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 2701–2750 of 4740 papers

TitleStatusHype
A novel model for query expansion using pseudo-relevant web knowledge—0
Interactive Machine Comprehension with Information Seeking AgentsCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
End-To-End Measure for Text Recognition—0
Lukthung Classification Using Neural Networks on Lyrics and Audios—0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Towards Effective Device-Aware Federated Learning—0
CFO: A Framework for Building Production NLP Systems—0
Learning Representations and Agents for Information Retrieval—0
Semantic Source Code Search: A Study of the Past and a Glimpse at the Future—0
Hamming Sentence Embeddings for Information Retrieval—0
Linking Graph Entities with Multiplicity and Provenance—0
AmazonQA: A Review-Based Question Answering TaskCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval—0
On the Merge of k-NN GraphCode0
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model—0
ARS\_NITK at MEDIQA 2019:Analysing Various Methods for Natural Language Inference, Recognising Question Entailment and Medical Question Answering System—0
Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings—0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation—0
Segmentation for Domain Adaptation in Arabic—0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Modelling Dynamic Interactions between Relevance Dimensions—0
Careful Selection of Knowledge to solve Open Book Question Answering—0
Fine-Grained Sentence Functions for Short-Text Conversation—0
Overview and Results: CL-SciSumm Shared Task 2019Code0
Mining Temporal Evolution of Knowledge Graph and Genealogical Features for Literature-based Discovery PredictionCode0
Greedy Optimized Multileaving for PersonalizationCode0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Learning Complex Basis Functions for Invariant Representations of AudioCode0
Proceedings of FACTS-IR 2019—0
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects—0
ReQA: An Evaluation for End-to-End Answer Retrieval ModelsCode0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases—0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition—0
Recherche et extraction d'information dans des cas cliniques. Pr\'esentation de la campagne d'\'evaluation DEFT 2019 (Information Retrieval and Information Extraction from Clinical Cases)—0
Spoken WordNet—0
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations \`a partir de cas cliniques (Document matching and information retrieval using clinical cases)—0
SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage—0
Wikipedia as a Resource for Text Analysis and Retrieval—0
D\'etecter la non-adh\'erence m\'edicamenteuse dans les forums de discussion avec les m\'ethodes de recherche d'information (Detect drug non-compliance in Internet fora using Information Retrieval methods )—0
Evidence-based Trustworthiness—0
Music Performance Analysis: A Survey—0
Survey of Information Encoding Techniques for DNA—0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
RLTM: An Efficient Neural IR Framework for Long Documents—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