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 4676–4700 of 4740 papers

TitleStatusHype
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
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
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents—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
DUTH at SemEval-2017 Task 5: Sentiment Predictability in Financial Microblogging and News Articles—0
DUTH at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
Dynamic Difficulty Awareness Training for Continuous Emotion Prediction—0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction—0
Dynamic Information Retrieval: Theoretical Framework and Application—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index—0
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines—0
Dynamic Thresholding Mechanisms for IR-Based Filtering in Efficient Source Code Plagiarism Detection—0
Modularized Transfomer-based Ranking Framework—0
Early Stage Sparse Retrieval with Entity Linking—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