ACL

2021–2025 確定版

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Natural Language Processing

2021 · 571 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2021 · ACL
Syntax-Enhanced Pre-trained Model
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong, Wanjun Zhong, Xiaojun Quan, Daxin Jiang, Nan Duan
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Syntax-augmented Multilingual BERT for Cross-lingual Transfer
Wasi Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Syntopical Graphs for Computational Argumentation Tasks
Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu, Varun Manjunatha, Douglas Oard, Philip Resnik, Henning Wachsmuth
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
Madhur Panwar, Shashank Shailabh, Milan Aggarwal, Balaji Krishnamurthy
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models
Jie He, Bo Peng, Yi Liao, Qun Liu, Deyi Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TIMEDIAL: Temporal Commonsense Reasoning in Dialog
Lianhui Qin, Aditya Gupta, Shyam Upadhyay, Luheng He, Yejin Choi, Manaal Faruqui
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TWAG: A Topic-Guided Wikipedia Abstract Generator
Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction
Piji Li, Shuming Shi
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation
Shizhe Diao, Ruijia Xu, Hongjin Su, Yilei Jiang, Yan Song, Tong Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Text-Free Image-to-Speech Synthesis Using Learned Segmental Units
Wei-Ning Hsu, David Harwath, Tyler Miller, Christopher Song, James Glass
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, Shaoyi Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David Uthus, Zarana Parekh
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing
Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
The Limitations of Limited Context for Constituency Parsing
Yuchen Li, Andrej Risteski
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, Reut Tsarfaty
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity
David Gros, Yu Li, Zhou Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
The statistical advantage of automatic NLG metrics at the system level
Johnny Wei, Robin Jia
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems
Bill Byrne, Karthik Krishnamoorthi, Saravanan Ganesh, Mihir Kale
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
To POS Tag or Not to POS Tag: The Impact of POS Tags on Morphological Learning in Low-Resource Settings
Sarah Moeller, Ling Liu, Mans Hulden
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification
Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Argument Mining for Social Good: A Survey
Eva Maria Vecchi, Neele Falk, Iman Jundi, Gabriella Lapesa
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Emotional Support Dialog Systems
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection
Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Quantifiable Dialogue Coherence Evaluation
Zheng Ye, Liucun Lu, Lishan Huang, Liang Lin, Xiaodan Liang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Robustness of Text-to-SQL Models against Synonym Substitution
Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Towards Table-to-Text Generation with Numerical Reasoning
Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura, Hiroya Takamura
Natural Language Processing
日本大学: 東京科学大学
2021 · ACL
Towards User-Driven Neural Machine Translation
Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Transfer Learning for Sequence Generation: from Single-source to Multi-source
Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Transferable Dialogue Systems and User Simulators
Bo-Hsiang Tseng, Yinpei Dai, Florian Kreyssig, Bill Byrne
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction
Tianze Shi, Lillian Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference
Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction
Kaiwen Wei, Xian Sun, Zequn Zhang, Jingyuan Zhang, Guo Zhi, Li Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
Fanchao Qi, Yuan Yao, Sophia Xu, Zhiyuan Liu, Maosong Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP
M Saiful Bari, Tasnim Mohiuddin, Shafiq Joty
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
Hongliang Dai, Yangqiu Song, Haixun Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
UnNatural Language Inference
Koustuv Sinha, Prasanna Parthasarathi, Joelle Pineau, Adina Williams
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning
Forrest Davis, Marten van Schijndel
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model
Kathleen C. Fraser, Isar Nejadgholi, Svetlana Kiritchenko
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation
Mathias Müller, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
UniRE: A Unified Label Space for Entity Relation Extraction
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unified Dual-view Cognitive Model for Interpretable Claim Verification
Lianwei Wu, Yuan Rao, Yuqian Lan, Ling Sun, Zhaoyin Qi
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding
Hidetaka Kamigaito, Katsuhiko Hayashi
Natural Language Processing
日本大学: 群馬大学 / 東京科学大学
2021 · ACL
UnitedQA: A Hybrid Approach for Open Domain Question Answering
Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unleash GPT-2 Power for Event Detection
Amir Pouran Ben Veyseh, Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering
Reinald Adrian Pugoy, Hung-Yu Kao
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning
Cheonbok Park, Yunwon Tae, TaeHee Kim, Soyoung Yang, Mohammad Azam Khan, Lucy Park, Jaegul Choo
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Unsupervised Out-of-Domain Detection via Pre-trained Transformers
Keyang Xu, Tongzheng Ren, Shikun Zhang, Yihao Feng, Caiming Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems
Claudio Pinhanez, Paulo Cavalin, Victor Henrique Alves Ribeiro, Ana Appel, Heloisa Candello, Julio Nogima, Mauro Pichiliani, Melina Guerra, Maira de Bayser, Gabriel Malfatti, Henrique Ferreira
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation
Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Value-Agnostic Conversational Semantic Parsing
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Verb Knowledge Injection for Multilingual Event Processing
Olga Majewska, Ivan Vulić, Goran Glavaš, Edoardo Maria Ponti, Anna Korhonen
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Verb Metaphor Detection via Contextual Relation Learning
Wei Song, Shuhui Zhou, Ruiji Fu, Ting Liu, Lizhen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words
Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Vocabulary Learning via Optimal Transport for Neural Machine Translation
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
Changhan Wang, Morgane Riviere, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
W-RST: Towards a Weighted RST-style Discourse Framework
Patrick Huber, Wen Xiao, Giuseppe Carenini
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
WARP: Word-level Adversarial ReProgramming
Karen Hambardzumyan, Hrant Khachatrian, Jonathan May
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Weakly Supervised Named Entity Tagging with Learnable Logical Rules
Jiacheng Li, Haibo Ding, Jingbo Shang, Julian McAuley, Zhe Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Weight Distillation: Transferring the Knowledge in Neural Network Parameters
Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
What Context Features Can Transformer Language Models Use?
Joe O’Connor, Jacob Andreas
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?
Nikita Nangia, Saku Sugawara, Harsh Trivedi, Alex Warstadt, Clara Vania, Samuel R. Bowman
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
What is Your Article Based On? Inferring Fine-grained Provenance
Yi Zhang, Zachary Ives, Dan Roth
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
When Do You Need Billions of Words of Pretraining Data?
Yian Zhang, Alex Warstadt, Xiaocheng Li, Samuel R. Bowman
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering
Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives
Ming Wang, Yinglin Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation
Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · ACL
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering
Nan Yang, Furu Wei, Binxing Jiao, Daxing Jiang, Linjun Yang
Natural Language Processing
日本大学: 関与なし（対象大学）