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 651–700 of 4740 papers

TitleStatusHype
A graph-based approach to extracting narrative signals from public discourseCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
A Convolutional Approach to Melody Line Identification in Symbolic ScoresCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
Greedy Optimized Multileaving for PersonalizationCode0
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringCode0
GloVe: Global Vectors for Word RepresentationCode0
An Information Retrieval Approach to Short Text ConversationCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
Agent-Enhanced Large Language Models for Researching Political InstitutionsCode0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
Generative AI Enhanced Financial Risk Management Information RetrievalCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion RetrievalCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information RetrievalCode0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature SpacesCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCode0
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science DataCode0
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR ChallengeCode0
Fast Randomized PCA for Sparse DataCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Generative Adversarial User Privacy in Lossy Single-Server Information RetrievalCode0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text MiningCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
Fair Ranking with Noisy Protected AttributesCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
A Workbench for Autograding Retrieve/Generate SystemsCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
FALQU: Finding Answers to Legal QuestionsCode0
Exploring Human-Like Thinking in Search Simulations with Large Language ModelsCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Exploring Diachronic Lexical Semantics with JeSemECode0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
Exploring modality-agnostic representations for music classificationCode0
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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