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Natural Language Understanding

50 directly classified papers

Papers per year

Papers

The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021
Inverse Reinforcement Learning with Natural Language Goals AAAI 2021
Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021
Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021
Event-Centric Natural Language Processing ACL 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020
BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020
Multi-turn Response Selection using Dialogue Dependency Relations EMNLP 2020
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020
An Annotated Corpus of Reference Resolution for Interpreting Common Grounding AAAI 2020
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents AAAI 2020
Machine Reading of Historical Events ACL 2020
Language (Re)modelling: Towards Embodied Language Understanding ACL 2020
On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse AAAI 2019
MAi: An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents AAAI 2019
PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform EMNLP 2018
Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018
CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ACL 2018
End-to-End Goal-Driven Web Navigation NIPS 2016