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 3251–3300 of 4740 papers

TitleStatusHype
Towards Grounding of Formulae—0
Towards Handling Unconstrained User Preferences in Dialogue—0
Towards Human-centered Proactive Conversational Agents—0
Towards Large-scale Generative Ranking—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
Towards Never Ending Language Learning for Morphologically Rich Languages—0
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios—0
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
Towards Quantum Language Models—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval—0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—0
Towards Robustness Analysis of E-Commerce Ranking System—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
Towards Robust Passage Re-Ranking Model by Mitigating Lexical Match Bias—0
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines—0
Towards Semantic Query Segmentation—0
Towards Semantic Search for Community Question Answering for Mortgage Officers—0
Towards the automatic classification of complex-type nominals—0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval—0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes—0
Towards Topic-to-Question Generation—0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations—0
Toward the Understanding of Deep Text Matching Models for Information Retrieval—0
Toward Word Embedding for Personalized Information Retrieval—0
TQDL: Integrated Models for Cross-Language Document Retrieval—0
Tracking Textual Similarities in Neo-Latin Drama Networks—0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—0
Traduction automatique \`a partir de corpus comparables: extraction de phrases parall\`eles \`a partir de donn\'ees comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from multimodal comparable corpora) [in French]—0
TRAIL: Trace Reasoning and Agentic Issue Localization—0
Trainable Citation-enhanced Summarization of Scientific Articles—0
Training a Ranking Function for Open-Domain Question Answering—0
Trans-dimensional Random Fields for Language Modeling—0
Transductive Optimization of Top k Precision—0
Transfer and Multi-Task Learning for Noun--Noun Compound Interpretation—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Transfer of knowledge among instruments in automatic music transcription—0
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning—0
Transforming Wearable Data into Health Insights using Large Language Model Agents—0
Transforming Wikipedia into an Ontology-based Information Retrieval Search Engine for Local Experts using a Third-Party Taxonomy—0
Transition-based Knowledge Graph Embedding with Relational Mapping Properties—0
Transition-Based Syntactic Linearization—0
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation—0
Translation Acquisition Using Synonym Sets—0
Translation Invariant Word Embeddings—0
Translation Memory Retrieval Using Lucene—0
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information—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