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 1401–1450 of 4740 papers

TitleStatusHype
Cross-topic Argument Mining from Heterogeneous Sources—0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval—0
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition—0
Discovering seminal works with marker papers—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Bag-of-Words Baselines for Semantic Code Search—0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
End-To-End Measure for Text Recognition—0
Balanced Korean Word Spacing with Structural SVM—0
Disentangling Questions from Query Generation for Task-Adaptive Retrieval—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Dissecting an Adversarial framework for Information Retrieval—0
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
Cross-modal variational inference for bijective signal-symbol translation—0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Distillation for Multilingual Information Retrieval—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
Analyzing Language Learned by an Active Question Answering Agent—0
Distilling Transformers for Neural Cross-Domain Search—0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—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
Distributed Document and Phrase Co-embeddings for Descriptive Clustering—0
Distributed Evaluations: Ending Neural Point Metrics—0
Distributed Evolution of Deep Autoencoders—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Distributional Semantics for Resolving Bridging Mentions—0
Distributional Thesauri for Information Retrieval and vice versa—0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation—0
Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource—0
Diversifying Neural Conversation Model with Maximal Marginal Relevance—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
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure—0
Cross-Lingual Topical Relevance Models—0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
DLAFormer: An End-to-End Transformer For Document Layout Analysis—0
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—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