| Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits | Feb 12, 2021 | CPUDocument Ranking | CodeCode Available | 1 | 5 |
| ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs | Feb 9, 2024 | Data AugmentationInformation Retrieval | CodeCode Available | 1 | 5 |
| Exploring Dual Encoder Architectures for Question Answering | Apr 14, 2022 | Information RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation | Mar 15, 2022 | Data AugmentationInformation Retrieval | 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 |
| Inductive Entity Representations from Text via Link Prediction | Oct 7, 2020 | Inductive knowledge graph completionInductive Link Prediction | CodeCode Available | 1 | 5 |
| Exploring _0 Sparsification for Inference-free Sparse Retrievers | Apr 21, 2025 | Computational EfficiencyInformation Retrieval | CodeCode Available | 1 | 5 |
| Few-Shot Generative Conversational Query Rewriting | Jun 9, 2020 | Information RetrievalRetrieval | 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 |
| Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention | May 20, 2021 | Information RetrievalLearning-To-Rank | 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 |
| A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search | Jan 29, 2021 | Information RetrievalRecommendation Systems | CodeCode Available | 1 | 5 |
| Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval | Feb 3, 2024 | Information RetrievalKnowledge Graphs | CodeCode Available | 1 | 5 |
| Active Learning from the Web | Oct 15, 2022 | Active LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| ESPN: Memory-Efficient Multi-Vector Information Retrieval | Dec 9, 2023 | Information RetrievalRe-Ranking | 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 |
| Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media | Jun 10, 2020 | ClusteringEvent Detection | CodeCode Available | 1 | 5 |
| Building Russian Benchmark for Evaluation of Information Retrieval Models | Apr 17, 2025 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management | May 4, 2020 | ArticlesDocument Summarization | 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 |
| Chatting Makes Perfect: Chat-based Image Retrieval | May 31, 2023 | Chat-based Image RetrievalImage Description | CodeCode Available | 1 | 5 |
| CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search | Nov 3, 2020 | Domain AdaptationFew-Shot Learning | 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 |
| A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction | Oct 18, 2023 | Information RetrievalLegal Reasoning | CodeCode Available | 1 | 5 |
| Audio Embeddings as Teachers for Music Classification | Jun 30, 2023 | ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs | Oct 15, 2023 | Few-Shot LearningGraph Learning | CodeCode Available | 1 | 5 |
| LAiW: A Chinese Legal Large Language Models Benchmark | Oct 9, 2023 | Information Retrieval | CodeCode Available | 1 | 5 |
| Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search | Nov 26, 2024 | Information 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 |
| Learning a Representation for Cover Song Identification Using Convolutional Neural Network | Nov 1, 2019 | Cover song identificationInformation Retrieval | CodeCode Available | 1 | 5 |
| CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation | Jun 24, 2024 | Information RetrievalRAG | CodeCode Available | 1 | 5 |
| Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus | Jan 27, 2022 | Code SearchInformation Retrieval | CodeCode Available | 1 | 5 |
| Learning music audio representations via weak language supervision | Dec 8, 2021 | Audio ClassificationInformation Retrieval | 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 |
| Adaptive Machine Translation with Large Language Models | Jan 30, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning Passage Impacts for Inverted Indexes | Apr 24, 2021 | Information RetrievalLanguage Modeling | 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 |
| Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better | Jun 16, 2021 | Deep 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 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 | 5 |
| EEG2Mel: Reconstructing Sound from Brain Responses to Music | Jul 28, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List | Apr 15, 2021 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| audioLIME: Listenable Explanations Using Source Separation | Aug 2, 2020 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription Systems | Apr 17, 2022 | Information RetrievalMusic Information Retrieval | CodeCode Available | 1 | 5 |
| ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question Answering | Jun 7, 2024 | Information RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| LLMJudge: LLMs for Relevance Judgments | Aug 9, 2024 | Information RetrievalRetrieval | CodeCode Available | 1 | 5 |
| A Statutory Article Retrieval Dataset in French | Aug 26, 2021 | ArticlesInformation Retrieval | CodeCode Available | 1 | 5 |
