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 3101–3150 of 4740 papers

TitleStatusHype
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.Code0
BioRead: A New Dataset for Biomedical Reading ComprehensionCode0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval—0
DART: A Large Dataset of Dialectal Arabic Tweets—0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition—0
Annotating Attribution Relations in Arabic—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
Low Resource Methods for Medieval Document Sections Analysis—0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model—0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus—0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Language adaptation experiments via cross-lingual embeddings for related languages—0
Automatic Identification of Research Fields in Scientific Papers—0
C-HTS: A Concept-based Hierarchical Text Segmentation approachCode0
Measuring Innovation in Speech and Language Processing Publications.—0
Fine-grained Semantic Textual Similarity for Serbian—0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality—0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource—0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora—0
Word Embedding Approach for Synonym Extraction of Multi-Word TermsCode0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision—0
An Initial Test Collection for Ranked Retrieval of SMS Conversations—0
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy—0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website—0
KRAUTS: A German Temporally Annotated News CorpusCode0
Building a Macro Chinese Discourse Treebank—0
Neural Caption Generation for News Images—0
Parallel Corpora for the Biomedical DomainCode1
Q-Map: Clinical Concept Mining from Clinical Documents—0
A Review of Automatic Drum Transcription—0
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization—0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
On Using Non-Volatile Memory in Apache Lucene—0
Training a Ranking Function for Open-Domain Question Answering—0
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora—0
Report on the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018)—0
Approximate k-NN Graph Construction: a Generic Online Approach—0
A plug-in approach to maximising precision at the top and recall at the top—0
Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator—0
Web2Text: Deep Structured Boilerplate RemovalCode0
Bernoulli Embeddings for Graphs—0
Evaluating Sentence-Level Relevance Feedback for High-Recall Information Retrieval—0
Studio Ousia's Quiz Bowl Question Answering System—0
Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages—0
Feature Selection and Model Comparison on Microsoft Learning-to-Rank Data Sets—0
Geodabs: Trajectory Indexing Meets Fingerprinting at Scale—0
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing—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