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Answer Generation

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TitleStatusHype
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesCode1
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsCode1
Knowing More About Questions Can Help: Improving Calibration in Question AnsweringCode1
KAT: A Knowledge Augmented Transformer for Vision-and-LanguageCode1
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence RegularizationCode1
PeerQA: A Scientific Question Answering Dataset from Peer ReviewsCode1
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question CoverageCode1
xPQA: Cross-Lingual Product Question Answering across 12 LanguagesCode1
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal GenerationCode1
Asking Questions the Human Way: Scalable Question-Answer Generation from Text CorpusCode1
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering—0
Investigating the Generative Approach for Question Answering in E-Commerce—0
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context—0
Context Embeddings for Efficient Answer Generation in RAG—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
Is Semantic Chunking Worth the Computational Cost?—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Incorporating External Knowledge into Machine Reading for Generative Question Answering—0
In Defense of RAG in the Era of Long-Context Language Models—0
Conclusion-Supplement Answer Generation for Non-Factoid Questions—0
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs—0
A Comparative and Experimental Study on Automatic Question Answering Systems and its Robustness against Word Jumbling—0
Introducing a new hyper-parameter for RAG: Context Window Utilization—0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
CMU LiveMedQA at TREC 2017 LiveQA: A Consumer Health Question Answering System—0
Approche de g\'en\'eration de r\'eponse \`a base de transformers (Transformer based approach for answer generation)—0
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time—0
Applying Information Extraction to Storybook Question and Answer Generation—0
Challenges in Procedural Multimodal Machine Comprehension:A Novel Way To Benchmark—0
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering—0
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making—0
FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design—0
1-PAGER: One Pass Answer Generation and Evidence Retrieval—0
Improving Data Augmentation in Low-resource Question Answering with Active Learning in Multiple Stages—0
Answer Generation through Unified Memories over Multiple Passages—0
Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions—0
AgentRM: Enhancing Agent Generalization with Reward Modeling—0
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs—0
Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions—0
Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models—0
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models—0
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure—0
BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law—0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
GEMeX-ThinkVG: Towards Thinking with Visual Grounding in Medical VQA via Reinforcement Learning—0
Answer Generation for Retrieval-based Question Answering Systems—0
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering—0
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