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ORCIDEMNLP (Findings) 2020: Virtual Event
- Trevor Cohn, Yulan He, Yang Liu:
Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020. Findings of ACL EMNLP 2020, Association for Computational Linguistics 2020, ISBN 978-1-952148-90-3
- Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh:
Fully Quantized Transformer for Machine Translation. 1-14 - Ningyu Zhang, Shumin Deng, Juan Li, Xi Chen, Wei Zhang, Huajun Chen:
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention. 15-24 - Peng Qi, Yuhao Zhang, Christopher D. Manning:
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. 25-40 - Boon Peng Yap, Andrew Koh, Eng Siong Chng:
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences. 41-46 - Ke Wang, Xiaojun Wan:
Adversarial Text Generation via Sequence Contrast Discrimination. 47-53 - Huaishao Luo, Lei Ji, Tianrui Li, Daxin Jiang, Nan Duan:
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis. 54-64 - Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, Pushmeet Kohli:
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation. 65-83 - Hao Fei, Yafeng Ren, Donghong Ji:
Improving Text Understanding via Deep Syntax-Semantics Communication. 84-93 - Wanzheng Zhu, Suma Bhat:
GRUEN for Evaluating Linguistic Quality of Generated Text. 94-108 - Katsuhiko Hayashi, Koki Kishimoto, Masashi Shimbo:
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings. 109-114 - Chujie Zheng
, Yunbo Cao, Daxin Jiang, Minlie Huang:
Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation. 115-125 - Wenyan Li, Alvin Grissom II, Jordan L. Boyd-Graber:
An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs. 126-136 - Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Ji-Rong Wen, Nianwen Xue:
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields. 137-147 - Anders Søgaard:
Neural Speed Reading Audited. 148-153 - Gunhee Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Purva Kulkarni, Jack G. M. Fitzgerald:
Converting the Point of View of Message Spoken to Virtual Assistants. 154-163 - Zhouxing Shi, Minlie Huang:
Robustness to Modification with Shared Words in Paraphrase Identification. 164-171 - Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao:
Few-shot Natural Language Generation for Task-Oriented Dialog. 172-182 - Hao Fei, Yafeng Ren, Donghong Ji:
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. 183-193 - Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang:
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining. 194-203 - Pengshuai Li, Xinsong Zhang, Weijia Jia, Wei Zhao:
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction. 204-211 - Ruiyi Zhang, Changyou Chen, Xinyuan Zhang, Ke Bai, Lawrence Carin:
Semantic Matching via Optimal Partial Transport. 212-222 - Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel:
How Decoding Strategies Affect the Verifiability of Generated Text. 223-235 - Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi:
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. 236-246 - Junlin Wang, Jens Tuyls, Eric Wallace, Sameer Singh:
Gradient-based Analysis of NLP Models is Manipulable. 247-258 - Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He:
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. 259-266 - Masato Mita, Shun Kiyono, Masahiro Kaneko, Jun Suzuki, Kentaro Inui:
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction. 267-280 - Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller:
Understanding tables with intermediate pre-training. 281-296 - Luoxin Chen, Xinyue Liu, Weitong Ruan, Jianhua Lu:
Enhance Robustness of Sequence Labelling with Masked Adversarial Training. 297-302 - Orith Toledo-Ronen, Matan Orbach, Yonatan Bilu, Artem Spector, Noam Slonim:
Multilingual Argument Mining: Datasets and Analysis. 303-317 - Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. 318-328 - Won-Ik Cho, Young Ki Moon, Sangwhan Moon, Seok Min Kim, Nam Soo Kim:
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives. 329-339 - Abdullatif Köksal, Arzucan Özgür:
The RELX Dataset and Matching the Multilingual Blanks for Cross-lingual Relation Classification. 340-350 - Giuseppe Russo, Nora Hollenstein, Claudiu Cristian Musat, Ce Zhang:
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation. 351-366 - Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo:
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation. 367-376 - Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang:
Dual Low-Rank Multimodal Fusion. 377-387 - Omnia Zayed, John P. McCrae, Paul Buitelaar:
Contextual Modulation for Relation-Level Metaphor Identification. 388-406 - Xiangci Li, Hairong Liu, Liang Huang:
Context-aware Stand-alone Neural Spelling Correction. 407-414 - Youxuan Jiang, Huaiyu Zhu, Jonathan K. Kummerfeld, Yunyao Li, Walter S. Lasecki:
