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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 1–50 of 61 papers

TitleStatusHype
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language ModelsCode2
LongForm: Effective Instruction Tuning with Reverse InstructionsCode2
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking TechniquesCode2
Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingCode2
WebCPM: Interactive Web Search for Chinese Long-form Question AnsweringCode2
Attribute First, then Generate: Locally-attributable Grounded Text GenerationCode1
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference OptimizationCode1
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
A Critical Evaluation of Evaluations for Long-form Question AnsweringCode1
Controllable Generation from Pre-trained Language Models via Inverse PromptingCode1
ELI5: Long Form Question AnsweringCode1
D2S: Document-to-Slide Generation Via Query-Based Text SummarizationCode1
OLAPH: Improving Factuality in Biomedical Long-form Question AnsweringCode1
SEMQA: Semi-Extractive Multi-Source Question AnsweringCode1
Hurdles to Progress in Long-form Question AnsweringCode1
ALaRM: Align Language Models via Hierarchical Rewards ModelingCode1
Revisiting Sentence Union Generation as a Testbed for Text ConsolidationCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
An Empirical Study of Evaluating Long-form Question AnsweringCode0
Atomic Consistency Preference Optimization for Long-Form Question AnsweringCode0
CaLMQA: Exploring culturally specific long-form question answering across 23 languagesCode0
Concise Answers to Complex Questions: Summarization of Long-form AnswersCode0
Localizing and Mitigating Errors in Long-form Question AnsweringCode0
GenerationPrograms: Fine-grained Attribution with Executable ProgramsCode0
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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