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Long Form Question Answering

Long-form question answering is a task requiring elaborate and in-depth answers to open-ended questions.

Papers

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Showing 26–50 of 61 papers

TitleStatusHype
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the WildCode0
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation SystemsCode0
Putting People in LLMs' Shoes: Generating Better Answers via Question RewriterCode0
Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement LearningCode0
A Claim Decomposition Benchmark for Long-form Answer VerificationCode0
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language ModelsCode0
Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document InputsCode0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
Investigating Answerability of LLMs for Long-Form Question Answering—0
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution—0
LaMP-QA: A Benchmark for Personalized Long-form Question Answering—0
Learning to Plan and Generate Text with Citations—0
FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering—0
Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach—0
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Modeling Exemplification in Long-form Question Answering via Retrieval—0
Multi-Review Fusion-in-Context—0
New Methods & Metrics for LFQA tasks—0
FinTextQA: A Dataset for Long-form Financial Question Answering—0
Adapting Pre-trained Generative Models for Extractive Question Answering—0
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback—0
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question Answering—0
A Novel Computational and Modeling Foundation for Automatic Coherence Assessment—0
Query Refinement Prompts for Closed-Book Long-Form Question Answering—0
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