| INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models | Feb 22, 2024 | Information RetrievalInstruction Following | 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 |
| TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism | Jan 21, 2025 | Information Retrieval | CodeCode Available | 1 | 5 |
| ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs | Feb 9, 2024 | Data AugmentationInformation Retrieval | CodeCode Available | 1 | 5 |
| YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy | Aug 23, 2023 | Information RetrievalRetrieval | 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 Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers | May 17, 2024 | Information RetrievalSurvey | 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 |
| Exploring _0 Sparsification for Inference-free Sparse Retrievers | Apr 21, 2025 | Computational EfficiencyInformation Retrieval | CodeCode Available | 1 | 5 |
| THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment | May 11, 2023 | Information RetrievalLearning-To-Rank | CodeCode Available | 1 | 5 |
| TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music | Feb 2, 2022 | DecoderInformation Retrieval | CodeCode Available | 1 | 5 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation 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 |
| ReFIT: Relevance Feedback from a Reranker during Inference | May 19, 2023 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Unsupervised Dense Information Retrieval with Contrastive Learning | Dec 16, 2021 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities | Jun 14, 2021 | Emotion RecognitionInformation Retrieval | 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 |
| A Statutory Article Retrieval Dataset in French | Aug 26, 2021 | ArticlesInformation Retrieval | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Transformer Memory as a Differentiable Search Index | Feb 14, 2022 | Information RetrievalRetrieval | 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 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 | 5 |
| Few-Shot Generative Conversational Query Rewriting | Jun 9, 2020 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Hyperbolic Relevance Matching for Neural Keyphrase Extraction | May 4, 2022 | Information RetrievalKeyphrase Extraction | CodeCode Available | 1 | 5 |
| Adaptive Machine Translation with Large Language Models | Jan 30, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| Image-based table recognition: data, model, and evaluation | Nov 25, 2019 | ArticlesDecoder | 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 |
| Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks | Jan 30, 2023 | Ad-Hoc Information RetrievalArticles | CodeCode Available | 1 | 5 |
| ASPIRE: Assistive System for Performance Evaluation in IR | Dec 20, 2024 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| HPI-DHC at TREC 2018 Precision Medicine Track | Nov 14, 2018 | ArticlesDocument Classification | CodeCode Available | 1 | 5 |
| Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking | Oct 19, 2022 | Argument RetrievalInformation Retrieval | CodeCode Available | 1 | 5 |
| jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research | Feb 17, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| Learning Nonsymmetric Determinantal Point Processes | May 30, 2019 | Information RetrievalPoint Processes | CodeCode Available | 1 | 5 |
| MM-ALT: A Multimodal Automatic Lyric Transcription System | Jul 13, 2022 | Action DetectionActivity Detection | 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 |
| Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking Platform | Jul 15, 2020 | ArticlesBenchmarking | CodeCode Available | 1 | 5 |
| AmazonQA: A Review-Based Question Answering Task | Aug 12, 2019 | Answer GenerationInformation Retrieval | CodeCode Available | 0 | 5 |
| A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization | May 13, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 | 5 |
| HIRO: Hierarchical Information Retrieval Optimization | Jun 14, 2024 | Information RetrievalRAG | CodeCode Available | 0 | 5 |
| Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps | Dec 12, 2023 | Information RetrievalRAG | CodeCode Available | 0 | 5 |
| Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications | Nov 14, 2024 | Information RetrievalRAG | CodeCode Available | 0 | 5 |
| Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering | Sep 1, 2024 | Information RetrievalProduct Recommendation | CodeCode Available | 0 | 5 |
| Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages | Dec 16, 2021 | Cross-Lingual Information RetrievalCross-Lingual Word Embeddings | CodeCode Available | 0 | 5 |
| GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training | Aug 3, 2022 | Genre classificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation | Nov 8, 2024 | Information RetrievalMusic Recommendation | CodeCode Available | 0 | 5 |
| HC4: A New Suite of Test Collections for Ad Hoc CLIR | Jan 24, 2022 | Active LearningInformation Retrieval | CodeCode Available | 0 | 5 |
| HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations | Nov 1, 2021 | Information RetrievalLanguage Modelling | CodeCode Available | 0 | 5 |
| Goniometers are a Powerful Acoustic Feature for Music Information Retrieval Tasks | Feb 2, 2023 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 | 5 |
| 2D Matryoshka Training for Information Retrieval | Nov 26, 2024 | Information RetrievalRetrieval | CodeCode Available | 0 | 5 |
| GloVe: Global Vectors for Word Representation | Oct 1, 2014 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
