Cover Image

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tsvilodub, Polina, Hawkins, Robert D., Franke, Michael
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On Emergent Social World Models -- Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models
by: Tsvilodub, Polina, et al.
Published: (2026)

Act or Clarify? Modeling Sensitivity to Uncertainty and Cost in Communication
by: Tsvilodub, Polina, et al.
Published: (2026)

Bayesian Statistical Modeling with Predictors from LLMs
by: Franke, Michael, et al.
Published: (2024)

Experimental Pragmatics with Machines: Testing LLM Predictions for the Inferences of Plain and Embedded Disjunctions
by: Tsvilodub, Polina, et al.
Published: (2024)

Cognitive Modeling with Scaffolded LLMs: A Case Study of Referential Expression Generation
by: Tsvilodub, Polina, et al.
Published: (2024)

Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods
by: Tsvilodub, Polina, et al.
Published: (2024)

Non-literal Understanding of Number Words by Language Models
by: Tsvilodub, Polina, et al.
Published: (2025)

Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering
by: Srikanth, Neha, et al.
Published: (2023)

Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs
by: Cheng, Myra, et al.
Published: (2026)

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
by: Cao, Ruisheng, et al.
Published: (2025)

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering
by: Fu, Rong, et al.
Published: (2026)

Evaluating the Retrieval Component in LLM-Based Question Answering Systems
by: Alinejad, Ashkan, et al.
Published: (2024)

Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering
by: Jain, Parag, et al.
Published: (2024)

Question Calibration and Multi-Hop Modeling for Temporal Question Answering
by: Xue, Chao, et al.
Published: (2024)

Advancing Chart Question Answering with Robust Chart Component Recognition
by: Zheng, Hanwen, et al.
Published: (2024)

Context Filtering with Reward Modeling in Question Answering
by: Kim, Sangryul, et al.
Published: (2024)

Toward Ethical AI Through Bayesian Uncertainty in Neural Question Answering
by: Di Sipio, Riccardo
Published: (2025)

Multimodal Integration of Human-Like Attention in Visual Question Answering
by: Sood, Ekta, et al.
Published: (2021)

Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration
by: Nguyen, Ngoc Son, et al.
Published: (2024)

Do Large Language Models have Shared Weaknesses in Medical Question Answering?
by: Bean, Andrew M., et al.
Published: (2023)

Modeling Contextual Passage Utility for Multihop Question Answering
by: Jain, Akriti, et al.
Published: (2025)

Shadow of the (Hierarchical) Tree: Reconciling Symbolic and Predictive Components of the Neural Code for Syntax
by: Murphy, Elliot
Published: (2024)

EVJVQA Challenge: Multilingual Visual Question Answering
by: Nguyen, Ngan Luu-Thuy, et al.
Published: (2023)

Trustworthy Medical Question Answering: An Evaluation-Centric Survey
by: Wang, Yinuo, et al.
Published: (2025)

Question: How do Large Language Models perform on the Question Answering tasks? Answer:
by: Fischer, Kevin, et al.
Published: (2024)

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering
by: Jiang, Songtao, et al.
Published: (2025)

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
by: Chen, Ruirui, et al.
Published: (2024)

Inferential Question Answering
by: Mozafari, Jamshid, et al.
Published: (2026)

Domain-specific Question Answering with Hybrid Search
by: Sultania, Dewang, et al.
Published: (2024)

Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration
by: Qian, Cheng, et al.
Published: (2024)

Consistency Training by Synthetic Question Generation for Conversational Question Answering
by: Hemati, Hamed Hematian, et al.
Published: (2024)

Performance of GPT-5 Frontier Models in Ophthalmology Question Answering
by: Antaki, Fares, et al.
Published: (2025)

An Entity Linking Agent for Question Answering
by: Luo, Yajie, et al.
Published: (2025)

The Role of Prosody in Spoken Question Answering
by: Chi, Jie, et al.
Published: (2025)

PDF Retrieval Augmented Question Answering
by: Hoang, Thi Thu Uyen, et al.
Published: (2025)

Coal Mining Question Answering with LLMs
by: Rivera, Antonio Carlos, et al.
Published: (2024)

Structured List-Grounded Question Answering
by: Sung, Mujeen, et al.
Published: (2024)

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering with Scalable Context and Symbolic Extension
by: Qiu, Zipeng, et al.
Published: (2024)

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)

From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering
by: Weir, Nathaniel, et al.
Published: (2024)