ACL 2020

1,239 papers

Enhanced Urdu Word Segmentation using Conditional Random Fields and Morphological Context Features

Aamir Farhan, Mashrukh Islam, Dipti Misra Sharma

An Evaluation of Subword Segmentation Strategies for Neural Machine Translation of Morphologically Rich Languages

Aquia Richburg, Ramy Eskander, Smaranda Muresan, Marine Carpuat

Outcomes of coming out: Analyzing stories of LGBTQ+

Krithika Ramesh, Tanvi Anand

HausaMT v1.0: Towards English–Hausa Neural Machine Translation

Adewale Akinfaderin

Using Social Media For Bitcoin Day Trading Behavior Prediction

Anna Paula Pawlicka Maule, Kristen Johnson

Multitask Models for Controlling the Complexity of Neural Machine Translation

Sweta Agrawal, Marine Carpuat

Mapping of Narrative Text Fields To ICD-10 Codes Using Natural Language Processing and Machine Learning

Risuna Nkolele

Studying The Effect of Emotional and Moral Language on Information Contagion during the Charlottesville Event

Khyati Mahajan, Samira Shaikh

Understanding the Impact of Experiment Design for Evaluating Dialogue System Output

Sashank Santhanam, Samira Shaikh

Analyzing the Framing of 2020 Presidential Candidates in the News

Audrey Acken, Dorottya Demszky

Long-Tail Predictions with Continuous-Output Language Models

Shiran Dudy, Steven Bedrick

The human unlikeness of neural language models in next-word prediction

Cassandra L. Jacobs, Arya D. McCarthy

Political Advertising Dataset: the use case of the Polish 2020 Presidential Elections

Lukasz Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz, Michał Bernaczyk

Defining and Evaluating Fair Natural Language Generation

Catherine Yeo, Alyssa Chen

Predicting and Analyzing Law-Making in Kenya

Oyinlola Babafemi, Adewale Akinfaderin

Towards Mitigating Gender Bias in a decoder-based Neural Machine Translation model by Adding Contextual Information

Christine Basta, Marta R. Costa-jussà, José A. R. Fonollosa

Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism

Patricio Cerda-Mardini, Vladimir Araujo, Alvaro Soto

Developing a Monolingual Sentence Simplification Corpus for Urdu

Yusra Anees, Sadaf Abdul Rauf, Nauman Iqbal, Abdul Basit Siddiqi

Classification and Analysis of Neologisms Produced by Learners of Spanish: Effects of Proficiency and Task

Shira Wein

FFR v1.1: Fon-French Neural Machine Translation

Chris Chinenye Emezue, Femi Pancrace Bonaventure Dossou

Can Wikipedia Categories Improve Masked Language Model Pretraining?

Diksha Meghwal, Katharina Kann, Iacer Calixto, Stanislaw Jastrzebski

AI4D - African Language Dataset Challenge

Kathleen Siminyu, Sackey Freshia

Enabling fast and correct typing in ‘Leichte Sprache’ (Easy Language)

Ina Steinmetz, Karin Harbusch

A Comparison of Identification Methods of Brazilian Music Styles by Lyrics

Patrick Guimarães, Jader Froes, Douglas Costa, Larissa Freitas

An Assessment of Language Identification Methods on Tweets and Wikipedia Articles

Pedro Vernetti, Larissa Freitas

Variants of Vector Space Reductions for Predicting the Compositionality of English Noun Compounds

Pegah Alipoormolabashi, Sabine Schulte im Walde

Tigrinya Automatic Speech recognition with Morpheme based recognition units

Hafte Abera, Sebsibe Hailemariam

A Translation-Based Approach to Morphology Learning for Low Resource Languages

Tewodros Gebreselassie, Amanuel Mersha, Michael Gasser

Effective questions in referential visual dialogue

Mauricio Mazuecos, Alberto Testoni, Raffaella Bernardi, Luciana Benotti

Bi-directional Answer-to-Answer Co-attention for Short Answer Grading using Deep Learning

Abebawu Eshetu, Getenesh Teshome, Ribka Alemahu

SIMPLEX-PB 2.0: A Reliable Dataset for Lexical Simplification in Brazilian Portuguese

