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 4701–4740 of 4740 papers

TitleStatusHype
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
SE-PQA: Personalized Community Question AnsweringCode0
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the WebCode0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
A Workbench for Autograding Retrieve/Generate SystemsCode0
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint QueriesCode0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
ORCAS-I: Queries Annotated with Intent using Weak SupervisionCode0
Ordinal Preference Optimization: Aligning Human Preferences via NDCGCode0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingCode0
Enhancing HNSW Index for Real-Time Updates: Addressing Unreachable Points and Performance DegradationCode0
End-to-End Open-Domain Question Answering with BERTseriniCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
2D Matryoshka Training for Information RetrievalCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
EMPRA: Embedding Perturbation Rank Attack against Neural Ranking ModelsCode0
Overlapping Spaces for Compact Graph RepresentationsCode0
Overview and Results: CL-SciSumm Shared Task 2019Code0
Transition-Based Disfluency Detection using LSTMsCode0
A Comparative Study of Feature Types for Age-Based Text ClassificationCode0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
SetRank: Learning a Permutation-Invariant Ranking Model for Information RetrievalCode0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesCode0
Improving Visual-Semantic Embeddings by Learning Semantically-Enhanced Hard Negatives for Cross-modal Information RetrievalCode0
Cross-lingual Information Retrieval with BERTCode0
LT Expertfinder: An Evaluation Framework for Expert Finding MethodsCode0
Luandri: a Clean Lua Interface to the Indri Search EngineCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Lyrics-Based Music Genre Classification Using a Hierarchical Attention NetworkCode0
Lyrics Segmentation: Textual Macrostructure Detection using ConvolutionsCode0
Variance-Aware Regret Bounds for Stochastic Contextual Dueling BanditsCode0
Macaw: An Extensible Conversational Information Seeking PlatformCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Task-oriented Word Embedding for Text ClassificationCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Machine learning for music genre: multifaceted review and experimentation with audiosetCode0
Token-Level Graphs for Short Text ClassificationCode0
PACRR: A Position-Aware Neural IR Model for Relevance MatchingCode0
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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