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 1201–1250 of 4740 papers

TitleStatusHype
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsCode0
Zero-shot Audio Topic Reranking using Large Language Models—0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Long-Range Transformer Architectures for Document UnderstandingCode0
Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments—0
Retrieving Evidence from EHRs with LLMs: Possibilities and ChallengesCode0
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Denoising Attention for Query-aware User Modeling in Personalized Search—0
A Survey on Multi-Behavior Sequential Recommendation—0
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUsCode2
Improving Neural Ranking Models with Traditional IR MethodsCode0
Learning Efficient Representations for Image-Based Patent Retrieval—0
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language ModelsCode0
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information—0
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
Evaluating Temporal Persistence Using Replicability Measures—0
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
Taken by Surprise: Contrast effect for Similarity ScoresCode1
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Delphic Costs and Benefits in Web Search: A utilitarian and historical analysis—0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching—0
Large Language Models for Information Retrieval: A SurveyCode2
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight—0
A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset—0
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings—0
Improving Domain-Specific Retrieval by NLI Fine-Tuning—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and RetrievalCode0
Learning to Select the Relevant History Turns in Conversational Question Answering—0
Fast Slate Policy Optimization: Going Beyond Plackett-Luce—0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item RetrievalCode0
Generative Query Reformulation for Effective Adhoc Search—0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection—0
All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed AudioCode2
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
Med-HALT: Medical Domain Hallucination Test for Large Language ModelsCode1
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top-n RecommendationCode0
How User Language Affects Conflict Fatality Estimates in ChatGPT—0
UnScientify: Detecting Scientific Uncertainty in Scholarly Full Text—0
An Intent Taxonomy of Legal Case Retrieval—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Neural Memory Decoding with EEG Data and Representation Learning—0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering—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