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 2026–2050 of 4740 papers

TitleStatusHype
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation—0
Beyond [CLS] through Ranking by Generation—0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views—0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives—0
Group Reasoning Emission Estimation Networks—0
Dropping Convexity for More Efficient and Scalable Online Multiview Learning—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Aggregated Semantic Matching for Short Text Entity Linking—0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA—0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?—0
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers—0
Hamming Sentence Embeddings for Information Retrieval—0
Don't read, just look: Main content extraction from web pages using visual features—0
Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?—0
Better Retrieval May Not Lead to Better Question Answering—0
Don't forget private retrieval: distributed private similarity search for large language models—0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—0
Domain Transfer based Data Augmentation for Neural Query Translation—0
Domain-specific vs. Uniform Modeling for Coreference Resolution—0
Domain-Sensitive Temporal Tagging By Jannik Str\"otgen, Michael Gertz—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—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