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YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning
Towards Robust Expert Finding in Community Question Answering Platforms
Tip of the Tongue Query Elicitation for Simulated Evaluation
Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains
Synthetic Data Generation with Large Language Models for Personalized Community Question Answering
Leveraging Topic Specificity and Social Relationships for Expert Finding in Community Question Answering Platforms
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering
Aspect-oriented Consumer Health Answer Summarization
A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context
Reinforcement learning for question answering in programming domain using public community scoring as a human feedback
Answer Retrieval in Legal Community Question Answering
PEPT: Expert Finding Meets Personalized Pre-training
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models
FinanceBench: A New Benchmark for Financial Question Answering
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards
Feature Engineering in Learning-to-Rank for Community Question Answering Task
Evaluating the Ebb and Flow: An In-depth Analysis of Question-Answering Trends across Diverse Platforms
Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities
Modeling Tag Prediction based on Question Tagging Behavior Analysis of CommunityQA Platform Users
SE-PQA: Personalized Community Question Answering
Bayesian Networks for Named Entity Prediction in Programming Community Question Answering
Task Preferences across Languages on Community Question Answering Platforms
Best-Answer Prediction in Q&A Sites Using User Information
Answer ranking in Community Question Answering: a deep learning approach
Mining Duplicate Questions of Stack Overflow
Simplifying Sparse Expert Recommendation by Revisiting Graph Diffusion
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization
Community Question Answering Entity Linking via Leveraging Auxiliary Data
Towards Semantic Search for Community Question Answering for Mortgage Officers
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents
Expert Finding in Legal Community Question Answering
HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling
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