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 1651–1700 of 4740 papers

TitleStatusHype
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond—0
MphayaNER: Named Entity Recognition for TshivendaCode0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Ericson: An Interactive Open-Domain Conversational Search Agent—0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval—0
An Intrinsic Framework of Information Retrieval Evaluation Measures—0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual RetrievalCode0
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia—0
Machine Psychology—0
Computationally Efficient Labeling of Cancer Related Forum Posts by Non-Clinical Text Information Retrieval—0
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters—0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians—0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
The Challenge of Differentially Private Screening Rules—0
Stat-weight: Improving the Estimator of Interleaved Methods Outcomes with Statistical Hypothesis Testing—0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Implementation of a noisy hyperlink removal system: A semantic and relatedness approach—0
LongEval-Retrieval: French-English Dynamic Test Collection for Continuous Web Search Evaluation—0
Discovery and Recognition of Formula Concepts using Machine LearningCode0
Retrieval for Extremely Long Queries and Documents with RPRS: a Highly Efficient and Effective Transformer-based Re-RankerCode0
Uzbek text summarization based on TF-IDF—0
CoProver: A Recommender System for Proof Construction—0
Diversity matters: Robustness of bias measurements in WikidataCode0
From Audio to Symbolic Encoding—0
Cross-lingual Knowledge Transfer via Distillation for Multilingual Information Retrieval—0
Human-in-the-Loop Schema Induction—0
LaSER: Language-Specific Event RecommendationCode0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Recall, Robustness, and Lexicographic EvaluationCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
Information Retrieval in long documents: Word clustering approach for improving Semantics—0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
A Survey on Event-based News Narrative Extraction—0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents—0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
When Can We Track Significant Preference Shifts in Dueling Bandits?Code0
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction—0
Dataset of Natural Language Queries for E-Commerce—0
Starting Conversations with Search Engines -- Interfaces that Elicit Natural Language Queries—0
Alloprof: a new French question-answer education dataset and its use in an information retrieval case studyCode0
Fast Gumbel-Max Sketch and its Applications—0
CREDENCE: Counterfactual Explanations for Document Ranking—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