ACL 2019

1,448 papers

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition

Hongming Zhang, Hantian Ding, Yangqiu Song

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

Goran Glavaš, Robert Litschko, Sebastian Ruder, Ivan Vulić

Just “OneSeC” for Producing Multilingual Sense-Annotated Data

Bianca Scarlini, Tommaso Pasini, Roberto Navigli

MOROCO: The Moldavian and Romanian Dialectal Corpus

Andrei Butnaru, Radu Tudor Ionescu

A Cross-Domain Transferable Neural Coherence Model

Peng Xu, Hamidreza Saghir, Jin Sung Kang, Teng Long, Avishek Joey Bose

Coreference Resolution with Entity Equalization

Ben Kantor, Amir Globerson

Implicit Discourse Relation Identification for Open-domain Dialogues

Mingyu Derek Ma, Kevin Bowden, Jiaqi Wu, Wen Cui, Marilyn Walker

End-to-end Deep Reinforcement Learning Based Coreference Resolution

Hongliang Fei, Xu Li, Dingcheng Li, Ping Li

Know What You Don’t Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories

Sina Zarrieß, David Schlangen

Evaluating Discourse in Structured Text Representations

Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk

Data Programming for Learning Discourse Structure

Sonia Badene, Kate Thompson, Jean-Pierre Lorré, Nicholas Asher

Multi-Task Learning for Coherence Modeling

Youmna Farag, Helen Yannakoudakis

Learning from Omission

Bill McDowell, Noah Goodman

Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese

Sheng Xu, Peifeng Li, Fang Kong, Qiaoming Zhu, Guodong Zhou

A Corpus for Modeling User and Language Effects in Argumentation on Online Debating

Esin Durmus, Claire Cardie

DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang

Sentiment Tagging with Partial Labels using Modular Architectures

Xiao Zhang, Dan Goldwasser

Classification and Clustering of Arguments with Contextualized Word Embeddings

Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab

Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis

Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song

Transfer Capsule Network for Aspect Level Sentiment Classification

Zhuang Chen, Tieyun Qian

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria

Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction

Debela Gemechu, Chris Reed

An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

Modeling Financial Analysts’ Decision Making via the Pragmatics and Semantics of Earnings Calls

Katherine Keith, Amanda Stent

Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing

Sijie Mai, Haifeng Hu, Songlong Xing

Adversarial Attention Modeling for Multi-dimensional Emotion Regression

Suyang Zhu, Shoushan Li, Guodong Zhou

Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change

Haim Dubossarsky, Simon Hengchen, Nina Tahmasebi, Dominik Schlechtweg

This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation

Rui Zhang, Joel Tetreault

Cross-Sentence Grammatical Error Correction

Shamil Chollampatt, Weiqi Wang, Hwee Tou Ng

Disentangled Representation Learning for Non-Parallel Text Style Transfer

Vineet John, Lili Mou, Hareesh Bahuleyan, Olga Vechtomova

Evidence-based Trustworthiness

Yi Zhang, Zachary Ives, Dan Roth

Detecting Concealed Information in Text and Speech

Shengli Hu

What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues

Yu Qin, Yi Yang

Neural Text Simplification of Clinical Letters with a Domain Specific Phrase Table

