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
BioRead: A New Dataset for Biomedical Reading ComprehensionCode0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora—0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision—0
Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model—0
An Initial Test Collection for Ranked Retrieval of SMS Conversations—0
Academic-Industrial Perspective on the Development and Deployment of a Moderation System for a Newspaper Website—0
Annotating Attribution Relations in Arabic—0
DART: A Large Dataset of Dialectal Arabic Tweets—0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition—0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality—0
Scalable Visualisation of Sentiment and Stance—0
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition—0
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy—0
An Information-Providing Closed-Domain Human-Agent Interaction Corpus—0
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?—0
Language adaptation experiments via cross-lingual embeddings for related languages—0
Building a Macro Chinese Discourse Treebank—0
Low Resource Methods for Medieval Document Sections Analysis—0
Fine-grained Semantic Textual Similarity for Serbian—0
KRAUTS: A German Temporally Annotated News CorpusCode0
Word Embedding Approach for Synonym Extraction of Multi-Word TermsCode0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
C-HTS: A Concept-based Hierarchical Text Segmentation approachCode0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages—0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource—0
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.Code0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
Automatic Identification of Research Fields in Scientific Papers—0
Profiling Medical Journal Articles Using a Gene Ontology Semantic TaggerCode0
Automatic Identification of Maghreb Dialects Using a Dictionary-Based Approach—0
Measuring Innovation in Speech and Language Processing Publications.—0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )—0
Neural Caption Generation for News Images—0
KIT-Multi: A Translation-Oriented Multilingual Embedding Corpus—0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi—0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval—0
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
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora—0
Training a Ranking Function for Open-Domain Question Answering—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
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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