ACL 2020

1,239 papers

Location Attention for Extrapolation to Longer Sequences

Yann Dubois, Gautier Dagan, Dieuwke Hupkes, Elia Bruni

Lipschitz Constrained Parameter Initialization for Deep Transformers

Hongfei Xu, Qiuhui Liu, Josef van Genabith, Deyi Xiong, Jingyi Zhang

Learning Source Phrase Representations for Neural Machine Translation

Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang

Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation

Junliang Guo, Linli Xu, Enhong Chen

Evaluating Explanation Methods for Neural Machine Translation

Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang

Content Word Aware Neural Machine Translation

Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita

Text Classification with Negative Supervision

Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Chenhui Chu, Yuki Arase

Neural Topic Modeling with Bidirectional Adversarial Training

Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong

Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks

Yufeng Zhang, Xueli Yu, Zeyu Cui, Shu Wu, Zhongzhen Wen

Contextualized Weak Supervision for Text Classification

Dheeraj Mekala, Jingbo Shang

A Joint Model for Document Segmentation and Segment Labeling

Joe Barrow, Rajiv Jain, Vlad Morariu, Varun Manjunatha, Douglas Oard

Unsupervised Paraphrasing by Simulated Annealing

Xianggen Liu, Lili Mou, Fandong Meng, Hao Zhou, Jie Zhou

TAG : Type Auxiliary Guiding for Code Comment Generation

Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao

Review-based Question Generation with Adaptive Instance Transfer and Augmentation

Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si

Reverse Engineering Configurations of Neural Text Generation Models

Yi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler

Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order

Yi Liao, Xin Jiang, Qun Liu

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders

Yu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li

Neural Syntactic Preordering for Controlled Paraphrase Generation

Tanya Goyal, Greg Durrett

Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction

Zi Chai, Xiaojun Wan

Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs

Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang

Fluent Response Generation for Conversational Question Answering

Ashutosh Baheti, Alan Ritter, Kevin Small

Few-Shot NLG with Pre-Trained Language Model

Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang

Fact-based Text Editing

Hayate Iso, Chao Qiao, Hang Li

Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage

Ashish V. Thapliyal, Radu Soricut

A Study of Non-autoregressive Model for Sequence Generation

Yi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, Sheng Zhao

TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition

Ruifang He, Jian Wang, Fengyu Guo, Yugui Han

A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle

Shyh-Shiun Hung, Hen-Hsen Huang, Hsin-Hsi Chen

Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking

Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica Lam

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations

Samuel Coope, Tyler Farghly, Daniela Gerz, Ivan Vulić, Matthew Henderson

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network

Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li

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

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

Large Scale Multi-Actor Generative Dialog Modeling

Alex Boyd, Raul Puri, Mohammad Shoeybi, Mostofa Patwary, Bryan Catanzaro

Guiding Variational Response Generator to Exploit Persona

Bowen Wu, MengYuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong

Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy

Xiexiong Lin, Weiyu Jian, Jianshan He, Taifeng Wang, Wei Chu

Dialogue State Tracking with Explicit Slot Connection Modeling

Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang

Designing Precise and Robust Dialogue Response Evaluators

Tianyu Zhao, Divesh Lala, Tatsuya Kawahara

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling

Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung

Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts

Alex Rinaldi, Jean Fox Tree, Snigdha Chaturvedi

Learning to Understand Child-directed and Adult-directed Speech

Lieke Gelderloos, Grzegorz Chrupała, Afra Alishahi