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
Learning Comment Generation by Leveraging User-Generated Data—0
Learning Contextualized Music Semantics from Tags via a Siamese Network—0
Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture—0
Learning Cross-Lingual IR from an English Retriever—0
Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multi-view Features—0
Learning Efficient Representations for Image-Based Patent Retrieval—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Learning from Elders: Making an LLM-powered Chatbot for Retirement Communities more Accessible through User-centered Design—0
Learning from Relatives: Unified Dialectal Arabic Segmentation—0
Learning Grounded Meaning Representations with Autoencoders—0
Learning Hash Codes via Hamming Distance Targets—0
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions—0
Learning Image Information for eCommerce Queries—0
Learning Modality-Invariant Representations for Speech and Images—0
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora—0
Learning Neural Representation for CLIR with Adversarial Framework—0
Learning New Semi-Supervised Deep Auto-encoder Features for Statistical Machine Translation—0
Learning Normal Patterns in Musical Loops—0
Learning Open Domain Multi-hop Search Using Reinforcement Learning—0
Learning Optimal Tree Models Under Beam Search—0
Learning Rank Functionals: An Empirical Study—0
Learning Representations and Agents for Information Retrieval—0
Learning Representations by Contrasting Clusters While Bootstrapping Instances—0
Learning Representations of Entities and Relations—0
Learning Semantic Hierarchies via Word Embeddings—0
Learning Semantic Similarity for Very Short Texts—0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
Learning Structures of Negations from Flat Annotations—0
Learning Term Discrimination—0
Learning Term Weights for Ad-hoc Retrieval—0
Learning the Taxonomy of Function Words for Parsing—0
Learning Timeline Difference for Text Categorization—0
Learning to Ask Critical Questions for Assisting Product Search—0
Learning to Exploit Different Translation Resources for Cross Language Information Retrieval—0
Learning to Find Translations and Transliterations on the Web—0
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Learning to predict script events from domain-specific text—0
LearningToQuestion at SemEval 2017 Task 3: Ranking Similar Questions by Learning to Rank Using Rich Features—0
Learning to Rank Academic Experts in the DBLP Dataset—0
Learning to Rank by Optimizing NDCG Measure—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—0
Learning To Rank Resources with GNN—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Extended Missing Data Imputation via GANs for Ranking Applications—0
Learning to Rank with Small Set of Ground Truth Data—0
Learning to Re-rank for Interactive Problem Resolution and Query Refinement—0
Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching—0
Learning to Select the Relevant History Turns in Conversational Question Answering—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