SlowGuess/ACL_2020_OCR huggingface dataset:
[TACL] Deep Contextualized Self-training for Low Resource Dependency Parsing Guy Rotman, Roi Reichart
[Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches
Tianze Shi and Lillian Lee
[Short] Revisiting Higher-Order Dependency Parsers
Erick Fonseca and Andre F. T. Martins
[Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling
Luoxin Chen, Weitong Ruan, Xinyue Liu and Jianhua Lu
[Short] Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference
Nikita Kitaev and Dan Klein
[Short] Treebank Embedding Vectors for Out-of-domain Dependency Parsing
Joachim Wagner, James Barry and Jennifer Foster
cclvii
18:00-19:00 Session 14B Student Research Workshop
[SRW] Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models  
Pia Sommerauer
[SRW] Pointwise Paraphrase Appraisal is Potentially Problematic Hannah Chen, Yangfeng Ji and David Evans
[SRW] A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples  
Zhao Meng and Roger Wattenhofer
[SRW] Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources  
Magdalena Biesialska, Bardia Rafieian and Marta R. Costa-jussa
[Demo] MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation  
Nico Herbig, Santanu Pal, Tim Düwel, Kalliopi Meladaki, Mahsa Monshizadeh, Vladislav Hnatovskiy, Antonio Krüger and Josef van Genabith
[Demo] What's The Latest? A Question-driven News Chatbot Philippe Laban, John Canny and Marti A. Hearst
[Demo] MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform  
Xiang Gao, Michel Galley and Bill Dolan
[Demo] DIALOGPT: Large-Scale Generative Pre-training for Conversational Response Generation  
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu and Bill Dolan
[Demo] SUPPAI: Finding Evidence for Supplement-Drug interactions Lucy Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg, Carissa Schoenick, Nick Botner and Waleed Ammar
cclviii
20:00-21:00 Session 15A Generation-14
[TACL] A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation  
Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu
[Long] BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension  
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov and Luke Zettlemoyer
[Long] BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam, Dipanjan Das and Ankur Parikh
[Long] Distilling Knowledge Learned in BERT for Text Generation  
Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu and Jingjing Liu
[Long] Improving Image Captioning with Better Use of Caption  
Zhan Shi, Xu Zhou, Xipeng Qiu and Xiaodan Zhu
[Long] Iterative Edit-Based Unsupervised Sentence Simplification  
Dhruv Kumar, Lili Mou, Lukasz Golab and Olga Vechtomova
[Long] Neural CRF Model for Sentence Alignment in Text Simplification  
Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong and Wei Xu
[Long] One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases  
Xingdi Yuan, Tong Wang, Rui Meng, Khushboo Thaker, Peter Brusilovsky, Daqing He and Adam Trischler
20:00-21:00 Session 15A Information Extraction-11
[Long] A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization  
Dongfang Xu, Zeyu Zhang and Steven Bethard
[Long] A Joint Neural Model for Information Extraction with Global Features  
Ying Lin, Heng Ji, Fei Huang and Lingfei Wu
[Short] A Two-Step Approach for Implicit Event Argument Detection  
Zhisong Zhang, Xiang Kong, Zhengzhong Liu, Xuezhe Ma and Eduard Hovy
[Long] Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding  
Xinya Du and Claire Cardie
[Long] Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts  
Jingyuan Zhang, Mingming Sun, Yue Feng and Ping Li
[Long] Multi-Sentence Argument Linking  
Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins and Benjamin Van Durme
[Short] Revisiting Unsupervised Relation Extraction
Thy Thy Tran, Phong Le and Sophia Ananiadou
[Long] Temporally-Informed Analysis of Named Entity Recognition Shruti Rijhwani and Daniel Preotiuc-Pietro
[Short] Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation  
Aakanksha Naik and Carolyn Rose
[Long] ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Web pages  
Colin Lockard, Prashant Shiralkar, Xin Luna Dong and Hannaneh Hajishirzi
cclx
20:00-21:00 Session 15A Information Retrieval and Text Mining-8
20:00-21:00 Session 15A Language Grounding to Vision, Robotics and Beyond-9
[Short] Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms  
Simeon Schüz and Sina Zarrieß
cclxi
[Long] Mapping Natural Language Instructions to Mobile UI Action Sequences Yang Li, Jiacong He, Xin Zhou, Yuan Zhang and Jason Baldridge
[Long] Refer360°: A Referring Expression Recognition Dataset in 360° Images Volkan Cirik, Taylor Berg-Kirkpatrick and Louis-Philippe Morency
[Long] TVQA+: Spatio-Temporal Grounding for Video Question Answering  
Jie Lei, Licheng Yu, Tamara Berg and Mohit Bansal
[Long] Unsupervised Multimodal Neural Machine Translation with Pseudo Visual  
Pivoting  
Po-Yao Huang, Junjie Hu, Xiaojun Chang and Alexander Hauptmann
[Short] 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 and Siva Reddy
20:00- 21:00 Session 15A Machine Translation-17
[Long] Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation  
Arya D. McCarthy, Xian Li, Jiatao Gu and Ning Dong
