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 851–900 of 4740 papers

TitleStatusHype
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Efficient Training of Retrieval Models using Negative CacheCode0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
Authorship verification in the absence of explicit features and thresholdsCode0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
Effective Clustering on Large Attributed Bipartite GraphsCode0
Content-Based Weak Supervision for Ad-Hoc Re-RankingCode0
Efficiency-Effectiveness Reranking FLOPs for LLM-based RerankersCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
A Unified Neural Architecture for Instrumental Audio TasksCode0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient ApproachCode0
Adversarial Hubness in Multi-Modal RetrievalCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
Do Neural Ranking Models Intensify Gender Bias?Code0
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured ConstraintsCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
A Comparison of Methods for Evaluating Generative IRCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
A Study of Implicit Ranking Unfairness in Large Language ModelsCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Disrupt Your Research Using Generative AI Powered ScienceSageCode0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
Distilled Neural Networks for Efficient Learning to RankCode0
On feature selection and evaluation of transportation mode prediction strategiesCode0
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n RecommendationCode0
On the Merge of k-NN GraphCode0
Disentanglement by Cyclic ReconstructionCode0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Disentangling and Integrating Relational and Sensory Information in Transformer ArchitecturesCode0
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-rankerCode0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
Disentangling Past-Future Modeling in Sequential Recommendation via Dual NetworksCode0
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
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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