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Answer Generation

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TitleStatusHype
Prot2Chat: Protein LLM with Early-Fusion of Text, Sequence and StructureCode0
Multilingual State Space Models for Structured Question Answering in Indic LanguagesCode0
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
FiVL: A Framework for Improved Vision-Language AlignmentCode0
VISA: Retrieval Augmented Generation with Visual Source Attribution—0
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
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
Is Semantic Chunking Worth the Computational Cost?—0
Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations—0
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
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
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support—0
In Defense of RAG in the Era of Long-Context Language Models—0
Genetic Approach to Mitigate Hallucination in Generative IRCode0
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain—0
What are the limits of cross-lingual dense passage retrieval for low-resource languages?—0
Towardseffective teaching assistants: From intent-based chatbots to LLM-poweredteachingassistants—0
LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning—0
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
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
TrustUQA: A Trustful Framework for Unified Structured Data Question AnsweringCode0
Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Towards Retrieval Augmented Generation over Large Video Libraries—0
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM GenerationCode0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced LanguagesCode0
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning—0
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study—0
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