nlp2019-paperList

LM

1. Do Massively Pretrained Language Models Make Better Storytellers?

2. Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers

3. Factored Language Models and Generalized Parallel Backoff

4. Class-Based n-gram Models of Natural Language

5. Faster and Smaller N-Gram Language Models

6. Less is More: Significance-Based N-gram Selection for Smaller, Better Language Models

7. Efficient Indexing of Repeated n-Grams

8. Handling Massive N-Gram Datasets Efficiently

9. A Hierarchical Bayesian Language Model based on Pitman-Yor Processes

10. A Neural Probabilistic Language Model

11. Character-Aware Neural Language Models

12. Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm

13. Using Contextual Speller Techniques and Language Modeling for ESL Error Correction

14. An Empirical Study of Smoothing Techniques for Language Modeling

15. Modified Kneser-Ney Smoothing of n-gram Models

Sequence Prediction

1. Learning A Unified Named Entity Tagger From Multiple Partially Annotated Corpora For Efficient Adaptation

2. Dependency-Guided LSTM-CRF for Named Entity Recognition

3. POS Tags and Decision Trees for Language Modeling

4. TnT -- A Statistical Part-of-Speech Tagger

5. A Maximum Entropy Model for Part-Of-Speech Tagging

6. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

7. A SIMPLE RULE-BASED PART OF SPEECH TAGGER

8. Text Chunking using Regularized Winnow

9. Named Entity Recognition in Tweets: An Experimental Study

10. Detecting Errors in Part-of-Speech Annotation

11. Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms

Parsing

1. A non-projective dependency parser

2. AN EFFICIENT ALGORITHM FOR PROJECTIVE DEPENDENCY PARSING

3. Non-projective Dependency Parsing using Spanning Tree Algorithms

4. Structural Ambiguity and Lexical Relations

5. A Tale of Two Parsers: investigating and combining graph-based and transition-based dependency parsing using beam-search

6. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing

7. MaltParser: A language-independent system for data-driven dependency parsing

8. A Fundamental Algorithm for Dependency Parsing

9. Encoder-Decoder Shift-Reduce Syntactic Parsing

10. An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing

11. A Fast and Accurate Dependency Parser using Neural Networks

12. STATISTICAL DEPENDENCY ANALYSIS WITH SUPPORT VECTOR MACHINES

WSD

1. UNSUPERVISED WORD SENSE DISAMBIGUATION RIVALING SUPERVISED METHODS

Anaphora

1. An Algorithm for Pronominal Anaphora Resolution

2. ANAPHORA RESOLUTION: THE STATE OF THE ART

Others

1. Multiword Expressions: A Pain in the Neck for NLP?

2. Structure Compilation: Trading Structure for Features