Checkpoint Reranking: An Approach To Select Better Hypothesis For Neural Machine Translation Systems
Vinay Pandramish and Dipti Misra Sharma
Topic balancing with additive regularization of topic models
Eugeniia Veselova and Konstantin Vorontsov
Combining Subword Representations into Word-level Representations in the Transformer Architecture
Noe Casas, Marta R. Costa-jussà and José A. R. Fonollosa
Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition
Hwichan Kim, Tosho Hirasawa and Mamoru Komachi
Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner's Error Tendency
Yujin Takahashi, Satoru Katsumata and Mamoru Komachi
Adaptive Transformers for Learning Multimodal Representations
Prajjwal Bhargava
Unsupervised Paraphasia Classification in Aphasic Speech
Sharan Pai, Nikhil Sachdeva, Prince Sachdeva and Rajiv Ratn Shah
Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrichment
Alex Lưu and Sophia A. Malamud
Compositional generalization by factorizing alignment and translation
Jacob Russin, Jason Jo, Randall O'Reilly and Yoshua Bengio
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing
Miaomiao Yu, Yujiu Yang and Chenhui Li
RPD: A Distance Function Between Word Embeddings
Xuhui Zhou, Shujian Huang and Zaixiang Zheng
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder
Zheng Tang, Gus Hahn-Powell and Mihai Surdeanu
Dominance as an Indicator of Rapport and Learning in Human-Agent Communication
Amanda Buddemeyer, Xiaoyi Tian and Erin Walker
Pre-training via Leveraging Assisting Languages for Neural Machine Translation
Haiyue Song, Raj Dabre, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi and Eiichiro Sumita
SCAR: Sentence Compression using Autoencoders for Reconstruction
Chanakya Malireddy, Tirth Maniar and Manish Shrivastava
Reflection-based Word Attribute Transfer
Yoichi Ishibashi, Katsuhito Sudoh, Koichiro Yoshino and Satoshi Nakamura
Feature Difference Makes Sense: A medical image captioning model exploiting feature difference and tag information
Hyeryun Park, Kyungmo Kim, Jooyoung Yoon, Seongkeun Park and Jinwook Choi
Multi-Task Neural Model for Agglutinative Language Translation
Yirong Pan, Xiao Li, Yating Yang and Rui Dong
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling
David Harbecke and Christoph Alt
υBLEU: Uncertainty-Aware Automatic Evaluation Method for Open-Domain Dialogue Systems
Tsuta Yuma, Naoki Yoshinaga and Masashi Toyoda
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya
Abrhalei Frezghi Tela, Abraham Woubie Zewoudie and Ville Hautamäki
A Simple and Effective Dependency parser for Telugu
Sneha Nallani, Manish Shrivastava and Dipti Sharma
Pointwise Paraphrase Appraisal is Potentially Problematic
Hannah Chen, Yangfeng Ji and David Evans
#NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media
Ashima Suvarna and Grusha Bhalla
To compress or not to compress? A Finite-State approach to Nen verbal morphology
Saliha Muradoglu, Nicholas Evans and Hanna Suominen
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup
Jishnu Ray Chowdhury, Cornelia Caragea and Doina Caragea
AraDIC: Arabic Document Classification Using Image-Based Character Embeddings and Class-Balanced Loss
Mahmoud Daif, Shunsuke Kitada and Hitoshi Iyatomi
Research Replication Prediction Using Weakly Supervised Learning
Tianyi Luo, Xingyu Li, Hainan Wang and Yang Liu
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples
Zhao Meng and Roger Wattenhofer
Understanding Points of Correspondence between Sentences for Abstractive Summarization
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang and Fei Liu
Inducing Grammar from Long Short-Term Memory Networks by Shapley Decomposition
Yuhui Zhang and Allen Nie
Self-Attention is Not Only a Weight: Analyzing BERT with Vector Norms
Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi and Kentaro Inui
Noise-Based Augmentation Techniques for Emotion Datasets: What do we Recommend?
Mimansa Jaiswal and Emily Mower Provost
Exploring the Role of Context to Distinguish Rhetorical and Information-Seeking Questions
Yuan Zhuang and Ellen Riloff
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition
Takuma Kato, Kaori Abe, Hiroki Ouchi, Shumpei Miyawaki, Jun Suzuki and Kentaro Inui
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?
Gantavya Bhatt, Hritik Bansal, Rishubh Singh and Sumeet Agarwal
Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages
Vikrant Goyal, Sourav Kumar and Dipti Misra Sharma
Building a Japanese Typo Dataset from Wikipedia's Revision History
Yu Tanaka, Yugo Murawaki, Daisuke Kawahara and Sadao Kurohashi
Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation
Hiroaki Funayama, Shota Sasaki, Yuichiroh Matsubayashi, Tomoya Mizumoto, Jun Suzuki, Masato Mita and Kentaro Inui
Logical Inferences with Comparatives and Generalized Quantifiers
Izumi Haruta, Koji Mineshima and Daisuke Bekki
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining
Ivana Kvapilíková, Mikel Artetxe, Gorka Labaka, Eneko Agirre and Ondřej Bojar
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources
Magdalena Biesialska, bardia rafieian and Marta R. Costa-jussà
Story-level Text Style Transfer: A Proposal
Yusu Qian
Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling
Felix Hamborg
Research on Task Discovery for Transfer Learning in Deep Neural Networks
Arda Akdemir
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models
Pia Sommerauer
Crossing the Line: Where do Demographic Variables Fit into Humor Detection?
J. A. Meaney
Effectively Aligning and Filtering Parallel Corpora under Sparse Data Conditions
Steinþór Steingrímsson, Hrafn Loftsson and Andy Way