Community Question Answering
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Benchmarks
CrowdSource QA
Quora Question Pairs
Most implemented
Predicting Subjective Features of Questions of QA Websites using BERT
Fact Checking in Community Forums
Tip of the Tongue Query Elicitation for Simulated Evaluation
Community Question Answering Entity Linking via Leveraging Auxiliary Data
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
Towards Robust Expert Finding in Community Question Answering Platforms
Papers
Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
In community question answering (cQA) platforms like Stack Overflow, related question retrieval is recognized as a fundamental task that allows users to retrieve related questions to answer user queries automatically. Al…
Community Question AnsweringSemantic SimilarityA Dataset and Benchmark for Consumer Healthcare Question Summarization
The quest for seeking health information has swamped the web with consumers health-related questions. Generally, consumers use overly descriptive and peripheral information to express their medical condition or other hea…
Natural Language UnderstandingCommunity Question AnsweringMulti-Document SummarizationComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry
Community Question Answering (CQA) platforms can be deemed as important knowledge bases in community, but effectively leveraging historical interactions and domain knowledge in real-time remains a challenge. Existing met…
Community Question AnsweringQuestion AnsweringRetrievalRetrieval-augmented GenerationYaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
Automated summarization of healthcare community question-answering forums is challenging due to diverse perspectives presented across multiple user responses to each question. The PerAnsSumm Shared Task was therefore pro…
Community Question AnsweringQuestion AnsweringUMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning
We present our approach to the PerAnsSumm Shared Task, which involves perspective span identification and perspective-aware summarization in community question-answering (CQA) threads. For span identification, we adopt e…
Community Question AnsweringEnsemble LearningQuestion AnsweringTowards Robust Expert Finding in Community Question Answering Platforms
This paper introduces TUEF, a topic-oriented user-interaction model for fair Expert Finding in Community Question Answering (CQA) platforms. The Expert Finding task in CQA platforms involves identifying proficient users …
Community Question AnsweringQuestion Answering