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Papers
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
IJCAI 2025
Do Vision-Language Models Really Understand Visual Language?
ICML 2025
MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering
COLING 2025
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification
ACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
NAACL 2025
Efficient Constrained K-center Clustering with Background Knowledge
AAAI 2024
Enhancing Scientific Document Summarization with Research Community Perspective and Background Knowledge
COLING 2024
Do we become wiser with time? On causal equivalence with tiered background knowledge
UAI 2023
Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations
AAAI 2023
Scalable Theory-Driven Regularization of Scene Graph Generation Models
AAAI 2023
Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation
AAAI 2023
Stance Detection on Social Media with Background Knowledge
EMNLP 2023
The Candide model: How narratives emerge where observations meet beliefs
ACL 2023
CURIE: An Iterative Querying Approach for Reasoning About Situations
ACL 2022
Deep Learning with Logical Constraints
IJCAI 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
EMNLP 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
NeurIPS 2022
On Belief Change for Multi-Label Classifier Encodings
IJCAI 2021
Forgetting to Learn Logic Programs
AAAI 2020
IDA with Background Knowledge
UAI 2020
KLearn: Background Knowledge Inference from Summarization Data
EMNLP 2020
Supervised Learning with Background Knowledge
PGM 2020
Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
AAAI 2020
Unsupervised Commonsense Question Answering with Self-Talk
EMNLP 2020
Event Causality Recognition Exploiting Multiple Annotators’ Judgments and Background Knowledge
EMNLP 2019