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Natural Language Processing

47,076 papers (54 classified directly here)

Subtopics

Applications (26,986) Resources & Methods (16,283) Generation (11,966) Understanding (7,071)

Papers per year

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Papers (including subtopics)

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation EMNLP 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation EMNLP 2019
Distributionally Robust Language Modeling EMNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling EMNLP 2019
Parallel Iterative Edit Models for Local Sequence Transduction EMNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
Compositional Generalization for Primitive Substitutions EMNLP 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution EMNLP 2019
Identifying and Explaining Discriminative Attributes EMNLP 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP 2019
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP 2019
Revealing the Dark Secrets of BERT EMNLP 2019
Machine Translation With Weakly Paired Documents EMNLP 2019
Countering Language Drift via Visual Grounding EMNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings EMNLP 2019
Contrastive Language Adaptation for Cross-Lingual Stance Detection EMNLP 2019
Jointly Learning to Align and Translate with Transformer Models EMNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions EMNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset EMNLP 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019