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Answer Generation

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TitleStatusHype
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs—0
MM-Instruct: Generated Visual Instructions for Large Multimodal Model AlignmentCode1
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
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
Hallucination Mitigation Prompts Long-term Video UnderstandingCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
FairytaleQA Translated: Enabling Educational Question and Answer Generation in Less-Resourced LanguagesCode0
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
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
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?Code1
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal LearningCode0
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models—0
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models—0
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative ComprehensionCode0
VideoDistill: Language-aware Vision Distillation for Video Question Answering—0
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical DomainCode0
Are Large Language Models Good at Utility Judgments?Code0
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention—0
Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs—0
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question AnsweringCode1
Automatic Question-Answer Generation for Long-Tail Knowledge—0
How to think step-by-step: A mechanistic understanding of chain-of-thought reasoningCode1
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models—0
Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic SupervisionCode0
GenSERP: Large Language Models for Whole Page Presentation—0
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language ModelsCode3
NetLLM: Adapting Large Language Models for Networking—0
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks—0
Graph Guided Question Answer Generation for Procedural Question-Answering—0
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context—0
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and SelectionCode0
Language-aware Visual Semantic Distillation for Video Question Answering—0
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence RegularizationCode1
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design AutomationCode2
PokeMQA: Programmable knowledge editing for Multi-hop Question AnsweringCode1
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models—0
A Comparative and Experimental Study on Automatic Question Answering Systems and its Robustness against Word Jumbling—0
Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers—0
Sequencing Matters: A Generate-Retrieve-Generate Model for Building Conversational Agents—0
DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense UnderstandingCode0
1-PAGER: One Pass Answer Generation and Evidence Retrieval—0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Improving Question Generation with Multi-level Content PlanningCode1
Optimizing Retrieval-augmented Reader Models via Token EliminationCode0
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