A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels. 415-421 - Jiyeon Ham, Yo Joong Choe, Kyubyong Park, Ilji Choi, Hyungjoon Soh:
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding. 422-430 - Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King:
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning. 431-440 - Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning. 441-459 - Federico López, Michael Strube:
A Fully Hyperbolic Neural Model for Hierarchical Multi-class Classification. 460-475 - Dustin Wright, Isabelle Augenstein:
Claim Check-Worthiness Detection as Positive Unlabelled Learning. 476-488 - François Gardères, Maryam Ziaeefard, Baptiste Abeloos, Freddy Lécué:
ConceptBert: Concept-Aware Representation for Visual Question Answering. 489-498 - Tom Sherborne, Yumo Xu, Mirella Lapata:
Bootstrapping a Crosslingual Semantic Parser. 499-517 - Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao:
Revisiting Representation Degeneration Problem in Language Modeling. 518-527 - Shai Gretz, Yonatan Bilu, Edo Cohen-Karlik, Noam Slonim:
The workweek is the best time to start a family - A Study of GPT-2 Based Claim Generation. 528-544 - John P. Lalor, Hong Yu:
Dynamic Data Selection for Curriculum Learning via Ability Estimation. 545-555 - Alessandro Raganato, Yves Scherrer, Jörg Tiedemann:
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation. 556-568 - Tzuf Paz-Argaman, Reut Tsarfaty, Gal Chechik, Yuval Atzmon:
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization. 569-579 - Chuxu Zhang, Lu Yu, Mandana Saebi, Meng Jiang, Nitesh V. Chawla:
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases. 580-585 - Fanyu Meng, Junlan Feng, Danping Yin, Si Chen, Min Hu:
Sentiment Analysis with Weighted Graph Convolutional Networks. 586-595 - Jinman Zhao, Shawn Zhong, Xiaomin Zhang, Yingyu Liang:
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding. 596-611 - Yasumasa Onoe, Greg Durrett:
Interpretable Entity Representations through Large-Scale Typing. 612-624 - Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Jing Xiao:
Empirical Studies of Institutional Federated Learning For Natural Language Processing. 625-634 - Weijie Feng, Binbin Liu, Dongpeng Xu, Qilong Zheng, Yun Xu:
NeuReduce: Reducing Mixed Boolean-Arithmetic Expressions by Recurrent Neural Network. 635-644 - Maryam Hashemzadeh, Greta Kaufeld, Martha White, Andrea E. Martin, Alona Fyshe:
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Atypical Language Stimuli? 645-656 - Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu:
Revisiting Pre-Trained Models for Chinese Natural Language Processing. 657-668 - Juyong Jiang, Jie Zhang, Kai Zhang:
Cascaded Semantic and Positional Self-Attention Network for Document Classification. 669-677 - Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang:
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. 678-688 - Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez, Victor Henrique Alves Ribeiro:
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. 689-698 - Jiannan Xiang, Xin Wang, William Yang Wang:
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation. 699-707 - Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin:
Document Ranking with a Pretrained Sequence-to-Sequence Model. 708-718 - Zi Lin, Jeremiah Z. Liu, Zi Yang, Nan Hua, Dan Roth:
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior. 719-730 - Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole:
Rethinking Self-Attention: Towards Interpretability in Neural Parsing. 731-742 - Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang:
PolicyQA: A Reading Comprehension Dataset for Privacy Policies. 743-749 - Takuma Udagawa, Takato Yamazaki, Akiko Aizawa:
A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions. 750-765 - Su Zhu, Jieyu Li, Lu Chen, Kai Yu:
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. 766-781 - Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu:
Syntactic and Semantic-driven Learning for Open Information Extraction. 782-792 - Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao:
Group-wise Contrastive Learning for Neural Dialogue Generation. 793-802 - Nina Pörner, Ulli Waltinger, Hinrich Schütze:
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT. 803-818 - Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. 819-828 - Fayuan Li, Weihua Peng, Yuguang Chen, Quan Wang, Lu Pan, Yajuan Lyu, Yong Zhu:
Event Extraction as Multi-turn Question Answering. 829-838 - Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych:
Improving QA Generalization by Concurrent Modeling of Multiple Biases. 839-853 - Yen-Chen Wu, Bo-Hsiang Tseng, Milica Gasic:
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems. 854-863 - Katja Filippova:
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. 864-870 - Kosuke Yamada, Tsutomu Hirao, Ryohei Sasano, Koichi Takeda, Masaaki Nagata:
