ACL

Examining the State-of-the-Art in News Timeline Summarization

Demian Gholipour Ghalandari, Georgiana Ifrim

Comments Camera-ready version for ACL 2020

A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal

Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover, Georgiana Ifrim

Comments Camera-ready version for ACL 2020

Leveraging Graph to Improve Abstractive Multi-Document Summarization

Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du

Comments Accepted by ACL2020

SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis

Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu

Comments Accepted by ACL2020

Finding Universal Grammatical Relations in Multilingual BERT

Ethan A. Chi, John Hewitt, Christopher D. Manning

Comments To appear in ACL 2020; Farsi typo corrected

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, Daniel S. Weld

Comments ACL 2020

A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks

Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

Comments This paper has been accepted to be published at ACL 2020

Journal ref Association of Computational Linguistics 2020

Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain

Lukas Lange, Heike Adel, Jannik Strötgen

Comments ACL 2020

Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text

Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen

Comments RepL4NLP at ACL 2020

On the Choice of Auxiliary Languages for Improved Sequence Tagging

Lukas Lange, Heike Adel, Jannik Strötgen

Comments RepL4NLP at ACL 2020

Neural Generation of Dialogue Response Timings

Matthew Roddy, Naomi Harte

Comments Accepted to ACL 2020

Contextual Embeddings: When Are They Worth It?

Simran Arora, Avner May, Jian Zhang, Christopher Ré

Comments ACL 2020

(Re)construing Meaning in NLP

Sean Trott, Tiago Timponi Torrent, Nancy Chang, Nathan Schneider

Comments ACL 2020 camera-ready

What is Learned in Visually Grounded Neural Syntax Acquisition

Noriyuki Kojima, Hadar Averbuch-Elor, Alexander M. Rush, Yoav Artzi

Comments In ACL 2020

Active Learning for Coreference Resolution using Discrete Annotation

Belinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer

Comments 12 pages, 7 figures, ACL 2020

Grammatical gender associations outweigh topical gender bias in crosslinguistic word embeddings

Katherine McCurdy, Oguz Serbetci

Comments Extended abstract presented at the WiNLP workshop, ACL 2017

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

Comments To Appear at ACL 2020

IMoJIE: Iterative Memory-Based Joint Open Information Extraction

Keshav Kolluru, Samarth Aggarwal, Vipul Rathore, Mausam, Soumen Chakrabarti

Journal ref ACL 2020, Long paper

Adversarial Training for Commonsense Inference

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

Comments 6 pages, Accepted to ACL2020 RepL4NLP workshop

Journal ref ACL2020 RepL4NLP workshop

RPD: A Distance Function Between Word Embeddings

Xuhui Zhou, Zaixiang Zheng, Shujian Huang

Comments ACL Student Research Workshop 2020

Learning Probabilistic Sentence Representations from Paraphrases

Mingda Chen, Kevin Gimpel

Comments Repl4NLP at ACL 2020, short paper

Logical Inferences with Comparatives and Generalized Quantifiers

Izumi Haruta, Koji Mineshima, Daisuke Bekki

Comments To appear in the Proceedings of the Association for Computational Linguistics: Student Research Workshop (ACL-SRW 2020)

Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection

Lei Zhong, Juan Cao, Qiang Sheng, Junbo Guo, Ziang Wang

Comments 12 pages, 3 figures, 6 tables; To appear in ACL 2020 (long paper)

Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

Comments 5 pages, 2 figures, 5 tables, accepted by ACL2020

It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information

Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki

Comments Accepted at ACL 2020

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence

Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun

Comments Accepted by ACL 2020

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection

Hanjie Chen, Guangtao Zheng, Yangfeng Ji

Comments ACL 2020

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu, Yu Wang, Jianshu Ji, Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao

Comments 9 pages, 3 figures and 3 tables

Journal ref ACL 2020 demo

SenseBERT: Driving Some Sense into BERT

Yoav Levine, Barak Lenz, Or Dagan, Ori Ram, Dan Padnos, Or Sharir, Shai Shalev-Shwartz, Amnon Shashua, Yoav Shoham

Comments Accepted to ACL 2020

Generating Text through Adversarial Training using Skip-Thought Vectors

Afroz Ahamad

Comments NAACL 2019: https://www.aclweb.org/anthology/N19-3008

Journal ref "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Student Research Workshop, Jun 2019, Pages 53-60"