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 901–950 of 4740 papers

TitleStatusHype
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
A Comparison of Methods for Evaluating Generative IRCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
Do Neural Ranking Models Intensify Gender Bias?Code0
A Study of Implicit Ranking Unfairness in Large Language ModelsCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
A Tutorial on Deep Learning for Music Information RetrievalCode0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Probabilistic emotion and sentiment modelling of patient-reported experiencesCode0
Probabilistic Latent Semantic AnalysisCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
A Baseline Temporal Tagger for all LanguagesCode0
Disentanglement by Cyclic ReconstructionCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Quantifying consensus of rankings based on q-support patternsCode0
Quantifying Positional Biases in Text Embedding ModelsCode0
Quantifying the Dissimilarity of TextsCode0
Distilled Neural Networks for Efficient Learning to RankCode0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Query Understanding via Intent Description GenerationCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Chinese Parsing Exploiting CharactersCode0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Diagnosing BERT with Retrieval HeuristicsCode0
A Comparison of Centrality Measures for Graph-Based Keyphrase ExtractionCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Denoising Distantly Supervised Open-Domain Question AnsweringCode0
Dense Passage Retrieval in Conversational SearchCode0
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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