[Short] Evaluating Robustness to Input Perturbations for Neural Machine Translation  
Xing Niu, Prashant Mathur, Georgiana Dinu and Yaser Al-Onaizan
[Long] Hard-Coded Gaussian Attention for Neural Machine Translation  
Weiqiu You, Simeng Sun and Mohit Iyyer
[Long] Learning a Multi-Domain Curriculum for Neural Machine Translation Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell and Zarana Parekh
[Short] Tagged Back-translation Revisited: Why Does It Really Work? Benjamin Marie, Raphael Rubino and Atsushi Fujita
cclxii
20:00-21:00 Session 15A Semantics: Sentence Level-10
[Short] Active Learning for Coreference Resolution using Discrete Annotation Belinda Z. Li, Gabriel Stanovsky and Luke Zettlemoyer
[TACL] Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models Vesna G. Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova
[Long] Emerging Cross-lingual Structure in Pretrained Language Models  
Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer and Veselin Stoyanov
[Short] Estimating Mutual Information Between Dense Word Embeddings  
Vitalii Zhelezniak, Aleksandar Savkov and Nils Hammerla
[Long] Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing  
Alane Suhr, Ming-Wei Chang, Peter Shaw and Kenton Lee
[Long] Good-Enough Compositional Data Augmentation  
Jacob Andreas
[Short] Incorporating External Knowledge through Pre-training for Natural Language to Code Generation  
Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu and Graham Neubig
[Long] Predicting the Focus of Negation: Model and Error Analysis  
Md Mosharaf Hossain, Kathleen Hamilton, Alexis Palmer and Eduardo Blanco
[Long] TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data  
Pengcheng Yin, Graham Neubig, Wen-tau Yih and Sebastian Riedel
[Long] Unsupervised Cross-lingual Representation Learning at Scale  
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer and Veselin Stoyanov
cclxiii
20:00-21:00 Session 15A Semantics: Textual Inference and Other Areas of Semantics-7
cclxiv
20:00-21:00 Session 15A Student Research Workshop
[SRW] Checkpoint Reranking: An Approach to Select Better Hypothesis for Neural Machine Translation Systems  
Vinay Pandramish and Dipti Misra Sharma
[SRW] Story-level Text Style Transfer: A Proposal  
Yusu Qian
[SRW] Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrichment  
Alex Luu and Sophia A. Malamud
[SRW] Compositional Generalization by Factorizing Alignment and Translation  
Jacob Russian, Jason Jo, Randall O'Reilly and Yoshua Bengio
[Demo] NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg  
Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau, Vitorio Selo and Iat Chong Chan
[Demo] LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation  
Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Seyeon Lee, Qinyuan Ye, Elizabeth Boschee, Leonardo Neves and Xiang Ren
21:00-22:00 Session 15B Generation-15
[Long] ESPRIT: Explaining Solutions to Physical Reasoning Tasks  
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher and Dragomir Radev
[Long] Logical Natural Language Generation from Open-Domain Tables  
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen and William Yang Wang
[Long] R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Common-Sense Knowledge  
Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan and Nanyun Peng
[Long] Structural Information Preserving for Graph-to-Text Generation  
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge and Dong Yu
cclxv
[Short] Toward Better Storylines with Sentence-Level Language Models  
Daphne Ippolito, David Grangier, Douglas Eck and Chris Callison-Burch
21:00-22:00 Session 15B Information Extraction-12
[Long] Exploiting the Syntax-Model Consistency for Neural Relation Extraction  
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou and Thien Huu Nguyen
[Long] From English to Code-Switching: Transfer Learning with Strong Morphological Clues  
Gustavo Aguilar and Thamar Solorio
[Long] Hierarchical Entity Typing via Multi-level Learning to Rank Tongfei Chen, Yunmo Chen and Benjamin Van Durme
[Long] Machine Reading of Historical Events Or Honovich, Lucas Torroba Hennigen, Omri Abend and Shay B. Cohen
[Long] Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference  
Jing Wang, Mayank Kulkarni and Daniel Preotiac-Pietro
[Long] Rationalizing Medical Relation Prediction from Corpus-level Statistics  
Zhen Wang, Jennifer Lee, Simon Lin and Huan Sun
[Long] Representation Learning for Information Extraction from Form-like Documents  
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao and Marc Najork
[Long] SciREX: A Challenge Dataset for Document-Level Information Extraction  
Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi and Iz Beltagy
[Long] Sources of Transfer in Multilingual Named Entity Recognition  
David Mueller, Nicholas Andrews and Mark Dredze
cclxvi
[Long] TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories
Giannis Karamanolakis, Jun Ma and Xin Luna Dong
[Short] TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition
Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang, Prashant Shiralkar and Xiang Ren
21:00-22:00 Session 15B Machine Translation-18
[Long] Balancing Training for Multilingual Neural Machine Translation  
