| rerankers: A Lightweight Python Library to Unify Ranking Methods | Aug 30, 2024 | Re-RankingRetrieval | CodeCode Available | 5 |
| Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation | Feb 4, 2025 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA | Feb 9, 2024 | Event DetectionHate Speech Detection | CodeCode Available | 4 |
| ReFT: Reasoning with Reinforced Fine-Tuning | Jan 17, 2024 | GSM8KMath | CodeCode Available | 4 |
| SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition | Feb 23, 2025 | Deep HashingGPU | CodeCode Available | 3 |
| Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition | Feb 22, 2024 | Re-RankingVisual Place Recognition | CodeCode Available | 3 |
| PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods | Dec 1, 2020 | Graph LearningLanguage Modeling | CodeCode Available | 3 |
| FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models | Apr 24, 2025 | Answer SelectionInformation Retrieval | CodeCode Available | 2 |
| GENIUS: A Generative Framework for Universal Multimodal Search | Mar 25, 2025 | Information RetrievalQuantization | CodeCode Available | 2 |
| External Knowledge Injection for CLIP-Based Class-Incremental Learning | Mar 11, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization | Mar 2, 2025 | Cross-Modal Person Re-IdentificationPerson Re-Identification | CodeCode Available | 2 |
| SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search | Nov 19, 2024 | QuantizationRe-Ranking | CodeCode Available | 2 |
| Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval | Nov 7, 2024 | Information RetrievalRe-Ranking | CodeCode Available | 2 |
| Pair-VPR: Place-Aware Pre-training and Contrastive Pair Classification for Visual Place Recognition with Vision Transformers | Oct 9, 2024 | DecoderRe-Ranking | CodeCode Available | 2 |
| PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval | Apr 29, 2024 | Document RankingRe-Ranking | CodeCode Available | 2 |
| Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization | Mar 21, 2024 | geo-localizationRe-Ranking | CodeCode Available | 2 |
| Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision | Mar 14, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 2 |
| KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques | Mar 9, 2024 | Knowledge GraphsLong Form Question Answering | CodeCode Available | 2 |
| Large Language Models are In-Context Molecule Learners | Mar 7, 2024 | Cross-Modal RetrievalIn-Context Learning | CodeCode Available | 2 |
| Backtracing: Retrieving the Cause of the Query | Mar 6, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 2 |
| Deep Homography Estimation for Visual Place Recognition | Feb 25, 2024 | Homography EstimationRe-Ranking | CodeCode Available | 2 |
| When is Tree Search Useful for LLM Planning? It Depends on the Discriminator | Feb 16, 2024 | Mathematical ReasoningRe-Ranking | CodeCode Available | 2 |
| Optimal Transport Aggregation for Visual Place Recognition | Nov 27, 2023 | Re-RankingVisual Place Recognition | CodeCode Available | 2 |
| Adapting Language Models to Compress Contexts | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents | Apr 19, 2023 | Information RetrievalPassage Ranking | CodeCode Available | 2 |
