| MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs | Nov 4, 2024 | Cross-Modal RetrievalInformation Retrieval | —Unverified | 0 |
| Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models | Oct 31, 2024 | Instruction FollowingReranking | CodeCode Available | 0 |
| JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking | Oct 31, 2024 | Code CompletionOpen-Domain Question Answering | —Unverified | 0 |
| LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation | Oct 28, 2024 | Keyword ExtractionRAG | CodeCode Available | 0 |
| Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval | Oct 24, 2024 | Information RetrievalPassage Reranking | —Unverified | 0 |
| GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings | Oct 18, 2024 | Contrastive LearningMTEB Benchmark | CodeCode Available | 0 |
| AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG task | Oct 15, 2024 | Data AugmentationFact Checking | CodeCode Available | 0 |
| Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option | Oct 15, 2024 | Reranking | —Unverified | 0 |
| ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation | Oct 7, 2024 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Learning How Hard to Think: Input-Adaptive Allocation of LM Computation | Oct 7, 2024 | Code GenerationLanguage Modelling | —Unverified | 0 |
| Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross Encoders | Oct 6, 2024 | Passage RetrievalReranking | CodeCode Available | 0 |
| Unified Multimodal Interleaved Document Representation for Retrieval | Oct 3, 2024 | Information RetrievalReranking | —Unverified | 0 |
| Open-World Evaluation for Retrieving Diverse Perspectives | Sep 26, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation | Sep 26, 2024 | RAGRecommendation Systems | —Unverified | 0 |
| Reranking Laws for Language Generation: A Communication-Theoretic Perspective | Sep 11, 2024 | Code GenerationMachine Translation | —Unverified | 0 |
| Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning | Sep 2, 2024 | Audio captioningReranking | —Unverified | 0 |
| 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 |
| Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation | Aug 30, 2024 | DiversityMachine Translation | —Unverified | 0 |
| DOCE: Finding the Sweet Spot for Execution-Based Code Generation | Aug 25, 2024 | Code GenerationReranking | CodeCode Available | 0 |
| The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design | Aug 22, 2024 | Information RetrievalReranking | —Unverified | 0 |
| Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method | Aug 19, 2024 | Recommendation SystemsReranking | CodeCode Available | 0 |
| CIKMar: A Dual-Encoder Approach to Prompt-Based Reranking in Educational Dialogue Systems | Aug 16, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SC-Rec: Enhancing Generative Retrieval with Self-Consistent Reranking for Sequential Recommendation | Aug 16, 2024 | Recommendation SystemsReranking | —Unverified | 0 |
| Enhancing Relevance of Embedding-based Retrieval at Walmart | Aug 9, 2024 | RerankingRetrieval | —Unverified | 0 |
| Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation | Aug 4, 2024 | Learning-To-RankReranking | CodeCode Available | 0 |