Xinyi Wang, Yulia Tsvetkov and Graham Neubig
[Long] Parallel Corpus Filtering via Pre-trained Language Models  
Boliang Zhang, Ajay Nagesh and Kevin Knight
[Short] Regularized Context Gates on Transformer for Machine Translation  
Xintong Li, Lemao Liu, Rui Wang, Guoping Huang and Max Meng
[Long] Translationese as a Language in "Multilingual" NMT Parker Riley, Isaac Caswell, Markus Freitag and David Grangier
cclxvii
21:00-22:00 Session 15B NLP Applications-12
[Short] A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar, Lingfei Wu, JinJun Xiong and Julia Hockenmaier
[Short] Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring  
Haoran Zhang and Diane Litman
[Short] Clinical Concept Linking with Contextualized Neural Representations  
Elliot Schumacher, Andriy Mulyar and Mark Dredze
[Long] DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona Diab and Smaranda Muresan
[Short] Let Me Choose: From Verbal Context to Font Selection  
Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Arente, Nedim Lipka and Thamar Solorio
[TACL] Machine Learning Driven Language Assessment Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair
[Long] Multi-Label and Multilingual News Framing Analysis  
Afra Feyza Akyurek, Lei Guo, Randa Elanwar, Prakash Ishwar, Margrit Betke and Derry Tanti Wijaya
[Long] Predicting Performance for Natural Language Processing Tasks  
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang and Graham Neubig
[Long] ScriptWriter: Narrative-Guided Script Generation  
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun NIE and Jin Zhou
[Long] Should All Cross-Linguial Embeddings Speak English? Antonios Anastasopoulos and Graham Neubig
[Short] Smart To-Do: Automatic Generation of To-Do Items from Emails Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah and Ryen White
cclxviii
21:00-22:00 Session 15B Phonology, Morphology and Word Segmentation-7
[Long] A Multitask Learning Approach for Diacritic Restoration Sawsan Alqahtani, Ajay Mishra and Mona Diab
[Long] Frugal Paradigm Completion Alexander Erdmann, Tom Kenter, Markus Becker and Christian Schallhart
[Long] Improving Chinese Word Segmentation with Wordhood Memory Networks  
Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang and Yonggang Wang
[Long] Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge  
Yuanhe Tian, Yan Song, Xiang Ao, Fei Xia, Xiaojun Quan, Tong Zhang and Yonggang Wang
[Long] Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging  
Nasser Zalmout and Nizar Habash
[Long] Phonetic and Visual Priors for Decipherment of Informal Romanization Maria Ryskina, Matthew R. Gormley and Taylor Berg-Kirkpatrick
[Long] Unsupervised Morphological Paradigm Completion  
Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya McCarthy and Katharina Kann
cclxix
21:00-22:00 Session 15B Semantics: Sentence Level-11
[Short] Controlled Crowdsourcing for High-Quality QA-SRL Annotation Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, Gabriel Stanovsky, Luke Zettlemoyer and Ido Dagan
[Long] Universal Decompositional Semantic Parsing  
Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang and Benjamin Van Durme
21:00-22:00 Session 15B Syntax: Tagging, Chunking and Parsing-6
[Long] Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches  
Tianze Shi and Lillian Lee
[Short] Revisiting Higher-Order Dependency Parsers  
Erick Fonseca and André F. T. Martins
[Long] SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling  
Luoxin Chen, Weitong Ruan, Xinyue Liu and Jianhua Lu
[Short] Treebank Embedding Vectors for Out-of-domain Dependency Parsing  
Joachim Wagner, James Barry and Jennifer Foster
cclxx
21:00-22:00 Session 15B Theme-6
[Long] Automated Evaluation of Writing – 50 Years and Counting Beata Beigman Klebanov and Nitin Madnani
[Short] Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly  
Nora Kassner and Hinrich Schütze
[Short] On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann and Desmond Elliott
[Short] Returning the  $N$  to NLP: Towards Contextually Personalized Classification Models  
Lucie Flek
[Long] The Unstoppable Rise of Computational Linguistics in Deep Learning  
James Henderson
[Long] To Boldly Query What No One Has Annotated Before? The Frontiers of Corpus Querying  
Markus Gartner and Kerstin Jung
[Long] To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz, Greg Burnham, Akash Bharadwaj, Owen Rambow, Jennifer ChuCarroll and Dave Ferrucci
[Long] Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations  
Saif M. Mohammad
cclxxi
21:00-22:00 Session 15B Student Research Workshop
[SRW] #NotAWhore! A Computational Linguistic Perspective of Rape Culture and Victimization on Social Media  
Ashima Suvarna and Grusha Bhalla
[SRW] Crossing the Line: Where do Demographic Variables Fit into Humor Detection?  
J. A. Meaney
[SRW] Effectively Aligning and Filtering Parallel Corpora under Sparse Data Conditions  
Steinbör Steingrímsson, Hrafn Loftsson and Andy Way
[SRW] Exploring the Role of Context to Distinguish Rhetorical and Information-Seeking Questions  
Yuan Zhuang and Ellen Riloff
[Demo] What's The Latest? A Question-driven News Chatbot Philippe Laban, John Canny and Marti A. Hearst
cclxxii