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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, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou:
Evaluating Models' Local Decision Boundaries via Contrast Sets. 1307-1323 - Ethan C. Chau, Lucy H. Lin, Noah A. Smith:
Parsing with Multilingual BERT, a Small Treebank, and a Small Corpus. 1324-1334 - Nasim Sabetpour, Adithya Kulkarni, Qi Li:
OptSLA: an Optimization-Based Approach for Sequential Label Aggregation. 1335-1340