ACL

Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization

Sajad Sotudeh, Nazli Goharian, Ross W. Filice

Comments Accepted to ACL 2020

Learning to Faithfully Rationalize by Construction

Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron C. Wallace

Comments ACL2020 Camera Ready Submission

On the Spontaneous Emergence of Discrete and Compositional Signals

Nur Geffen Lan, Emmanuel Chemla, Shane Steinert-Threlkeld

Comments ACL 2020

Revisiting Unsupervised Relation Extraction

Thy Thy Tran, Phong Le, Sophia Ananiadou

Comments 8 pages, 1 figure, 2 tables. Accepted in ACL 2020

Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs

Michael A. Lepori, Tal Linzen, R. Thomas McCoy

Comments To appear in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020)

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation

Kun Li, Chengbo Chen, Xiaojun Quan, Qing Ling, Yan Song

Comments To appear at ACL 2020

A Span-based Linearization for Constituent Trees

Yang Wei, Yuanbin Wu, Man Lan

Comments Accepted to ACL 2020

Improved Natural Language Generation via Loss Truncation

Daniel Kang, Tatsunori Hashimoto

Comments ACL 2020 Camera Ready Submission

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories

Giannis Karamanolakis, Jun Ma, Xin Luna Dong

Comments Accepted to ACL 2020 (Long Paper)

Contextualized Sparse Representations for Real-Time Open-Domain Question Answering

Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi, Jaewoo Kang

Comments ACL 2020

Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data

Hamidreza Shahidi, Ming Li, Jimmy Lin

Comments Accepted at ACL 2020

Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation

David Wilmot, Frank Keller

Comments 9 pages, 3 figures, accepted as long paper to ACL 2020

TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig

Comments Accepted at ACL 2020

Multiresolution and Multimodal Speech Recognition with Transformers

Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare, Shiva Sundaram

Comments Accepted for ACL 2020

STARC: Structured Annotations for Reading Comprehension

Yevgeni Berzak, Jonathan Malmaud, Roger Levy

Comments ACL 2020. OneStopQA dataset, STARC guidelines and human experiments data are available at https://github.com/berzak/onestop-qa

Character-Level Translation with Self-attention

Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu, Richard H. R. Hahnloser

Comments ACL 2020

Named Entity Recognition without Labelled Data: A Weak Supervision Approach

Pierre Lison, Aliaksandr Hubin, Jeremy Barnes, Samia Touileb

Comments Accepted to ACL 2020 (long paper)

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning

Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen

Comments Accepted by ACL 2020

End-to-End Neural Word Alignment Outperforms GIZA++

Thomas Zenkel, Joern Wuebker, John DeNero

Comments Accepted at ACL 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan

Comments Accepted at ACL 2020

Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition

Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi, Ryuto Konno, Kentaro Inui

Comments Accepted by ACL2020

"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition

Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang

Comments 10 pages, 4 figures, 7 tables, accepted by ACL 2020

Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation

Haoyu Song, Yan Wang, Wei-Nan Zhang, Xiaojiang Liu, Ting Liu

Comments Accepted by ACL2020

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang

Comments Accepted for publication at ACL2020. First two authors contributed equally

Facet-Aware Evaluation for Extractive Summarization

Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han

Comments ACL 2020, Long Paper

Multi-Task Learning for Coherence Modeling

Youmna Farag, Helen Yannakoudakis

Comments 11 pages, 3 figures, Accepted at ACL 2019

Journal ref THE 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019)

Dual Supervised Learning for Natural Language Understanding and Generation

Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen

Comments Accepted by ACL 2019

Image Chat: Engaging Grounded Conversations

Kurt Shuster, Samuel Humeau, Antoine Bordes, Jason Weston

Comments ACL 2020

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input

Youmna Farag, Helen Yannakoudakis, Ted Briscoe

Comments 9, NAACL 2018

Journal ref The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2018)

Evaluating Dialogue Generation Systems via Response Selection

Shiki Sato, Reina Akama, Hiroki Ouchi, Jun Suzuki, Kentaro Inui

Comments accepted by ACL 2020