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Question Similarity
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This is the problem of detecting duplicate questions in forums, which is an important step towards automating the process of answering new questions
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Personalized LLM for Generating Customized Responses to the Same Query from Different Users
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)
QEQR: An Exploration of Query Expansion Methods for Question Retrieval in CQA Services
Learning Metadata-Agnostic Representations for Text-to-SQL In-Context Example Selection
Aspect-oriented Consumer Health Answer Summarization
DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge Tracing
Linguistic Knowledge in Data Augmentation for Natural Language Processing: An Example on Chinese Question Matching
Calculating Question Similarity is Enough: A New Method for KBQA Tasks
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model
General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs
The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
Deep Learning Models for Multilingual Hate Speech Detection
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
SemEval-2016 Task 3: Community Question Answering
SemEval-2017 Task 3: Community Question Answering
Domain-Relevant Embeddings for Medical Question Similarity
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions
NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic
FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance
A Question-Entailment Approach to Question Answering
Adversarial Domain Adaptation for Duplicate Question Detection
Injecting Relational Structural Representation in Neural Networks for Question Similarity
Learning Semantic Textual Similarity from Conversations
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering
Multitask Learning with Deep Neural Networks for Community Question Answering
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions
FAQ-based Question Answering via Word Alignment
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