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 4201–4250 of 4740 papers

TitleStatusHype
Revision Transformers: Instructing Language Models to Change their ValuesCode0
Improving Retrieval-Based Question Answering with Deep Inference ModelsCode0
Yara Parser: A Fast and Accurate Dependency ParserCode0
MIRB: Mathematical Information Retrieval BenchmarkCode0
Do Neural Ranking Models Intensify Gender Bias?Code0
Domino at FinCausal 2020, Task 1 and 2: Causal Extraction SystemCode0
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial LookCode0
Empirical Evaluation of ChatGPT on Requirements Information Retrieval Under Zero-Shot SettingCode0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual ContextCode0
Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage ResolutionCode0
Mitigating Entity-Level Hallucination in Large Language ModelsCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal PerspectiveCode0
Revisiting Singing Voice Detection: a Quantitative Review and the Future OutlookCode0
An empirical study on the names of points of interest and their changes with geographic distanceCode0
AIRCADE: an Anechoic and IR Convolution-based Auralization Data-compilation EnsembleCode0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label ClassificationCode0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Preliminary Results of a Scientometric Analysis of the German Information Retrieval Community 2020-2023Code0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT ModelsCode0
A Study of Implicit Ranking Unfairness in Large Language ModelsCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
DocMMIR: A Framework for Document Multi-modal Information RetrievalCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Context-Driven Interactive Query Simulations Based on Generative Large Language ModelsCode0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Distilled Neural Networks for Efficient Learning to RankCode0
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian LanguagesCode0
Content-based image retrieval tutorialCode0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
Model-based Unbiased Learning to RankCode0
Unipa-GPT: Large Language Models for university-oriented QA in ItalianCode0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated EpidemicsCode0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural NetworkCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Preventing Catastrophic Forgetting through Memory Networks in Continuous DetectionCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data AugmentationCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Modeling the Music Genre Perception across Language-Bound CulturesCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
textTOvec: Deep Contextualized Neural Autoregressive Topic Models of Language with Distributed Compositional PriorCode0
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural NetworkCode0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation NetworksCode0
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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