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 3701–3750 of 4740 papers

TitleStatusHype
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System—0
Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints—0
Predicting Document Coverage for Relation Extraction—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—0
Predicting Item Survival for Multiple Choice Questions in a High-Stakes Medical Exam—0
Predicting Relevance based on Assessor Disagreement: Analysis and Practical Applications for Search Evaluation—0
Predicting Tasks in Goal-Oriented Spoken Dialog Systems using Semantic Knowledge Bases—0
Predicting the Compositionality of Multiword Expressions Using Translations in Multiple Languages—0
Predicting the relevance of distributional semantic similarity with contextual information—0
Prediction of the Realisation of an Information Need: An EEG Study—0
Preface to the Special Issue of the TAL Journal on Scholarly Document Processing—0
Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata—0
Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?—0
Preserving Multilingual Quality While Tuning Query Encoder on English Only—0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?—0
Pre-training Methods in Information Retrieval—0
Pre-training Tasks for Embedding-based Large-scale Retrieval—0
Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese—0
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors—0
Privacy in Open Search: A Review of Challenges and Solutions—0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions—0
Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning—0
Private Counterfactual Retrieval—0
Private Counterfactual Retrieval With Immutable Features—0
Private Information Retrieval from MDS Coded Data with Colluding Servers: Settling a Conjecture by Freij-Hollanti et al.—0
Private Linear Transformation: The Joint Privacy Case—0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges—0
Probabilistic Blocking with An Application to the Syrian Conflict—0
Probabilistic Hierarchical Clustering of Morphological Paradigms—0
Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data—0
Probing Pretrained Language Models with Hierarchy Properties—0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Proceedings of FACTS-IR 2019—0
Proceedings of the 17th Dutch-Belgian Information Retrieval Workshop—0
Proceedings of the 1st International Workshop on Reading Music Systems—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Proceedings of the 2nd International Workshop on Reading Music Systems—0
Proceedings of the 3rd International Workshop on Reading Music Systems—0
Proceedings of the 4th International Workshop on Reading Music Systems—0
Proceedings of the 6th International Workshop on Reading Music Systems—0
Proceedings of the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL)—0
Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation (HyTra)—0
Product Information Browsing Support System Using Analytic Hierarchy Process—0
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding—0
Progressive Rock Music Classification—0
Promptagator: Few-shot Dense Retrieval From 8 Examples—0
Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages—0
Prompt Performance Prediction for Image Generation—0
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels—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