Nathan Hartmann, Gustavo Henrique Paetzold, Sandra Aluísio

Large Vocabulary Read Speech Corpora for Four Ethiopian Languages: Amharic, Tigrigna, Oromo, and Wolaytta

Solomon Teferra Abate, Martha Yifiru Tachbelie, Michael Melese, Hafte Abera, Tewodros Gebreselassie

Abebawu Eshetu, Getenesh Teshome, Ribka Alemayehu

Embedding Oriented Adaptable Semantic Annotation Framework for Amharic Web Documents

Kidane Woldemariyam, Dr. Fekade Getahun

Negation handling for Amharic sentiment classification

Girma Neshir Alemneh, Andreas Rauber, Solomon Atnafu

Corpus based Amharic sentiment lexicon generation

Girma Neshir Alemneh, Andreas Rauber, Solomon Atnafu

Multi-Task Supervised Pretraining for Neural Domain Adaptation

Sara Meftah, Nasredine Semmar, Mohamed-Ayoub Tahiri, Youssef Tamaazousti, Hassane Essafi

Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text

Shengbin Jia, Ling Ding, Xiaojun Chen, Shijia E, Yang Xiang

Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline

David Helbig, Enrica Troiano, Roman Klinger

Stance Prediction for Contemporary Issues: Data and Experiments

Marjan Hosseinia, Eduard Dragut, Arjun Mukherjee

BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection

Jihyung Moon, Won Ik Cho, Junbum Lee

NARMADA: Need and Available Resource Managing Assistant for Disasters and Adversities

Kaustubh Hiware, Ritam Dutt, Sayan Sinha, Sohan Patro, Kripa Ghosh

Demoting Racial Bias in Hate Speech Detection

Mengzhou Xia, Anjalie Field, Yulia Tsvetkov

Enhancing Bias Detection in Political News Using Pragmatic Presupposition

Lalitha Kameswari, Dama Sravani, Radhika Mamidi

Multi-Tiered Strictly Local Functions

Phillip Burness, Kevin McMullin

In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology

Chundra Cathcart, Florian Wandl

Joint learning of constraint weights and gradient inputs in Gradient Symbolic Computation with constrained optimization

Max Nelson

Representation Learning for Discovering Phonemic Tone Contours

Bai Li, Jing Yi Xie, Frank Rudzicz

Induced Inflection-Set Keyword Search in Speech

Oliver Adams, Matthew Wiesner, Jan Trmal, Garrett Nicolai, David Yarowsky

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

Stav Klein, Reut Tsarfaty

Evaluating Neural Morphological Taggers for Sanskrit

Ashim Gupta, Amrith Krishna, Pawan Goyal, Oliver Hellwig

Transliteration for Cross-Lingual Morphological Inflection

Nikitha Murikinati, Antonios Anastasopoulos, Graham Neubig

Data Augmentation for Transformer-based G2P

Zach Ryan, Mans Hulden

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

Andreas Scherbakov

CLUZH at SIGMORPHON 2020 Shared Task on Multilingual Grapheme-to-Phoneme Conversion

Peter Makarov, Simon Clematide

Linguist vs. Machine: Rapid Development of Finite-State Morphological Grammars

Sarah Beemer, Zak Boston, April Bukoski, Daniel Chen, Princess Dickens

Leveraging Principal Parts for Morphological Inflection

Ling Liu, Mans Hulden

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

Kaili Vesik, Muhammad Abdul-Mageed, Miikka Silfverberg

University of Illinois Submission to the SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

Marc Canby, Aidana Karipbayeva, Bryan Lunt, Sahand Mozaffari, Charlotte Yoder

Exploring Neural Architectures And Techniques For Typologically Diverse Morphological Inflection

