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 3701–3750 of 4740 papers

TitleStatusHype
Agent Assist through Conversation Analysis—0
Agentic Information Retrieval—0
Aggregated Semantic Matching for Short Text Entity Linking—0
Aggregating Continuous Word Embeddings for Information Retrieval—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval—0
A Graph-Based Approach to Skill Extraction from Text—0
A Graph-based Readability Assessment Method using Word Coupling—0
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers—0
A hierarchical taxonomy for classifying hardness of inference tasks—0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora—0
A Hybrid Approach for Document Layout Analysis in Document images—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
A Hybrid Approach using Ontology Similarity and Fuzzy Logic for Semantic Question Answering—0
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment—0
AIDArabic A Named-Entity Disambiguation Framework for Arabic Text—0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
AI Mimicry and Human Dignity: Chatbot Use as a Violation of Self-Respect—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
A Joint Approach to Compound Splitting and Idiomatic Compound Detection—0
A Joint Chinese Named Entity Recognition and Disambiguation System—0
A Joint Model for Answer Sentence Ranking and Answer Extraction—0
A Joint Model for Unsupervised Chinese Word Segmentation—0
A Joint Segmentation and Classification Framework for Sentiment Analysis—0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features—0
A Knowledge Graph-Based Search Engine for Robustly Finding Doctors and Locations in the Healthcare Domain—0
A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality—0
A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection—0
A Laypeople Study on Terminology Identification across Domains and Task Definitions—0
A LDA-Based Topic Classification Approach From Highly Imperfect Automatic Transcriptions—0
Algorithmic Foundations of Empirical X-risk Minimization—0
A light way to collect comparable corpora from the Web—0
A Light Weight Stemmer for Urdu Language: A Scarce Resourced Language—0
A Light Weight Stemmer in Kokborok—0
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity—0
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation—0
Aligning Bilingual Literary Works: a Pilot Study—0
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification—0
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback—0
Align Me: A framework to generate Parallel Corpus Using OCRs and Bilingual Dictionaries—0
Alignment Annotation for Clinic Visit Dialogue to Clinical Note Sentence Language Generation—0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
A Linguistic Study on Relevance Modeling in Information Retrieval—0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Allowing for equal opportunities for artists in music recommendation—0
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation—0
A logical representation of Arabic questions toward automatic passage extraction from the Web—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