian Art MusicCode0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question AnsweringCode0
Chain-of-Factors Paper-Reviewer MatchingCode0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Learning Music Audio Representations With Limited DataCode0
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph FilteringCode0
A Baseline Temporal Tagger for all LanguagesCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty DetectionCode0
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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