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 951–1000 of 4740 papers

TitleStatusHype
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
ClaimCompare: A Data Pipeline for Evaluation of Novelty Destroying Patent PairsCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
A Comparison of Centrality Measures for Graph-Based Keyphrase ExtractionCode0
A Study of Implicit Ranking Unfairness in Large Language ModelsCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
A Tool for Conducting User Studies on Mobile DevicesCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled LearningCode0
A template-independent approach for information extraction in real estate documentsCode0
Disentanglement by Cyclic ReconstructionCode0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Distilled Neural Networks for Efficient Learning to RankCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
Diagnosing BERT with Retrieval HeuristicsCode0
Asynchronous Training of Word Embeddings for Large Text CorporaCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
Dense Passage Retrieval in Conversational SearchCode0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Cognition-aware Cognate DetectionCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
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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