conftrace_

domain knowledge

163 papers

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Co-occurring keywords

large language model (13587) neural network (6616) knowledge graph (1837) domain adaptation (4595) question answering (2963) benchmark evaluation (1556) representation learning (6206) information extraction (1090) retrieval-augmented generation (1592) knowledge integration (128)

Papers

A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction EMNLP 2023
MultiCMET: A Novel Chinese Benchmark for Understanding Multimodal Metaphor EMNLP 2023
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023
Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose AAAI 2023
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires ACL 2023
Grounding Neural Inference with Satisfiability Modulo Theories NIPS 2023
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers EMNLP 2023
GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023
Encoding Domain Knowledge in Multi-view Latent Variable Models: A Bayesian Approach with Structured Sparsity AISTATS 2023
BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023
Matching Learned Causal Effects of Neural Networks with Domain Priors ICML 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity ICML 2022
Knowledge-Aware Bayesian Deep Topic Model NIPS 2022
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation ACL 2022
Learning with Domain Knowledge to Develop Justifiable Convolutional Networks ACML 2022
Learning Concept Credible Models for Mitigating Shortcuts NIPS 2022
Named Entity Recognition in Industrial Tables using Tabular Language Models EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Constraint Sampling Reinforcement Learning: Incorporating Expertise for Faster Learning AAAI 2022
MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties NIPS 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
Understanding Jargon: Combining Extraction and Generation for Definition Modeling EMNLP 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022