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 2101–2150 of 4740 papers

TitleStatusHype
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
A New Entity Salience Task with Millions of Training Examples—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching—0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
Abstractive Text Summarization for Sanskrit Prose: A Study of Methods and Approaches—0
Diversifying Neural Conversation Model with Maximal Marginal Relevance—0
Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource—0
Distributional Thesauri for Information Retrieval and vice versa—0
BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale—0
A new approach for query expansion using Wikipedia and WordNet—0
Distributional Semantics for Resolving Bridging Mentions—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Batch Evaluation Metrics in Information Retrieval: Measures, Scales, and Meaning—0
Distributed Evolution of Deep Autoencoders—0
Distributed Evaluations: Ending Neural Point Metrics—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
A New Approach for Idiom Identification Using Meanings and the Web—0
Distributed Document and Phrase Co-embeddings for Descriptive Clustering—0
Distinctions in the Formulation of Information Needs in Natural Language; Construction of a Task-Based User Profile Database (Expressions diff\'erenci\'ees des besoins informationnels en Langue Naturelle : construction de profils utilisateurs en fonction des t\^aches de recherche d'informations) [in French]—0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
Distilling Transformers for Neural Cross-Domain Search—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
Distillation for Multilingual Information Retrieval—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
BanditRank: Learning to Rank Using Contextual Bandits—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources—0
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval—0
Dissecting an Adversarial framework for Information Retrieval—0
Disentangling Questions from Query Generation for Task-Adaptive Retrieval—0
Balanced Korean Word Spacing with Structural SVM—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study—0
Bag-of-Words Baselines for Semantic Code Search—0
A Neural Network for Factoid Question Answering over Paragraphs—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words—0
BAD LUC@WMT 2016: a Bilingual Document Alignment Platform Based on Lucene—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