conftrace_

knowledge integration

128 papers

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KI

Co-occurring keywords

large language model (13587) knowledge graph (1837) external knowledge (167) question answering (2963) retrieval-augmented generation (1592) language model (4599) knowledge base (804) neural network (6616) multimodal learning (4645) pre-trained language model (1515)

Papers

CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
Improving Biomedical Pretrained Language Models with Knowledge NAACL 2021
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021
Integrating External Event Knowledge for Script Learning COLING 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach EMNLP 2020
KnowIT VQA: Answering Knowledge-Based Questions about Videos AAAI 2020
Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition NIPS 2020
Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020
Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms ACL 2020
Dialogue over Context and Structured Knowledge using a Neural Network Model with External Memories AACL 2020
Knowledge-Enhanced Natural Language Inference Based on Knowledge Graphs COLING 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL 2020
Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge ACL 2020
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing IJCNLP 2019
GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension ACL 2019
Integrating Knowledge and Reasoning in Image Understanding IJCAI 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019
Explicit Utilization of General Knowledge in Machine Reading Comprehension ACL 2019
Question Answering by Reasoning Across Documents with Graph Convolutional Networks NAACL 2019
Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018