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 3451–3500 of 4740 papers

TitleStatusHype
Multivariate Representation Learning for Information Retrieval—0
Multi-Vector Retrieval as Sparse Alignment—0
MultiVENT: Multilingual Videos of Events with Aligned Natural Text—0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Multiview LSA: Representation Learning via Generalized CCA—0
Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding—0
Musical Features for Automatic Music Transcription Evaluation—0
Musical Information Extraction from the Singing Voice—0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning—0
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music—0
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging—0
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training—0
Music Genre Classification: Ensemble Learning with Subcomponents-level Attention—0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers—0
Music Performance Analysis: A Survey—0
Named Entity Based Answer Extraction form Hindi Text Corpus Using n-grams—0
Named Entity Disambiguation for little known referents: a topic-based approach—0
Named Entity Evolution Analysis on Wikipedia—0
Named Entity Recognition for Arabic Social Media—0
Named Entity Recognition in Broadcast News Using Similar Written Texts—0
Named Entity Recognition System for Dialectal Arabic—0
Named Entity Recognition System for Sindhi Language—0
Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning—0
Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis—0
Natural Language Inference with Definition Embedding Considering Context On the Fly—0
Natural Language Processing in Watson—0
Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations—0
Natural language technology and query expansion: issues, state-of-the-art and perspectives—0
Advancing the Search Frontier with AI Agents—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches—0
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference—0
Near-filed SAR Image Restoration with Deep Learning Inverse Technique: A Preliminary Study—0
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?—0
Negative Sampling for Contrastive Representation Learning: A Review—0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
Network-Clustered Multi-Modal Bug Localization—0
Neural Approaches to Conversational Information Retrieval—0
Neural Caption Generation for News Images—0
Neural Clinical Paraphrase Generation with Attention—0
Neural context embeddings for automatic discovery of word senses—0
Neural Corrective Machine Unranking—0
Neural document expansion for ad-hoc information retrieval—0
Neural Feature Selection for Learning to Rank—0
Neural Information Retrieval: A Literature Review—0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval—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