ACL 2020

1,239 papers

Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer

Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su

Multi-Domain Dialogue Acts and Response Co-Generation

Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu

Modeling Long Context for Task-Oriented Dialogue State Generation

Jun Quan, Deyi Xiong

Meta-Reinforced Multi-Domain State Generator for Dialogue Systems

Yi Huang, Junlan Feng, Min Hu, Xiaoting Wu, Xiaoyu Du

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation

Hao Zhou, Chujie Zheng, Kaili Huang, Minlie Huang, Xiaoyan Zhu

Diversifying Dialogue Generation with Non-Conversational Text

Hui Su, Xiaoyu Shen, Sanqiang Zhao, Zhou Xiao, Pengwei Hu

Out of the Echo Chamber: Detecting Countering Debate Speeches

Matan Orbach, Yonatan Bilu, Assaf Toledo, Dan Lahav, Michal Jacovi

Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness

Khalid Al Khatib, Michael Völske, Shahbaz Syed, Nikolay Kolyada, Benno Stein

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

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

tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection

Nicole Peinelt, Dong Nguyen, Maria Liakata

Transition-based Semantic Dependency Parsing with Pointer Networks

Daniel Fernández-González, Carlos Gómez-Rodríguez

Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity

Nina Poerner, Ulli Waltinger, Hinrich Schütze

Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus

Hao Fei, Meishan Zhang, Donghong Ji

Controlled Crowdsourcing for High-Quality QA-SRL Annotation

Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael

Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions

Tian Jin, Zhun Liu, Shengjia Yan, Alexandre Eichenberger, Louis-Philippe Morency

From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains

Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych

Estimating predictive uncertainty for rumour verification models

Elena Kochkina, Maria Liakata

CorefQA: Coreference Resolution as Query-based Span Prediction

Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li

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

Lukas Lange, Heike Adel, Jannik Strötgen

Uncertainty-Aware Curriculum Learning for Neural Machine Translation

Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan, Lidia S. Chao

Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus

Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia A. Di Gangi, Roldano Cattoni

