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Community question answering is the task of answering questions on a Q&A forum or board, such as Stack Overflow or Quora. VPNblade.com

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Datasets

Greatest papers with code

Predicting Subjective Features of Questions of QA Websites using BERT

ICWR 2020 tensorflow/models

Community Question-Answering websites, such as StackOverflow and Quora, expect users to follow specific guidelines in order to maintain content quality.

COMMUNITY QUESTION ANSWERING

Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching

16 Jan 2021BangLiu/ArticlePairMatching

That is because there are usually many noises in the setting of long-form text matching, and it is difficult for existing semantic text matching to capture the key matching signals from this noisy information.

COMMUNITY QUESTION ANSWERING INFORMATION RETRIEVAL SEMANTIC TEXT MATCHING SENTENCE SIMILARITY TEXT MATCHING

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale

EMNLP 2020 ukplab/emnlp2020-multicqa

We investigate the model performances on nine benchmarks of answer selection and question similarity tasks, and show that all 140 models transfer surprisingly well, where the large majority of models substantially outperforms common IR baselines.

ANSWER SELECTION COMMUNITY QUESTION ANSWERING MULTI-TASK LEARNING QUESTION SIMILARITY TEXT MATCHING

Identifying Unclear Questions in Community Question Answering Websites

18 Jan 2019jantrienes/ecir2019-qac

Thousands of complex natural language questions are submitted to community question answering websites on a daily basis, rendering them as one of the most important information sources these days.

CLASSIFICATION COMMUNITY QUESTION ANSWERING TEXT CLASSIFICATION

Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms

29 Aug 2018avikalp7/VQAtoCQA

Specifically, we leverage the success of representation learning for text and images in the visual question answering (VQA) domain, and adapt the underlying concept and architecture for automated category classification and expert retrieval on image-based questions posted on Yahoo!

CLASSIFICATION COMMUNITY QUESTION ANSWERING REPRESENTATION LEARNING VISUAL QUESTION ANSWERING