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 3251–3300 of 4740 papers

TitleStatusHype
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
UDLex: Towards Cross-language Subcategorization Lexicons—0
Annotation of Clinical Narratives in Bulgarian language—0
A Diachronic Corpus for Romanian (RoDia)—0
Building Dialectal Arabic Corpora—0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources—0
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation—0
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain—0
Generating Answering Patterns from Factoid Arabic Questions—0
Automatic Threshold Detection for Data Selection in Machine Translation—0
Lexical Chains meet Word Embeddings in Document-level Statistical Machine Translation—0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
Structured Generation of Technical Reading Lists—0
Recognizing Textual Entailment in Twitter Using Word Embeddings—0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes—0
Fusion of Simple Models for Native Language Identification—0
Context-Sensitive Recognition for Emerging and Rare Entities—0
Boundary-based MWE segmentation with text partitioning—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Identifying Semantic Edit Intentions from Revisions in Wikipedia—0
Towards Quantum Language Models—0
Chinese Zero Pronoun Resolution with Deep Memory Network—0
Transition-Based Disfluency Detection using LSTMsCode0
Neural Sequence Learning Models for Word Sense Disambiguation—0
Shortest-Path Graph Kernels for Document Similarity—0
Importance sampling for unbiased on-demand evaluation of knowledge base population—0
Demographic-aware word associations—0
StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern—0
R^3: Reinforced Reader-Ranker for Open-Domain Question AnsweringCode0
Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?—0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets—0
Modelling Word Burstiness in Natural Language: A Generalised Polya Process for Document Language Models in Information Retrieval—0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data—0
Improved Answer Selection with Pre-Trained Word Embeddings—0
Variational Deep Semantic Hashing for Text DocumentsCode0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
SESA: Supervised Explicit Semantic Analysis—0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines—0
Query expansion techniques for information retrieval: A survey—0
Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models—0
Evaluating Feature Extraction Methods for Knowledge-based Biomedical Word Sense Disambiguation—0
Assessing the performance of Olelo, a real-time biomedical question answering application—0
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B—0
Automatic classification of doctor-patient questions for a virtual patient record query task—0
Sentence Alignment using Unfolding Recursive Autoencoders—0
Toward a Comparable Corpus of Latvian, Russian and English Tweets—0
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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