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 3001–3025 of 4740 papers

TitleStatusHype
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering—0
Pragmatic approach to structured data querying via natural language interface—0
Spoken Dialogue for Information Navigation—0
Report of NEWS 2018 Named Entity Transliteration Shared Task—0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data—0
Accommodation of Conversational Code-Choice—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
A Deep Learning Based Approach to Transliteration—0
The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid—0
MeSH-based dataset for measuring the relevance of text retrieval—0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement—0
Statistical Machine Transliteration Baselines for NEWS 2018—0
Natural Language Inference with Definition Embedding Considering Context On the Fly—0
Biomedical Document Retrieval for Clinical Decision Support System—0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Context-Aware Neural Model for Temporal Information Extraction—0
Automatic Question Generation using Relative Pronouns and Adverbs—0
HarriGT: A Tool for Linking News to Science—0
Jack the Reader -- A Machine Reading FrameworkCode0
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association—0
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—0
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text—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