Bayesian Hierarchical Words Representation Learning ACL-2020

Transliteration for Cross-Lingual Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

Linguistic Features for Readability Assessment ACL-2020 BEA-2020 WS-2020

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

Neural Reranking for Dependency Parsing: An Evaluation ACL-2020

Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL-2020

BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL-2020

From English to Code-Switching: Transfer Learning with Strong Morphological Clues ACL-2020

Revisiting Higher-Order Dependency Parsers ACL-2020

Emergence of Syntax Needs Minimal Supervision ACL-2020

Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ACL-2020

Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell ACL-2020

Frugal Paradigm Completion ACL-2020

Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL-2020

Toward Gender-Inclusive Coreference Resolution ACL-2020

Distractor Analysis and Selection for Multiple-Choice Cloze Questions for Second-Language Learners ACL-2020 BEA-2020 WS-2020

Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL-2020

The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 ACL-2020 SIGMORPHON-2020 WS-2020

Reflection-based Word Attribute Transfer ACL-2020

Masked Language Model Scoring ACL-2020

From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ACL-2020

In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology ACL-2020 SIGMORPHON-2020 WS-2020

AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss ACL-2020

Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

One-Size-Fits-All Multilingual Models ACL-2020 SIGMORPHON-2020 WS-2020

A Three-Parameter Rank-Frequency Relation in Natural Languages ACL-2020

Screenplay Summarization Using Latent Narrative Structure ACL-2020

Data Augmentation for Transformer-based G2P ACL-2020 SIGMORPHON-2020 WS-2020

A Multitask Learning Approach for Diacritic Restoration ACL-2020

Supervised Grapheme-to-Phoneme Conversion of Orthographic Schwas in Hindi and Punjabi ACL-2020

Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL-2020

Good-Enough Compositional Data Augmentation ACL-2020

Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL-2020

Bootstrapping Techniques for Polysynthetic Morphological Analysis ACL-2020

The IMS–CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL-2020 SIGMORPHON-2020 WS-2020

How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL-2020

Overview of the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies ACL-2020 IWPT-2020 WS-2020

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ACL-2020

Should All Cross-Lingual Embeddings Speak English? ACL-2020

Hybrid Enhanced Universal Dependencies Parsing ACL-2020 IWPT-2020 WS-2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL-2020

Evaluating Neural Morphological Taggers for Sanskrit ACL-2020 SIGMORPHON-2020 WS-2020

Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview ACL-2020

Modeling Morphological Typology for Unsupervised Learning of Language Morphology ACL-2020

One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ACL-2020 SIGMORPHON-2020 WS-2020

Semi-supervised Contextual Historical Text Normalization ACL-2020

A Simple and Effective Dependency Parser for Telugu ACL-2020

Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs ACL-2020

Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis ACL-2020

Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL-2020 RepL4NLP-2020 WS-2020

Predicting Declension Class from Form and Meaning ACL-2020

Nakdan: Professional Hebrew Diacritizer ACL-2020

Predicting the Growth of Morphological Families from Social and Linguistic Factors ACL-2020

Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL-2020

Multi-Task Neural Model for Agglutinative Language Translation ACL-2020

Proceedings of the The Fourth Widening Natural Language Processing Workshop ACL-2020 WS-2020 WiNLP-2020

Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL-2020 RepL4NLP-2020 WS-2020

It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL-2020

MLQA: Evaluating Cross-lingual Extractive Question Answering ACL-2020

Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL-2020 SIGMORPHON-2020 WS-2020

To compress or not to compress? A Finite-State approach to Nen verbal morphology ACL-2020

PuzzLing Machines: A Challenge on Learning From Small Data ACL-2020

Unsupervised Morphological Paradigm Completion ACL-2020

Neural Multi-task Text Normalization and Sanitization with Pointer-Generator ACL-2020 NLI-2020 WS-2020

The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion ACL-2020 SIGMORPHON-2020 WS-2020

SIGMORPHON 2020 Task 0 System Description: ETH Zürich Team ACL-2020 SIGMORPHON-2020 WS-2020

The Unstoppable Rise of Computational Linguistics in Deep Learning ACL-2020

It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL-2020

Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars ACL-2020 SIGMORPHON-2020 WS-2020

Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task ACL-2020 IWPT-2020 WS-2020

Effectively Aligning and Filtering Parallel Corpora under Sparse Data Conditions ACL-2020

The UniMelb Submission to the SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

Modeling Word Formation in English–German Neural Machine Translation ACL-2020

Learning and Evaluating Emotion Lexicons for 91 Languages ACL-2020

Inflecting When There’s No Majority: Limitations of Encoder-Decoder Neural Networks as Cognitive Models for German Plurals ACL-2020

BPE-Dropout: Simple and Effective Subword Regularization ACL-2020

Leveraging Principal Parts for Morphological Inflection ACL-2020 SIGMORPHON-2020 WS-2020

The Paradigm Discovery Problem ACL-2020

Induced Inflection-Set Keyword Search in Speech ACL-2020 SIGMORPHON-2020 WS-2020

A Graph Auto-encoder Model of Derivational Morphology ACL-2020

Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks ACL-2020 RepL4NLP-2020 WS-2020

KU-CST at the SIGMORPHON 2020 Task 2 on Unsupervised Morphological Paradigm Completion ACL-2020 SIGMORPHON-2020 WS-2020

Predicting Performance for Natural Language Processing Tasks ACL-2020

Tracking the Evolution of Written Language Competence in L2 Spanish Learners ACL-2020 BEA-2020 WS-2020

Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL-2020

When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion ACL-2019

Sparse Sequence-to-Sequence Models ACL-2019

How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP-2019

Heuristic Authorship Obfuscation ACL-2019

Towards Lossless Encoding of Sentences ACL-2019

Complex Word Identification as a Sequence Labelling Task ACL-2019

Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP-2019

Multilingual Neural Machine Translation with Language Clustering EMNLP-2019

Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ACL-2019

Commonsense about Human Senses: Labeled Data Collection Processes EMNLP-2019 WS-2019

Bad Form: Comparing Context-Based and Form-Based Few-Shot Learning in Distributional Semantic Models EMNLP-2019 WS-2019

Better Character Language Modeling through Morphology ACL-2019

SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL-2019

Massively Multilingual Transfer for NER ACL-2019

How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP-2019 WS-2019

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