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Answer Selection

Answer Selection is the task of identifying the correct answer to a question from a pool of candidate answers. This task can be formulated as a classification or a ranking problem.

Source: Learning Analogy-Preserving Sentence Embeddings for Answer Selection

Papers

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Showing 1–50 of 171 papers

TitleStatusHype
Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarksCode2
FinBERT-QA: Financial Question Answering with pre-trained BERT Language ModelsCode2
Paragraph-based Transformer Pre-training for Multi-Sentence InferenceCode1
Leveraging Large Language Models for Multiple Choice Question AnsweringCode1
ComQA:Compositional Question Answering via Hierarchical Graph Neural NetworksCode1
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language ModelsCode1
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection TaskCode1
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic ClusteringCode1
Utilizing Bidirectional Encoder Representations from Transformers for Answer SelectionCode1
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive ScaleCode1
[Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsCode1
CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesCode1
An Attention Mechanism for Answer Selection Using a Combined Global and Local View—0
Attentive Recurrent Tensor Model for Community Question Answering—0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system—0
A Compare-Aggregate Model with Latent Clustering for Answer Selection—0
A Bilingual Interactive Human Avatar Dialogue System—0
Evaluating Machine Reading Systems through Comprehension Tests—0
EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering—0
A Sentence Interaction Network for Modeling Dependence between Sentences—0
ASBERT: Siamese and Triplet network embedding for open question answering—0
Al-Bayan: A Knowledge-based System for Arabic Answer Selection—0
A Strategic Reasoning Model for Generating Alternative Answers—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
A Multi-Size Neural Network with Attention Mechanism for Answer Selection—0
Enhancing Mathematical Reasoning in Large Language Models with Self-Consistency-Based Hallucination Detection—0
Automatic Feature Engineering for Answer Selection and Extraction—0
An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots—0
BAS: An Answer Selection Method Using BERT Language Model—0
A Review on Deep Learning Techniques Applied to Answer Selection—0
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights—0
Enhancing Answer Selection in Community Question Answering with Pre-trained and Large Language Models—0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
CoMiC: Adapting a Short Answer Assessment System for Answer Selection—0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System—0
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering—0
CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task—0
Answer Selection in Arabic Community Question Answering: A Feature-Rich Approach—0
Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching—0
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge—0
COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks—0
Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions—0
Deceptive Answer Prediction with User Preference Graph—0
DEIM: An effective deep encoding and interaction model for sentence matching—0
Distributed Deep Learning for Question Answering—0
A Simple End-to-End Question Answering Model for Product Information—0
Double Retrieval and Ranking for Accurate Question Answering—0
Dynamic Feature Generation Network for Answer Selection—0
Beyond [CLS] through Ranking by Generation—0
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