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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? ACL 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog ACL 2021
Retrospective Reader for Machine Reading Comprehension AAAI 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ACL 2021
On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021
Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021
A Survey of Race, Racism, and Anti-Racism in NLP ACL 2021
Assessing Emoji Use in Modern Text Processing Tools ACL 2021
Future-Guided Incremental Transformer for Simultaneous Translation AAAI 2021
Towards Argument Mining for Social Good: A Survey ACL 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ACL 2021
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality NAACL 2021
A Dataset and Baselines for Multilingual Reply Suggestion ACL 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021
ALL Dolphins Are Intelligent and SOME Are Friendly: Probing BERT for Nouns’ Semantic Properties and their Prototypicality EMNLP 2021
Span-based Semantic Parsing for Compositional Generalization ACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Building Interpretable Interaction Trees for Deep NLP Models AAAI 2021
Do Context-Aware Translation Models Pay the Right Attention? ACL 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking ACL 2021