SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Showing 36513700 of 4740 papers

TitleStatusHype
Adaptor Grammars for Learning Non-Concatenative Morphology0
A Database of Attribution Relations0
A Data Driven Approach for Person Name Disambiguation in Web Search Results0
A data-driven strategy to combine word embeddings in information retrieval0
A dataset and baselines for sequential open-domain question answering0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision0
Adding Morpho-semantic Relations to the Romanian Wordnet0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection0
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data0
A Deep Investigation of Deep IR Models0
A Deep Learning Based Approach to Transliteration0
A Deep Look into Neural Ranking Models for Information Retrieval0
AD-GPT: Large Language Models in Alzheimer's Disease0
Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT20
A Diachronic Corpus for Romanian (RoDia)0
A Dictionary-Based Approach for Evaluating Orthographic Methods in Cognates Identification0
A disambiguation resource extracted from Wikipedia for semantic annotation0
A Distant Supervision Approach for Identifying Perspectives in Unstructured User-Generated Text0
A distributed system for SearchOnMath based on the Microsoft BizSpark program0
ADoCS: Automatic Designer of Conference Schedules0
A Domain Generalization Perspective on Listwise Context Modeling0
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics0
Advances and Challenges in Conversational Recommender Systems: A Survey0
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark0
Adversarial attacks against Fact Extraction and VERification0
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method0
Adversarial Learning for Improved Onsets and Frames Music Transcription0
Adversarial Prediction Games for Multivariate Losses0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection0
Advice from the Oracle: Really Intelligent Information Retrieval0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences0
A Feature Analysis for Multimodal News Retrieval0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques0
Affect Enriched Word Embeddings for News Information Retrieval0
Affective Common Sense Knowledge Acquisition for Sentiment Analysis0
Affective Music Information Retrieval0
A Finite-State Morphological Analyser for Sindhi0
A Framework for Public Health Surveillance0
A Framework for the Classification and Annotation of Multiword Expressions in Dialectal Arabic0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets0
A Free Format Legal Question Answering System0
A French Corpus for Semantic Similarity0
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge0
A Generalized Vector Space Model for Ontology-Based Information Retrieval0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified