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 2976–3000 of 4740 papers

TitleStatusHype
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking—0
SPLATE: Sparse Late Interaction Retrieval—0
SplitLLM: Collaborative Inference of LLMs for Model Placement and Throughput Optimization—0
Spoken Dialogue for Information Navigation—0
Spoken WordNet—0
SPred: Large-scale Harvesting of Semantic Predicates—0
Squibs: Spelling Error Patterns in Brazilian Portuguese—0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts—0
SSE: A Metric for Evaluating Search System Explainability—0
Stable and Semi-stable Sampling Approaches for Continuously Used Samples—0
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens—0
Stance Detection and Open Research Avenues—0
STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems—0
Star Product PIR Schemes with Colluding Servers over Small Fields—0
Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset—0
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries—0
State of NLP in Kenya: A Survey—0
State-of-the-Art Kernels for Natural Language Processing—0
State of the Art of User Simulation approaches for conversational information retrieval—0
Statistical Consistency of Top-k Ranking—0
Statistical Inference: The Missing Piece of RecSys Experiment Reliability Discourse—0
Statistical Machine Transliteration Baselines for NEWS 2018—0
Statistical models for text normalization and machine translation—0
Statistical Section Segmentation in Free-Text Clinical Records—0
Statistical Stemming for Kannada—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