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 45264550 of 4740 papers

TitleStatusHype
Semantically Meaningful Metrics for Norwegian ASR SystemsCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
An Open Source Contractual Language Understanding Application Using Machine LearningCode0
Explaining Text Similarity in Transformer ModelsCode0
Explaining Deep Convolutional Neural Networks on Music ClassificationCode0
Unsupervised Text Segmentation Using Semantic Relatedness GraphsCode0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
The NarrativeQA Reading Comprehension ChallengeCode0
Cognition-aware Cognate DetectionCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
ZeQR: Zero-shot Query Reformulation for Conversational SearchCode0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
Explainable Deep Learning Analysis for Raga Identification in Indian Art MusicCode0
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question AnsweringCode0
Chain-of-Factors Paper-Reviewer MatchingCode0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsCode0
ExpFinder: An Ensemble Expert Finding Model Integrating N-gram Vector Space Model and μCO-HITSCode0
Learning Music Audio Representations With Limited DataCode0
BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph FilteringCode0
A Baseline Temporal Tagger for all LanguagesCode0
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query ExpansionCode0
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty DetectionCode0
Show:102550
← PrevPage 182 of 190Next →

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