semantic inference

Diagnosing Performance Issues in Application-Defined Resources OSDI 2026 Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment ACL 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024 Riddle Me This: Evaluating Large Language Models in Solving Word-Based Games COLING 2024 COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023 Identifying Physical Object Use in Sentences EMNLP 2022 Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences EMNLP 2022 Anonymisation Models for Text Data: State of the art, Challenges and Future Directions ACL 2021 Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021 Multivalent Entailment Graphs for Question Answering EMNLP 2021 Inferring symmetry in natural language EMNLP 2020 How well do NLI models capture verb veridicality? EMNLP 2019 Local Relation Networks for Image Recognition ICCV 2019 Variational Structured Semantic Inference for Diverse Image Captioning NeurIPS 2019 Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018 A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 Preserving Semantic Relations for Zero-Shot Learning CVPR 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 Learning from Ontology Streams with Semantic Concept Drift IJCAI 2017