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 2401–2450 of 4740 papers

TitleStatusHype
Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus—0
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction—0
Topic Segmentation Model Focusing on Local Context—0
Topic Segmentation with a Structured Topic Model—0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information—0
Toward a Comparable Corpus of Latvian, Russian and English Tweets—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking—0
Toward Automatic Group Membership Annotation for Group Fairness Evaluation—0
Toward building next-generation Geocoding systems: a systematic review—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
Toward Incorporation of Relevant Documents in word2vec—0
Towards a Benchmark for Scientific Understanding in Humans and Machines—0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme—0
Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System—0
Towards an All-Purpose Content-Based Multimedia Information Retrieval System—0
Towards a Natural Language Query Processing System—0
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models—0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data—0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method—0
Towards Automatic Construction of Knowledge Bases from Chinese Online Resources—0
Towards Automatic Generation of Questions from Long Answers—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Towards Bengali Word Embedding: Corpus Creation, Intrinsic and Extrinsic Evaluations—0
Towards Building a Multilingual Semantic Network: Identifying Interlingual Links in Wikipedia—0
Towards Building KurdNet, the Kurdish WordNet—0
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey—0
Towards Computational Analysis of Pansori Singing—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature—0
Towards Effective Device-Aware Federated Learning—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Towards Finite-State Morphology of Kurdish—0
Towards Generalizable Sentence Embeddings—0
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
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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