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts. 871-877 - Konstantin Kobs, Tobias Koopmann, Albin Zehe, David Fernes, Philipp Krop, Andreas Hotho:
Where to Submit? Helping Researchers to Choose the Right Venue. 878-883 - Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang, Da-Cheng Juan, Wei Wei, Jia-Yu Pan:
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval. 884-897 - Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang:
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding. 898-908 - Yu Cao, Wei Bi, Meng Fang, Dacheng Tao:
Pretrained Language Models for Dialogue Generation with Multiple Input Sources. 909-917 - Rachel Bawden, Biao Zhang, Lisa Yankovskaya, Andre Tättar, Matt Post:
A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing. 918-932 - Saurabh Kulshreshtha, José Luis Redondo García, Ching-Yun Chang:
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study. 933-942 - Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata:
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection. 943-949 - Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang:
SeNsER: Learning Cross-Building Sensor Metadata Tagger. 950-960 - Ehsan Doostmohammadi, Minoo Nassajian, Adel Rahimi:
Persian Ezafe Recognition Using Transformers and Its Role in Part-Of-Speech Tagging. 961-971 - Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. 972-990 - Irene Manotas, Ngoc Phuoc An Vo, Vadim Sheinin:
LiMiT: The Literal Motion in Text Dataset. 991-1000 - Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian:
Transition-based Parsing with Stack-Transformers. 1001-1007 - Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey:
G-DAug: Generative Data Augmentation for Commonsense Reasoning. 1008-1025 - Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang:
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data. 1026-1036 - Dat Quoc Nguyen, Anh Tuan Nguyen:
PhoBERT: Pre-trained language models for Vietnamese. 1037-1042 - Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng:
ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection. 1043-1056 - Bingfeng Luo, Zuo Bai, Kunfeng Lai, Jianping Shen:
Make Templates Smarter: A Template Based Data2Text System Powered by Text Stitch Model. 1057-1062 - Peng Wu, Bowei Zou, Ridong Jiang, AiTi Aw:
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking. 1063-1073 - Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan:
Incorporating Stylistic Lexical Preferences in Generative Language Models. 1074-1079 - Max Glockner, Ivan Habernal, Iryna Gurevych:
Why do you think that? Exploring faithful sentence-level rationales without supervision. 1080-1095 - Ke Lin, Zhuoxin Gan, Liwei Wang:
Semi-Supervised Learning for Video Captioning. 1096-1106 - Youngbin Ro, Yukyung Lee, Pilsung Kang:
Multi2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT. 1107-1117 - Elgun Jabrayilzade, Selma Tekir:
LGPSolver - Solving Logic Grid Puzzles Automatically. 1118-1123 - Qi Qin, Wenpeng Hu, Bing Liu:
Using the Past Knowledge to Improve Sentiment Classification. 1124-1133 - Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow:
High-order Semantic Role Labeling. 1134-1151 - Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel:
Undersensitivity in Neural Reading Comprehension. 1152-1165 - Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu:
HyperText: Endowing FastText with Hyperbolic Geometry. 1166-1171 - Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu, Jingyang Li:
AutoETER: Automated Entity Type Representation with Relation-Aware Attention for Knowledge Graph Embedding. 1172-1181 - Kazuya Kawakami, Luyu Wang, Chris Dyer, Phil Blunsom, Aäron van den Oord:
Learning Robust and Multilingual Speech Representations. 1182-1192 - Martin d'Hoffschmidt, Wacim Belblidia, Quentin Heinrich, Tom Brendlé, Maxime Vidal:
FQuAD: French Question Answering Dataset. 1193-1208 - Hoang Nguyen, Chenwei Zhang, Congying Xia, Philip S. Yu:
Semantic Matching and Aggregation Network for Few-shot Intent Detection. 1209-1218 - Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze:
Quantifying the Contextualization of Word Representations with Semantic Class Probing. 1219-1234 - Justin R. Lovelace, Bobak Mortazavi:
Learning to Generate Clinically Coherent Chest X-Ray Reports. 1235-1243 - Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido:
FELIX: Flexible Text Editing Through Tagging and Insertion. 1244-1255 - Anna Rogers, Isabelle Augenstein:
What Can We Do to Improve Peer Review in NLP? 1256-1262 - Ankur Goswami, Akshata Bhat, Hadar Ohana, Theodoros Rekatsinas:
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion. 1263-1276 - Kung-Hsiang Huang, Mu Yang, Nanyun Peng:
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs. 1277-1285 - Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach. 1286-1298 - Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. 1299-1306 - Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hannaneh Hajishirzi,