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 1351–1400 of 4740 papers

TitleStatusHype
Selective Query Processing: a Risk-Sensitive Selection of System Configurations—0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
Soft Prompt Decoding for Multilingual Dense Retrieval—0
Efficient and Effective Tree-based and Neural Learning to Rank—0
Synergistic Interplay between Search and Large Language Models for Information RetrievalCode1
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems—0
NevIR: Negation in Neural Information RetrievalCode0
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case EntailmentCode1
WebCPM: Interactive Web Search for Chinese Long-form Question AnsweringCode2
Autonomous GIS: the next-generation AI-powered GISCode2
Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection—0
Evaluating Embedding APIs for Information Retrieval—0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Ranking & Reweighting Improves Group Distributional Robustness—0
The Role of Relevance in Fair RankingCode0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Category-Oriented Representation Learning for Image to Multi-Modal Retrieval—0
SRTK: A Toolkit for Semantic-relevant Subgraph RetrievalCode1
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting—0
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language ModelsCode2
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view—0
Quantifying the Dissimilarity of TextsCode0
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Understanding Differential Search Index for Text RetrievalCode1
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Multimodal Neural DatabasesCode1
CHIC: Corporate Document for Visual question Answering—0
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval—0
Transfer of knowledge among instruments in automatic music transcription—0
Synthetic Cross-language Information Retrieval Training Data—0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
Multivariate Representation Learning for Information Retrieval—0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation—0
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities—0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
Semantic Compression With Large Language Models—0
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes—0
Overview of the TREC 2022 NeuCLIR Track—0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis—0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
Rethinking Benchmarks for Cross-modal Image-text RetrievalCode1
Is Cross-modal Information Retrieval Possible without Training?—0
Towards a Benchmark for Scientific Understanding in Humans and Machines—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