Matthew Shardlow, Raheel Nawaz

Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings

Zied Haj-Yahia, Adrien Sieg, Léa A. Deleris

Manipulating the Difficulty of C-Tests

Ji-Ung Lee, Erik Schwan, Christian M. Meyer

Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes

Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze

Neural News Recommendation with Long- and Short-term User Representations

Mingxiao An, Fangzhao Wu, Chuhan Wu, Kun Zhang, Zheng Liu

Adaptive Attention Span in Transformers

Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, Armand Joulin

Cross-Domain Generalization of Neural Constituency Parsers

Daniel Fried, Nikita Kitaev, Dan Klein

You Only Need Attention to Traverse Trees

Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer

Self-Regulated Interactive Sequence-to-Sequence Learning

Julia Kreutzer, Stefan Riezler

Augmenting Neural Networks with First-order Logic

Tao Li, Vivek Srikumar

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

Benjamin Heinzerling, Michael Strube

Relation Embedding with Dihedral Group in Knowledge Graph

Canran Xu, Ruijiang Li

Spatial Aggregation Facilitates Discovery of Spatial Topics

Aniruddha Maiti, Slobodan Vucetic

Attention Guided Graph Convolutional Networks for Relation Extraction

Zhijiang Guo, Yan Zhang, Wei Lu

Neural Relation Extraction for Knowledge Base Enrichment

Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, Rui Zhang

Domain Adaptive Inference for Neural Machine Translation

Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne

Revisiting Low-Resource Neural Machine Translation: A Case Study

Rico Sennrich, Biao Zhang

Effective Adversarial Regularization for Neural Machine Translation

Motoki Sato, Jun Suzuki, Shun Kiyono

An Effective Approach to Unsupervised Machine Translation

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces

Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig

Unsupervised Pivot Translation for Distant Languages

Yichong Leng, Xu Tan, Tao Qin, Xiang-Yang Li, Tie-yan Liu

Reliability-aware Dynamic Feature Composition for Name Tagging

Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han

Massively Multilingual Transfer for NER

Afshin Rahimi, Yuan Li, Trevor Cohn

A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy

Genady Beryozkin, Yoel Drori, Oren Gilon, Tzvika Hartman, Idan Szpektor

Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation

Masashi Yoshikawa, Hiroshi Noji, Koji Mineshima, Daisuke Bekki

The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers

Agnieszka Faleńska, Jonas Kuhn

Learning Compressed Sentence Representations for On-Device Text Processing

Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang

Generating Logical Forms from Graph Representations of Text and Entities

Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun

AMR Parsing as Sequence-to-Graph Transduction

Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme

Semantic Expressive Capacity with Bounded Memory

Antoine Venant, Alexander Koller

Semantic Parsing with Dual Learning

Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu

Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection

Junyu Lu, Chenbin Zhang, Zeying Xie, Guang Ling, Tom Chao Zhou

Boosting Dialog Response Generation

Wenchao Du, Alan W Black

Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study

Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio

Improving Multi-turn Dialogue Modelling with Utterance ReWriter

Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu

Incremental Transformer with Deliberation Decoder for Document Grounded Conversations

Zekang Li, Cheng Niu, Fandong Meng, Yang Feng, Qian Li

One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues

Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Anna Korhonen, David Traum, Lluis Marquez

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection

Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin

Action-Sensitive Phonological Dependencies

Yiding Hao, Dustin Bowers

Encoder-decoder models for latent phonological representations of words

Cassandra L. Jacobs, Frédéric Mailhot

Weakly deterministic transformations are subregular

Andrew Lamont, Charlie O’Hara, Caitlin Smith

Unsupervised Morphological Segmentation for Low-Resource Polysynthetic Languages

Ramy Eskander, Judith Klavans, Smaranda Muresan

Augmenting a German Morphological Database by Data-Intense Methods

Petra Steiner

Inverting and Modeling Morphological Inflection

Yohei Oseki, Yasutada Sudo, Hiromu Sakai, Alec Marantz

What do phone embeddings learn about Phonology?

Sudheer Kolachina, Lilla Magyar

Convolutional neural networks for low-resource morpheme segmentation: baseline or state-of-the-art?

Alexey Sorokin

Data mining Mandarin tone contour shapes

Shuo Zhang

Unbounded Stress in Subregular Phonology

Yiding Hao, Samuel Andersson

Equiprobable mappings in weighted constraint grammars

Arto Anttila, Scott Borgeson, Giorgio Magri

A Little Linguistics Goes a Long Way: Unsupervised Segmentation with Limited Language Specific Guidance

Alexander Erdmann, Salam Khalifa, Mai Oudah, Nizar Habash, Houda Bouamor

CUNI–Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation

Ronald Cardenas, Claudia Borg, Daniel Zeman

UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging

Milan Straka, Jana Straková, Jan Hajic

Sigmorphon 2019 Task 2 system description paper: Morphological analysis in context for many languages, with supervision from only a few

Brad Aiken, Jared Kelly, Alexis Palmer, Suleyman Olcay Polat, Taraka Rama

THOMAS: The Hegemonic OSU Morphological Analyzer using Seq2seq

Byung-Doh Oh, Pranav Maneriker, Nanjiang Jiang

Cross-lingual morphological inflection with explicit alignment

Çağrı Çöltekin

CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology

Aditi Chaudhary, Elizabeth Salesky, Gayatri Bhat, David R. Mortensen, Jaime Carbonell

IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection

Ben Peters, André F. T. Martins

Multi-Team: A Multi-attention, Multi-decoder Approach to Morphological Analysis.

Ahmet Üstün, Rob van der Goot, Gosse Bouma, Gertjan van Noord

Morpheus: A Neural Network for Jointly Learning Contextual Lemmatization and Morphological Tagging

Eray Yildiz, A. Cüneyd Tantuğ

CBNU System for SIGMORPHON 2019 Shared Task 2: a Pipeline Model

Uygun Shadikhodjaev, Jae Sung Lee

Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning

Dan Kondratyuk

Cognate Projection for Low-Resource Inflection Generation

Bradley Hauer, Amir Ahmad Habibi, Yixing Luan, Rashed Rubby Riyadh, Grzegorz Kondrak

AX Semantics’ Submission to the SIGMORPHON 2019 Shared Task

Andreas Madsack, Robert Weißgraeber

Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology

Garrett Nicolai, Ryan Cotterell

Responsive and Self-Expressive Dialogue Generation

Kozo Chikai, Junya Takayama, Yuki Arase