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Papers
Unsupervised training data re-weighting for natural language understanding with local distribution approximation
EMNLP 2022
VALUE: Understanding Dialect Disparity in NLU
ACL 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding
EMNLP 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
NAACL 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it
NAACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems
EMNLP 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective
EMNLP 2022
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English
EMNLP 2021
Active Learning by Acquiring Contrastive Examples
EMNLP 2021
AdapterFusion: Non-Destructive Task Composition for Transfer Learning
EACL 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach
EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors
EMNLP 2021
A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit
CoNLL 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
NAACL 2021
ALUE: Arabic Language Understanding Evaluation
EACL 2021
Analyzing BERT’s Knowledge of Hypernymy via Prompting
EMNLP 2021
ARCH: Efficient Adversarial Regularized Training with Caching
EMNLP 2021
Are We Summarizing the Right Way? A Survey of Dialogue Summarization Data Sets
EMNLP 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems
EMNLP 2021
Asking It All: Generating Contextualized Questions for any Semantic Role
EMNLP 2021
Attention Beam: An Image Captioning Approach (Student Abstract)
AAAI 2021
Automatic Radiology Report Editing Through Voice
Interspeech 2021
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations
NAACL 2021
Benchmarking Machine Reading Comprehension: A Psychological Perspective
EACL 2021
Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling
Interspeech 2021