Pratik Jayarao, Siddhanth Pillay, Pranav Thombre, Aditi Chaudhary

Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion

Nikhil Prabhu, Katharina Kann

Low-Resource G2P and P2G Conversion with Synthetic Training Data

Bradley Hauer, Amir Ahmad Habibi, Yixing Luan, Arnob Mallik, Grzegorz Kondrak

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

Manex Agirrezabal, Jürgen Wedekind

SIGMORPHON 2020 Task 0 System Description: ETH Zürich Team

Martina Forster, Clara Meister

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

Manuel Mager, Katharina Kann

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

Assaf Singer, Katharina Kann

Grapheme-to-Phoneme Conversion with a Multilingual Transformer Model

Omnia ElSaadany, Benjamin Suter

The CMU-LTI submission to the SIGMORPHON 2020 Shared Task 0: Language-Specific Cross-Lingual Transfer

Nikitha Murikinati, Antonios Anastasopoulos

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

Xiang Yu, Ngoc Thang Vu, Jonas Kuhn

One-Size-Fits-All Multilingual Models

Ben Peters, André F. T. Martins

The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion

Katharina Kann, Arya D. McCarthy, Garrett Nicolai, Mans Hulden

The SIGMORPHON 2020 Shared Task on Multilingual Grapheme-to-Phoneme Conversion

Kyle Gorman, Lucas F.E. Ashby, Aaron Goyzueta, Arya McCarthy, Shijie Wu

SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection

Ekaterina Vylomova, Jennifer White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu

What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name?

Sriram Balasubramanian, Naman Jain, Gaurav Jindal, Abhijeet Awasthi, Sunita Sarawagi

Supertagging with CCG primitives

Aditya Bhargava, Gerald Penn

Evaluating Compositionality of Sentence Representation Models

Hanoz Bhathena, Angelica Willis, Nathan Dass

Enhancing Transformer with Sememe Knowledge

Yuhui Zhang, Chenghao Yang, Zhengping Zhou, Zhiyuan Liu

A Cross-Task Analysis of Text Span Representations

Shubham Toshniwal, Haoyue Shi, Bowen Shi, Lingyu Gao, Karen Livescu

On Dimensional Linguistic Properties of the Word Embedding Space

Vikas Raunak, Vaibhav Kumar, Vivek Gupta, Florian Metze

Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

Mitchell Gordon, Kevin Duh, Nicholas Andrews

Staying True to Your Word: (How) Can Attention Become Explanation?

Martin Tutek, Jan Šnajder

Are All Languages Created Equal in Multilingual BERT?

Shijie Wu, Mark Dredze

Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation

Alessio Miaschi, Felice Dell’Orletta

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text

Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen

On the Choice of Auxiliary Languages for Improved Sequence Tagging

Lukas Lange, Heike Adel, Jannik Strötgen

A Metric Learning Approach to Misogyny Categorization

Juan Manuel Coria, Sahar Ghannay, Sophie Rosset, Hervé Bredin

Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference

Cemil Cengiz, Deniz Yuret

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT

Ashutosh Adhikari, Achyudh Ram, Raphael Tang, William L. Hamilton, Jimmy Lin

Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks

Riccardo Volpi, Luigi Malagò

Adversarial Training for Commonsense Inference

Lis Pereira, Xiaodong Liu, Fei Cheng, Masayuki Asahara, Ichiro Kobayashi

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces

Ivan Vulić, Anna Korhonen, Goran Glavaš

Learning Geometric Word Meta-Embeddings

Pratik Jawanpuria, Satya Dev N T V, Anoop Kunchukuttan, Bamdev Mishra

Compositionality and Capacity in Emergent Languages

Abhinav Gupta, Cinjon Resnick, Jakob Foerster, Andrew Dai, Kyunghyun Cho

Word Embeddings as Tuples of Feature Probabilities

Siddharth Bhat, Alok Debnath, Souvik Banerjee, Manish Shrivastava

Learning Probabilistic Sentence Representations from Paraphrases

Mingda Chen, Kevin Gimpel

Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages

Tyler A. Chang, Anna Rafferty

Zero-Resource Cross-Domain Named Entity Recognition

Zihan Liu, Genta Indra Winata, Pascale Fung

Detecting and understanding moral biases in news

Usman Shahid, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva

On-The-Fly Information Retrieval Augmentation for Language Models

Hai Wang, David Mcallester

Frustratingly Hard Evidence Retrieval for QA Over Books

Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo