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Answer Generation

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Showing 51–100 of 280 papers

TitleStatusHype
Prot2Chat: Protein LLM with Early-Fusion of Text, Sequence and StructureCode0
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal GenerationCode1
Multilingual State Space Models for Structured Question Answering in Indic LanguagesCode0
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement LearningCode2
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering—0
Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering—0
Reliable Text-to-SQL with Adaptive Abstention—0
Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-EvolutionCode0
VISA: Retrieval Augmented Generation with Visual Source Attribution—0
FiVL: A Framework for Improved Vision-Language AlignmentCode0
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems—0
RAG-based Question Answering over Heterogeneous Data and Text—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing—0
A Benchmark for Long-Form Medical Question AnsweringCode0
RAGViz: Diagnose and Visualize Retrieval-Augmented GenerationCode2
PlanRAG: Planning-guided Retrieval Augmented Generation—0
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsCode0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
Is Semantic Chunking Worth the Computational Cost?—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network OperationsCode4
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
Multi-granularity Contrastive Cross-modal Collaborative Generation for End-to-End Long-term Video Question AnsweringCode1
AuditWen:An Open-Source Large Language Model for AuditCode1
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question AnsweringCode0
HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision MakingCode0
RIRAG: Regulatory Information Retrieval and Answer GenerationCode1
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support—0
Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language ModelsCode1
In Defense of RAG in the Era of Long-Context Language Models—0
Genetic Approach to Mitigate Hallucination in Generative IRCode0
What are the limits of cross-lingual dense passage retrieval for low-resource languages?—0
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain—0
Towardseffective teaching assistants: From intent-based chatbots to LLM-poweredteachingassistants—0
LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning—0
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence SelectionCode1
Unleashing Artificial Cognition: Integrating Multiple AI SystemsCode1
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering—0
Introducing a new hyper-parameter for RAG: Context Window Utilization—0
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
Multimodal Reranking for Knowledge-Intensive Visual Question Answering—0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?—0
Context Embeddings for Efficient Answer Generation in RAG—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language ModelsCode1
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