FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Sep 30, 2024 counterfactual Hallucination
Code Code Available 25 Mixture of A Million Experts Jul 4, 2024 Computational Efficiency Language Modeling
Code Code Available 25 Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph Jan 24, 2025 Community Detection Hallucination
Code Code Available 25 Oceanship: A Large-Scale Dataset for Underwater Audio Target Recognition Jan 4, 2024 Attribute Audio Classification
Code Code Available 25 FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation May 23, 2023 Form Language Modelling
Code Code Available 25 FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems Jun 10, 2025 RAG Retrieval
Code Code Available 25 Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Apr 21, 2022 Cross-Modal Retrieval Image Retrieval
Code Code Available 25 MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems Jan 7, 2025 RAG Retrieval
Code Code Available 25 Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation Mar 3, 2025 Representation Learning Retrieval
Code Code Available 25 A Replication Study of Dense Passage Retriever Apr 12, 2021 Open-Domain Question Answering Question Answering
Code Code Available 25 Multilingual Search with Subword TF-IDF Sep 28, 2022 Information Retrieval Retrieval
Code Code Available 25 ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Nov 16, 2023 RAG Retrieval
Code Code Available 25 Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models Jun 17, 2024 Benchmarking
Code Code Available 25 Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a Benchmark Mar 12, 2025 Image Retrieval Retrieval
Code Code Available 25 Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs Aug 6, 2024 Knowledge Graphs Natural Language Queries
Code Code Available 25 AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Jul 5, 2024 Decision Making Multi-hop Question Answering
Code Code Available 25 CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Mar 20, 2023 Retrieval Scene Understanding
Code Code Available 25 ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Apr 27, 2020 Document Ranking Information Retrieval
Code Code Available 25 Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs May 16, 2025 Retrieval
Code Code Available 25 CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment Sep 14, 2022 Retrieval Text Retrieval
Code Code Available 25 NLLB-CLIP -- train performant multilingual image retrieval model on a budget Sep 4, 2023 Image Retrieval Retrieval
Code Code Available 25 Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations Dec 18, 2020 3D Object Detection 3D Object Tracking
Code Code Available 25 BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images Feb 28, 2023 Retrieval
Code Code Available 25 Extended Mind Transformers Jun 4, 2024 Common Sense Reasoning counterfactual
Code Code Available 25 OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs Sep 8, 2024 Entity Linking RAG
Code Code Available 25 Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available 25 FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search May 20, 2021 Information Retrieval Retrieval
Code Code Available 25 OpenICL: An Open-Source Framework for In-context Learning Mar 6, 2023 In-Context Learning Language Modeling
Code Code Available 25 EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Jun 26, 2025 Graph Reconstruction RAG
Code Code Available 25 Enhancing Retrieval-Augmented Generation: A Study of Best Practices Jan 13, 2025 In-Context Learning RAG
Code Code Available 25 Enabling Large Language Models to Generate Text with Citations May 24, 2023 Hallucination Retrieval
Code Code Available 25 Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework Jun 20, 2024 Hallucination Question Answering
Code Code Available 25 Egocentric Video-Language Pretraining Jun 3, 2022 Action Recognition Contrastive Learning
Code Code Available 25 Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts Feb 24, 2025 Benchmarking Fact Verification
Code Code Available 25 Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022 Jul 4, 2022 Language Modeling Language Modelling
Code Code Available 25 PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric Agents Jul 12, 2024 Information Retrieval Question Answering
Code Code Available 25 AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval Apr 9, 2024 All Information Retrieval
Code Code Available 25 Retrieval with Learned Similarities Jul 22, 2024 Question Answering Recommendation Systems
Code Code Available 25 Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning May 27, 2024 Question Answering RAG
Code Code Available 25 Evaluation of Retrieval-Augmented Generation: A Survey May 13, 2024 Information Retrieval RAG
Code Code Available 25 Associative Recurrent Memory Transformer Jul 5, 2024 Retrieval
Code Code Available 25 Position Interpolation Improves ALiBi Extrapolation Oct 18, 2023 Language Modelling Position
Code Code Available 25 Pretrained Transformers for Text Ranking: BERT and Beyond Oct 13, 2020 Information Retrieval Reranking
Code Code Available 25 Pretrained Visual Uncertainties Feb 26, 2024 Retrieval
Code Code Available 25 Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval Jul 21, 2024 General Knowledge Highlight Detection
Code Code Available 25 Benchmarking Large Language Models in Retrieval-Augmented Generation Sep 4, 2023 Benchmarking counterfactual
Code Code Available 25 Efficient Multi-Vector Dense Retrieval Using Bit Vectors Apr 3, 2024 Quantization Retrieval
Code Code Available 25 Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations Feb 19, 2021 Cultural Vocal Bursts Intensity Prediction Information Retrieval
Code Code Available 25 A Survey of Personalization: From RAG to Agent Apr 14, 2025 RAG Retrieval
Code Code Available 25 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark Dec 17, 2024 Information Retrieval Retrieval
Code Code Available 25