EMNLP

2021–2025 確定版

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Natural Language Processing

2021 · 656 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 · EMNLP
Tribrid: Stance Classification with Neural Inconsistency Detection
Song Yang, Jacopo Urbani
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Truth-Conditional Captions for Time Series Data
Harsh Jhamtani, Taylor Berg-Kirkpatrick
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Types of Out-of-Distribution Texts and How to Detect Them
Udit Arora, William Huang, He He
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval
Kyoung-Rok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joohee Park, Taewon Yoon, Heecheol Seo
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification
Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
Carel van Niekerk, Andrey Malinin, Christian Geishauser, Michael Heck, Hsien-chin Lin, Nurul Lubis, Shutong Feng, Milica Gašić
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training
Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Uncovering Main Causalities for Long-tailed Information Extraction
Guoshun Nan, Jiaqi Zeng, Rui Qiao, Zhijiang Guo, Wei Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Understanding Politics via Contextualized Discourse Processing
Rajkumar Pujari, Dan Goldwasser
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Understanding and Overcoming the Challenges of Efficient Transformer Quantization
Yelysei Bondarenko, Markus Nagel, Tijmen Blankevoort
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference
Kewei Cheng, Ziqing Yang, Ming Zhang, Yizhou Sun
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion
Xiaobao Guo, Adams Kong, Huan Zhou, Xianfeng Wang, Min Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Universal Sentence Representation Learning with Conditional Masked Language Model
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy
Shaolei Zhang, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation
Yimeng Wu, Mehdi Rezagholizadeh, Abbas Ghaddar, Md Akmal Haidar, Ali Ghodsi
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Conversation Disentanglement through Co-Training
Hui Liu, Zhan Shi, Xiaodan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
David Lowell, Brian Howard, Zachary C. Lipton, Byron Wallace
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context
Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Neural Machine Translation with Universal Grammar
Zuchao Li, Masao Utiyama, Eiichiro Sumita, Hai Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Paraphrasing with Pretrained Language Models
Tong Niu, Semih Yavuz, Yingbo Zhou, Nitish Shirish Keskar, Huan Wang, Caiming Xiong
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Unsupervised Relation Extraction: A Variational Autoencoder Approach
Chenhan Yuan, Hoda Eldardiry
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender
Sky CH-Wang, David Jurgens
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries
Autumn Toney, Aylin Caliskan
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment
Vivek Iyer, Arvind Agarwal, Harshit Kumar
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization
Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers
Stella Frank, Emanuele Bugliarello, Desmond Elliott
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Visual News: Benchmark and Challenges in News Image Captioning
Fuxiao Liu, Yinghan Wang, Tianlu Wang, Vicente Ordonez
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Wasserstein Selective Transfer Learning for Cross-domain Text Mining
Lingyun Feng, Minghui Qiu, Yaliang Li, Haitao Zheng, Ying Shen
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Weakly supervised discourse segmentation for multiparty oral conversations
Lila Gravellier, Julie Hunter, Philippe Muller, Thomas Pellegrini, Isabelle Ferrané
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering
Man Luo, Yankai Zeng, Pratyay Banerjee, Chitta Baral
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Weakly-supervised Text Classification Based on Keyword Graph
Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
WebSRC: A Dataset for Web-Based Structural Reading Comprehension
Xingyu Chen, Zihan Zhao, Lu Chen, JiaBao Ji, Danyang Zhang, Ao Luo, Yuxuan Xiong, Kai Yu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Jeon Dong Hyeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
What to Pre-Train on? Efficient Intermediate Task Selection
Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models
Mor Geva, Uri Katz, Aviv Ben-Arie, Jonathan Berant
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute
Tao Lei
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection
Aditi Chaudhary, Kayo Yin, Antonios Anastasopoulos, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
WhyAct: Identifying Action Reasons in Lifestyle Vlogs
Oana Ignat, Santiago Castro, Hanwen Miao, Weiji Li, Rada Mihalcea
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
Siddhant Garg, Alessandro Moschitti
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution
Denis Emelin, Rico Sennrich
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge
Weinan He, Canming Huang, Yongmei Liu, Xiaodan Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Word Reordering for Zero-shot Cross-lingual Structured Prediction
Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews
Matan Orbach, Orith Toledo-Ronen, Artem Spector, Ranit Aharonov, Yoav Katz, Noam Slonim
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
You should evaluate your language model on marginal likelihood over tokenisations
Kris Cao, Laura Rimell
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders
Guanhua Chen, Shuming Ma, Yun Chen, Li Dong, Dongdong Zhang, Jia Pan, Wenping Wang, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Zhenpeng Zhou, Paul Crook, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation
Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
“Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models
Roma Patel, Ellie Pavlick
Natural Language Processing
日本大学: 関与なし（対象大学）
2021 · EMNLP
“Wikily” Supervised Neural Translation Tailored to Cross-Lingual Tasks
Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya
Natural Language Processing
日本大学: 関与なし（対象大学）