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 1926–1950 of 4740 papers

TitleStatusHype
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
From medical language processing to BioNLP domain—0
From Natural Language to Ontology Population in the Cultural Heritage Domain. A Computational Linguistics-based approach.—0
Adaptive Speech Understanding for Intuitive Model-based Spoken Dialogues—0
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval—0
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering—0
CLEAR -- Simple Corpus for Medical French—0
Graph-based alignment of narratives for automated neurological assessment—0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems—0
Further Theoretical Study of Distribution Separation Method for Information Retrieval—0
A Linguistic Study on Relevance Modeling in Information Retrieval—0
Fusion of Simple Models for Native Language Identification—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Fuzzy quantification for linguistic data analysis and data mining—0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
GAN-based Recommendation with Positive-Unlabeled Sampling—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
GASC: Genre-Aware Semantic Change for Ancient Greek—0
CLIP-AE: CLIP-assisted Cross-view Audio-Visual Enhancement for Unsupervised Temporal Action Localization—0
A Topological Method for Comparing Document Semantics—0
GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval—0
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval—0
A Domain Generalization Perspective on Listwise Context Modeling—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