| PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models | Oct 9, 2024 | Question AnsweringRetrieval | —Unverified | 0 |
| How to Make LLMs Strong Node Classifiers? | Oct 3, 2024 | Graph LearningNode Classification | —Unverified | 0 |
| LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation | Sep 21, 2024 | Large Language ModelSemantic Retrieval | —Unverified | 0 |
| Learning Spatially-Aware Language and Audio Embeddings | Sep 17, 2024 | AttributeContrastive Learning | —Unverified | 0 |
| Enhancing Relevance of Embedding-based Retrieval at Walmart | Aug 9, 2024 | RerankingRetrieval | —Unverified | 0 |
| APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response Generation | Jul 23, 2024 | Empathetic Response GenerationResponse Generation | CodeCode Available | 0 |
| GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval | Jul 17, 2024 | DecoderImage Enhancement | CodeCode Available | 2 |
| UQE: A Query Engine for Unstructured Databases | Jun 23, 2024 | Semantic Retrieval | —Unverified | 0 |
| MINERS: Multilingual Language Models as Semantic Retrievers | Jun 11, 2024 | RetrievalSemantic Retrieval | CodeCode Available | 1 |
| Renal digital pathology visual knowledge search platform based on language large model and book knowledge | May 27, 2024 | Image SegmentationRetrieval | —Unverified | 0 |
| Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval | Apr 1, 2024 | FairnessLearning-To-Rank | —Unverified | 0 |
| Improving Cross-lingual Representation for Semantic Retrieval with Code-switching | Mar 3, 2024 | Question AnsweringRetrieval | —Unverified | 0 |
| LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain | Feb 21, 2024 | ManagementPrompt Engineering | CodeCode Available | 1 |
| Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features | Nov 28, 2023 | Information RetrievalManagement | —Unverified | 0 |
| M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models | Oct 30, 2023 | 8kSemantic Retrieval | CodeCode Available | 1 |
| If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in History | Oct 16, 2023 | Question AnsweringRetrieval | CodeCode Available | 0 |
| Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval | Oct 12, 2023 | RetrievalSemantic Retrieval | —Unverified | 0 |
| Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation | Aug 24, 2023 | Authorship AttributionKnowledge Distillation | CodeCode Available | 1 |
| MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval | Jul 2, 2023 | Biomedical Information RetrievalContrastive Learning | CodeCode Available | 2 |
| Unified Embedding Based Personalized Retrieval in Etsy Search | Jun 7, 2023 | Feature EngineeringRetrieval | —Unverified | 0 |
| Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System | Jun 5, 2023 | Multi-Task LearningRepresentation Learning | —Unverified | 0 |
| Event-Centric Query Expansion in Web Search | May 30, 2023 | Contrastive LearningRetrieval | —Unverified | 0 |
| Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models | May 25, 2023 | Re-RankingRetrieval | CodeCode Available | 0 |
| Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing | May 24, 2023 | In-Context LearningRetrieval | —Unverified | 0 |
| Description-Based Text Similarity | May 21, 2023 | Language ModellingLarge Language Model | —Unverified | 0 |