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction

Vanja Mladen Karan, Ivan Vulić, Anna Korhonen, Goran Glavaš

Low-Dimensional Hyperbolic Knowledge Graph Embeddings

Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi

Highway Transformer: Self-Gating Enhanced Self-Attentive Networks

Yekun Chai, Shuo Jin, Xinwen Hou

Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing

Clara Meister, Elizabeth Salesky, Ryan Cotterell

Learning Robust Models for e-Commerce Product Search

Thanh Nguyen, Nikhil Rao, Karthik Subbian

Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain

Shadi Saleh, Pavel Pecina

Improving Entity Linking through Semantic Reinforced Entity Embeddings

Feng Hou, Ruili Wang, Jun He, Yi Zhou

FLAT: Chinese NER Using Flat-Lattice Transformer

Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang

A Two-Stage Masked LM Method for Term Set Expansion

Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg

DRTS Parsing with Structure-Aware Encoding and Decoding

Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing

Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma

Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders

Zixia Jia, Youmi Ma, Jiong Cai, Kewei Tu

Semantic Parsing for English as a Second Language

Yuanyuan Zhao, Weiwei Sun, Junjie Cao, Xiaojun Wan

Parsing into Variable-in-situ Logico-Semantic Graphs

Yufei Chen, Weiwei Sun

RikiNet: Reading Wikipedia Pages for Natural Question Answering

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen

Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension

Hongyu Gong, Yelong Shen, Dian Yu, Jianshu Chen, Dong Yu

R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason

Naoya Inoue, Pontus Stenetorp, Kentaro Inui

Low-Resource Generation of Multi-hop Reasoning Questions

Jianxing Yu, Wei Liu, Shuang Qiu, Qinliang Su, Kai Wang

Harvesting and Refining Question-Answer Pairs for Unsupervised QA

Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension

Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che

Unsupervised Morphological Paradigm Completion

Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya McCarthy

Predicting Declension Class from Form and Meaning

Adina Williams, Tiago Pimentel, Hagen Blix, Arya D. McCarthy, Eleanor Chodroff

Modeling Morphological Typology for Unsupervised Learning of Language Morphology

Hongzhi Xu, Jordan Kodner, Mitchell Marcus, Charles Yang

Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation

Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie

Bootstrapping Techniques for Polysynthetic Morphological Analysis

William Lane, Steven Bird

The Right Tool for the Job: Matching Model and Instance Complexities

Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith

Learning Architectures from an Extended Search Space for Language Modeling

Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang

Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach

Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O’Donnell, Yoshua Bengio

Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples

Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-jui Hsieh, Minhao Cheng

Differentiable Window for Dynamic Local Attention

Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li

Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification

Hao Tang, Donghong Ji, Chenliang Li, Qiji Zhou

A Mixture of h - 1 Heads is Better than h Heads

Hao Peng, Roy Schwartz, Dianqi Li, Noah A. Smith

Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions

Arjun Akula, Spandana Gella, Yaser Al-Onaizan, Song-chun Zhu, Siva Reddy

Span-based Localizing Network for Natural Language Video Localization

Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou

Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms

Simeon Schüz, Sina Zarrieß

Cross-modal Coherence Modeling for Caption Generation

Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone

Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction

Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang, Ziming Chi

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang

Representation Learning for Information Extraction from Form-like Documents

Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao

Relation Extraction with Explanation

Hamed Shahbazi, Xiaoli Fern, Reza Ghaeini, Prasad Tadepalli

Neighborhood Matching Network for Entity Alignment

Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

Named Entity Recognition as Dependency Parsing

Juntao Yu, Bernd Bohnet, Massimo Poesio

MIE: A Medical Information Extractor towards Medical Dialogues

Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao

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

Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi, Sho Yokoi, Tatsuki Kuribayashi

Handling Rare Entities for Neural Sequence Labeling

Yangming Li, Han Li, Kaisheng Yao, Xiaolong Li

Continual Relation Learning via Episodic Memory Activation and Reconsolidation

Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu

Connecting Embeddings for Knowledge Graph Entity Typing

Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang

Bipartite Flat-Graph Network for Nested Named Entity Recognition

Ying Luo, Hai Zhao

Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification

Pratik Dutta, Sriparna Saha

A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure

Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou

Speaker Sensitive Response Evaluation Model

JinYeong Bak, Alice Oh

SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing

Jiaying Hu, yan yang, Chencai Chen, Liang He, Zhou Yu

Learning Efficient Dialogue Policy from Demonstrations through Shaping

Huimin Wang, Baolin Peng, Kam-Fai Wong

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu

Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight

Hengyi Cai, Hongshen Chen, Yonghao Song, Cheng Zhang, Xiaofang Zhao

[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking

Yong Shan, Zekang Li, Jinchao Zhang, Fandong Meng, Yang Feng

To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying

Markus Gärtner, Kerstin Jung

The Unstoppable Rise of Computational Linguistics in Deep Learning

James Henderson

The State and Fate of Linguistic Diversity and Inclusion in the NLP World

Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, Monojit Choudhury

Language (Re)modelling: Towards Embodied Language Understanding

Ronen Tamari, Chen Shani, Tom Hope, Miriam R L Petruck, Omri Abend

Are we Estimating or Guesstimating Translation Quality?

Shuo Sun, Francisco Guzmán, Lucia Specia

Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference

Nikita Kitaev, Dan Klein

Multi-Granularity Interaction Network for Extractive and Abstractive Multi-Document Summarization

Hanqi Jin, Tianming Wang, Xiaojun Wan

Leveraging Graph to Improve Abstractive Multi-Document Summarization

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

Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization

Yue Cao, Hui LIU, Xiaojun Wan

Heterogeneous Graph Neural Networks for Extractive Document Summarization

Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang

Extractive Summarization as Text Matching

Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu

Composing Elementary Discourse Units in Abstractive Summarization

Zhenwen Li, Wenhao Wu, Sujian Li

Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study

Xinyu Xing, Xiaosheng Fan, Xiaojun Wan

Reasoning Over Semantic-Level Graph for Fact Checking

Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan

Neural Mixed Counting Models for Dispersed Topic Discovery

Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li

Neural Graph Matching Networks for Chinese Short Text Matching

Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen

NeuInfer: Knowledge Inference on N-ary Facts

Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng

How to Ask Good Questions? Try to Leverage Paraphrases

Xin Jia, Wenjie Zhou, Xu Sun, Yunfang Wu

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder

Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang

Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language?

Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui

Curriculum Learning for Natural Language Understanding

Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie

Benchmarking Multimodal Regex Synthesis with Complex Structures

Xi Ye, Qiaochu Chen, Isil Dillig, Greg Durrett

Word-level Textual Adversarial Attacking as Combinatorial Optimization

Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang