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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2951–3000 of 4740 papers

TitleStatusHype
SlangNet: A WordNet like resource for English Slang—0
Slugbot: An Application of a Novel and Scalable Open Domain Socialbot Framework—0
SM70: A Large Language Model for Medical Devices—0
Smart vs. Solid Solutions in Computational Linguistics---Machine Translation or Information Retrieval—0
SMILK, linking natural language and data from the web—0
Social Media Predictive Analytics—0
Social Network Extraction: Superficial Method and Information Retrieval—0
Social Participation Ontology: community documentation, enhancements and use examples—0
Sociotechnical Implications of Generative Artificial Intelligence for Information Access—0
SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity—0
SOFTCARDINALITY: Hierarchical Text Overlap for Student Response Analysis—0
Soft Cardinality + ML: Learning Adaptive Similarity Functions for Cross-lingual Textual Entailment—0
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond—0
Soft Prompt Decoding for Multilingual Dense Retrieval—0
SOLAR: Scalable Online Learning Algorithms for Ranking—0
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework—0
Somm: Into the Model—0
SoundSignature: What Type of Music Do You Like?—0
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval—0
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild—0
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness—0
Specifying Viewpoint and Information Need with Affective Metaphors: A System Demonstration of the Metaphor-Magnet Web App/Service—0
Spellchecking for Children in Web Search: a Natural Language Interface Case-study—0
SPFresh: Incremental In-Place Update for Billion-Scale Vector Search—0
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering—0
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