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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018
Importance of Self-Attention for Sentiment Analysis EMNLP 2018
An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation EMNLP 2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018
Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018
Jump to better conclusions: SCAN both left and right EMNLP 2018
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis EMNLP 2018
Nightmare at test time: How punctuation prevents parsers from generalizing EMNLP 2018
Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018
Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing EMNLP 2018
A Multilingual Information Extraction Pipeline for Investigative Journalism EMNLP 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing EMNLP 2018
Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018
Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension EMNLP 2018
Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018
Sanskrit Sandhi Splitting using seq2(seq)2 EMNLP 2018
State-of-the-art Chinese Word Segmentation with Bi-LSTMs EMNLP 2018
Classifying Referential and Non-referential It Using Gaze EMNLP 2018
A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness EMNLP 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018
Lexicosyntactic Inference in Neural Models EMNLP 2018
Getting to “Hearer-old”: Charting Referring Expressions Across Time EMNLP 2018
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task EMNLP 2018