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Answer Generation

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TitleStatusHype
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and SelectionCode0
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical TasksCode0
HSI: Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language ModelsCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR EnvironmentsCode0
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language ModelsCode0
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference ModelingCode0
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal LearningCode0
Multilingual State Space Models for Structured Question Answering in Indic LanguagesCode0
Genetic Approach to Mitigate Hallucination in Generative IRCode0
Answering Naturally: Factoid to Full length Answer GenerationCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
ELQA: A Corpus of Metalinguistic Questions and Answers about EnglishCode0
AmazonQA: A Review-Based Question Answering TaskCode0
Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation PatchingCode0
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced LanguagesCode0
Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation—0
Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices—0
Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices—0
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval—0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval—0
QontSum: On Contrasting Salient Content for Query-focused Summarization—0
Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering—0
RAG-based Question Answering over Heterogeneous Data and Text—0
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning—0
RAGtifier: Evaluating RAG Generation Approaches of State-of-the-Art RAG Systems for the SIGIR LiveRAG Competition—0
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
Read before Generate! Faithful Long Form Question Answering with Machine Reading—0
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains—0
Reliable Text-to-SQL with Adaptive Abstention—0
ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval—0
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning—0
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy—0
Sequencing Matters: A Generate-Retrieve-Generate Model for Building Conversational Agents—0
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension—0
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers—0
SUMBot: Summarizing Context in Open-Domain Dialogue Systems—0
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition—0
Tackling Biomedical Text Summarization: OAQA at BioASQ 5B—0
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction—0
The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks—0
Towardseffective teaching assistants: From intent-based chatbots to LLM-poweredteachingassistants—0
Towards Mitigating Hallucination in Large Language Models via Self-Reflection—0
Towards Retrieval Augmented Generation over Large Video Libraries—0
Towards Solving Multimodal Comprehension—0
Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems—0
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