| Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation | Mar 15, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 1 | 5 |
| GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration | Jun 2, 2023 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Audio Embeddings as Teachers for Music Classification | Jun 30, 2023 | ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| audioLIME: Listenable Explanations Using Source Separation | Aug 2, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| GFTE: Graph-based Financial Table Extraction | Mar 17, 2020 | Information RetrievalPosition | CodeCode Available | 1 | 5 |
| GuP: Fast Subgraph Matching by Guard-based Pruning | Jun 11, 2023 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 | 5 |
| Judging the Judges: A Collection of LLM-Generated Relevance Judgements | Feb 19, 2025 | Information Retrieval | CodeCode Available | 1 | 5 |
| ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala | Nov 23, 2016 | Information RetrievalMachine Translation | CodeCode Available | 1 | 5 |
| Insights into LLM Long-Context Failures: When Transformers Know but Don't Tell | Jun 20, 2024 | Information RetrievalPosition | CodeCode Available | 1 | 5 |
| An Adversarial Imitation Click Model for Information Retrieval | Apr 13, 2021 | Imitation LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoning | Oct 16, 2024 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training | Jul 11, 2024 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| An Approach to Ensure Fairness in News Articles | Jul 8, 2022 | ArticlesFairness | CodeCode Available | 1 | 5 |
| Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases | Mar 6, 2019 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks | Jan 30, 2023 | Ad-Hoc Information RetrievalArticles | CodeCode Available | 1 | 5 |
| Few-Shot Generative Conversational Query Rewriting | Jun 9, 2020 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| A Comparison of Supervised Learning to Match Methods for Product Search | Jul 20, 2020 | ARCAttribute | CodeCode Available | 1 | 5 |
| Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion | Aug 19, 2021 | CPUInformation Retrieval | CodeCode Available | 1 | 5 |
| Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism | Oct 25, 2023 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| A multi-task semi-supervised framework for Text2Graph & Graph2Text | Feb 12, 2022 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization | Feb 27, 2025 | Information RetrievalKnowledge Graphs | CodeCode Available | 1 | 5 |
| Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature | Oct 24, 2023 | Abstractive Text SummarizationInformation Retrieval | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| An efficient aggregation method for the symbolic representation of temporal data | Jan 14, 2022 | Dimensionality ReductionInformation Retrieval | CodeCode Available | 1 | 5 |
| Building Russian Benchmark for Evaluation of Information Retrieval Models | Apr 17, 2025 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Exploring _0 Sparsification for Inference-free Sparse Retrievers | Apr 21, 2025 | Computational EfficiencyInformation Retrieval | CodeCode Available | 1 | 5 |
| Extending Context Window of Large Language Models via Semantic Compression | Dec 15, 2023 | Few-Shot LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| A Deep Recurrent Survival Model for Unbiased Ranking | Apr 30, 2020 | Information Retrievalmodel | CodeCode Available | 1 | 5 |
| A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval | Jan 8, 2022 | Cross-Modal RetrievalInformation Retrieval | CodeCode Available | 1 | 5 |
| Can LLMs be Good Graph Judge for Knowledge Graph Construction? | Nov 26, 2024 | Denoisinggraph construction | CodeCode Available | 1 | 5 |
| CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation | May 20, 2024 | Contrastive LearningGraph Attention | CodeCode Available | 1 | 5 |
| CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction | May 16, 2022 | Information RetrievalKnowledge Graph Embeddings | CodeCode Available | 1 | 5 |
| A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction | Oct 18, 2023 | Information RetrievalLegal Reasoning | CodeCode Available | 1 | 5 |
| Exploring Dual Encoder Architectures for Question Answering | Apr 14, 2022 | Information RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| Learning Hierarchical Metrical Structure Beyond Measures | Sep 21, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| Learning music audio representations via weak language supervision | Dec 8, 2021 | Audio ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 | 5 |
| Chatting Makes Perfect: Chat-based Image Retrieval | May 31, 2023 | Chat-based Image RetrievalImage Description | CodeCode Available | 1 | 5 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning | Jun 9, 2025 | Information Retrieval | CodeCode Available | 1 | 5 |
| ASPIRE: Assistive System for Performance Evaluation in IR | Dec 20, 2024 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs | Feb 9, 2024 | Data AugmentationInformation Retrieval | CodeCode Available | 1 | 5 |
| Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval | Apr 7, 2025 | Information RetrievalNatural Questions | CodeCode Available | 1 | 5 |
| A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers | May 17, 2024 | Information RetrievalSurvey | CodeCode Available | 1 | 5 |
| A Statutory Article Retrieval Dataset in French | Aug 26, 2021 | ArticlesInformation Retrieval | CodeCode Available | 1 | 5 |
| CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval | Dec 17, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| LLMJudge: LLMs for Relevance Judgments | Aug 9, 2024 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits | Feb 12, 2021 | CPUDocument Ranking | CodeCode Available | 1 | 5 |
