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 2376–2400 of 4740 papers

TitleStatusHype
The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets—0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval—0
The 'who' and 'what' of #diabetes on Twitter—0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics—0
Thrust: Adaptively Propels Large Language Models with External Knowledge—0
Tiering as a Stochastic Submodular Optimization Problem—0
Retrieval-Augmented Feature Generation for Domain-Specific Classification—0
Tight Semi-Nonnegative Matrix Factorization—0
Time-Aware and Corpus-Specific Entity Relatedness—0
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information—0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification—0
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay—0
T-Know: a Knowledge Graph-based Question Answering and Infor-mation Retrieval System for Traditional Chinese Medicine—0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers—0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
Tools for Terminology Processing—0
Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools—0
Topical Key Concept Extraction from Folksonomy—0
Topical Result Caching in Web Search Engines—0
Topical Segmentation: a Study of Human Performance and a New Measure of Quality.—0
Topic Extraction and Bundling of Related Scientific Articles—0
Topic Intrusion for Automatic Topic Model Evaluation—0
Topic Level Disambiguation for Weak Queries—0
Topic Models: Accounting Component Structure of Bigrams—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