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 1476–1500 of 4740 papers

TitleStatusHype
Domain-specific vs. Uniform Modeling for Coreference Resolution—0
Domain Transfer based Data Augmentation for Neural Query Translation—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Cross-modal variational inference for bijective signal-symbol translation—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3—0
Don't forget private retrieval: distributed private similarity search for large language models—0
Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?—0
Don't read, just look: Main content extraction from web pages using visual features—0
Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements?—0
DoQA -- Accessing Domain-Specific FAQs via Conversational QA—0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Aggregated Semantic Matching for Short Text Entity Linking—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
Dropping Convexity for More Efficient and Scalable Online Multiview Learning—0
DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion—0
DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents—0
Analyzing Language Learned by an Active Question Answering Agent—0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation—0
Dudley North visits North London: Learning When to Transliterate to Arabic—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Duplicate Detection in a Knowledge Base with PIKA—0
DUTH at SemEval-2017 Task 4: A Voting Classification Approach for Twitter Sentiment Analysis—0
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure—0
Cross-Lingual Topical Relevance Models—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