SlowGuess/ACL_2020_OCR huggingface dataset:
[Short] "None of the Above": Measure Uncertainty in Dialog Response Retrieval  
Yulan Feng, Shikib Mehri, Maxine Eskenazi and Tiancheng Zhao
[Long] A Generative Model for Joint Natural Language Understanding and Generation  
Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang and David Vandyke
[Long] Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills Eric Michael Smith, Mary Williamson, Kurt Shuster, Jason Weston and Y-Lan Boureau
[Long] Efficient Dialogue State Tracking by Selectively Overwriting Memory Sungdong Kim, Sohee Yang, Gyuwan Kim and Sang-Woo Lee
[Long] Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs  
Houyu Zhang, Zhenghao Liu, Chenyan Xiong and Zhiyuan Liu
[Long] Negative Training for Neural Dialogue Response Generation  
Tianxing He and James Glass
[Short] Recursive Template-based Frame Generation for Task Oriented Dialog Rashmi Gangadharaiah and Balakrishnan Narayanaswamy
[Long] Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback  
Ahmed Elgohary, saghar Hosseini and Ahmed Hassan Awadallah
[CL] The Design and Implementation of XiaoIce, an Empathetic Social Chatbot  
Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum
[Long] USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation  
Shikib Mehri and Maxine Eskenazi
[Long] Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking  
Giovanni Campagna, Agata Forsciarz, Mehrad Moradshahi and Monica Lam
CXV
17:00-18:00 Session 4A Machine Learning for NLP-1
[Long] Calibrating Structured Output Predictors for Natural Language Processing  
Abhyuday Jagannatha and hong yu
[Long] Active Imitation Learning with Noisy Guidance  
Kianté Brantley, Hal Daumé III and Amr Sharaf
[Short] ExpBERT: Representation Engineering with Natural Language Explanations  
Shikhar Murty, Pang Wei Koh and Percy Liang
[Short] GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples  
Danilo Croce, Giuseppe Castellucci and Roberto Basili
[Long] Generalizing Natural Language Analysis through Span-relation Representations  
Zhengbao Jiang, Wei Xu, Jun Araki and Graham Neubig
[Long] Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren
[Long] MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification  
Jiaao Chen, Zichao Yang and Diyi Yang
[Long] MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices  
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang and Denny Zhou
[Short] On Importance Sampling-Based Evaluation of Latent Language Models Robert L Logan IV, Matt Gardner and Sameer Singh
[Long] SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization  
Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao and Tuo Zhao
[Short] Stolen Probability: A Structural Weakness of Neural Language Models David Demeter, Gregory Kimmel and Doug Downey
cxvi
[Long] Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer
Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya and Alfio Gliozzo
[Short] To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Sinong Wang, Madian Khabsa and Hao Ma
[Short] Why Overfitting Isn't Always Bad: Retrofitting Cross-Linguual Word Embeddings to Dictionaries
Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul and Jordan Boyd-Graber
[Long] XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
Subhabrata Mukherjee and Ahmed Hassan Awadallah
17:00-18:00 Session 4A NLP Applications-3
[Long] A Girl Has A Name: Detecting Authorship Obfuscation
Asad Mahmood, Zubair Shafiq and Padmini Srinivasan
[Short] DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu and Jimmy Lin
[Short] Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks
Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay and Marco Antonio Sobrevilla Cabezudo
[Long] Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah Craighead, Andrew Caines, Paula Buttery and Helen Yannakoudakis
[Long] MMPE: A Multi-Modal Interface for Post-Editing Machine Translation
Nico Herbig, Tim Düwel, Santanu Pal, Kalliopi Meladaki, Mahsa Monshizadeh, Antonio Krüger and Josef van Genabith
[Long] SPECTER: Document-level Representation Learning using Citation-informed Transformers
Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey and Daniel Weld
[Long] Semantic Scaffolds for Pseudocode-to-Code Generation
Ruiqi Zhong, Mitchell Stern and Dan Klein
cxvii
17:00- 18:00 Session 4A Question Answering-3
[Short] Contextualized Sparse Representations for Real-Time Open-Domain Question Answering  
Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi and Jaewoo Kang
[Short] Dynamic Sampling Strategies for Multi-Task Reading Comprehension  
Ananth Gottumukkala, Dheeru Dua, Sameer Singh and Matt Gardner
17:00-18:00 Session 4A Semantics: Textual Inference and Other Areas of Semantics-1
[Long] Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction Samuel Broscheit, Kiril Gashteovski, Yanjie Wang and Rainer Gemulla
[TACL] Decomposing Generalization: Models of Generic, Habitual and Episodic Statements  
Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White
[Long] INFOTABS: Inference on Tables as Semi-structured Data  
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz and Vivek Srikumar
[TACL] Inherent Disagreements in Human Textual Inferences  
Ellie Pavlick, Tom Kwiatkowski
[Long] Interactive Machine Comprehension with Information Seeking Agents  
Xingdi Yuan, Jie Fu, Marc-Alexandre Côté, Yi Tay, Chris Pal and Adam Trischler
[Short] Syntactic Data Augmentation Increases Robustness to Inference Heuristics  
Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler and Tal Linzen
cxviii
17:00-18:00 Session 4A Speech and Multimodality-1
[TACL] Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies
Xi (Leslie) Chen, Sarah Ita Levitan, Michelle Levine, Marko Mandic, and Julia Hirschberg
[Short] Improved Speech Representations with Multi-Target Autoregressive Predictive Coding
Yu-An Chung and James Glass
[Long] Integrating Multimodal Information in Large Pretrained Transformers
Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency and Ehsan Hoque
[Long] MultiQT: Multimodal learning for real-time question tracking in speech
Jakob D. Havtorn, Jan Latko, Joakim Edin, Lars Maaløe, Lasse Borgholt, Lorenzo Belgrano, Nicolai Jacobsen, Regitze Sdun and Željko Agić
[Short] Multimodal and Multiresolution Speech Recognition with Transformers
Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare and Shiva Sundaram
[Long] Phone Features Improve Speech Translation
17:00-18:00 Session 4A Student Research Workshop
[SRW] Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling
Felix Hamborg
[SRW] Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder
Zheng Tang, Gus Hahn-Powell and Mihai Surdeanu
[SRW] Research Replication Prediction Using Weakly Supervised Learning
Tianyi Luo, Xingyu Li, Hainan Wang and Yang Liu
[SRW] Crossing the Line: Where do Demographic Variables Fit into Humor Detection?
J. A. Meaney
cxix
17:45-18:30 Demo Session 4B
[Demo] Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao and Kyusong Lee
[Demo] BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab  
Yonghao Jin, Fei Li and Hong Yu
[Demo] Stanza: A Python Natural Language Processing Toolkit for Many Human Languages  
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton and Christopher D. Manning
18:00-19:00 Session 4B Dialogue and Interactive Systems-8
[Long] Grounding Conversations with Improvised Dialogues  
Hyundong Cho and Jonathan May
[Long] Image-Chat: Engaging Grounded Conversations  
Kurt Shuster, Samuel Humeau, Antoine Bordes and Jason Weston
[Short] Learning an Unreferenced Metric for Online Dialogue Evaluation  
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton and Joelle Pineau
[Long] Neural Generation of Dialogue Response Timings Matthew Roddy and Naomi Harte
[Long] The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents  
Kurt Shuster, Da JU, Stephen Roller, Emily Dinan, Y-Lan Boureau and Jason Weston
18:00-19:00 Session 4B Generation-7
[Long] Automatic Poetry Generation from Prosaic Text
Tim Van de Cruys
[Long] Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation  
Chao Zhao, Marilyn Walker and Snigdha Chaturvedi
[Short] Enabling Language Models to Fill in the Blanks  
Chris Donahue, Mina Lee and Percy Liang
[Short] GPT-too: A Language-Model-First Approach for AMR-to-Text Generation  
Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan,  
Young-Suk Lee, Radu Florian and Salim Roukos
[Long] INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang, Yizhe Zhang, Oussama Elachqar and Yu Cheng
[Long] Improving Adversarial Text Generation by Modeling the Distant Future  
Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen and Lawrence Carin
[TACL] Leveraging Pre-trained Checkpoints for Sequence Generation Tasks  
Sascha Rothe, Shashi Narayan and Aliaksei Severyn
[Long] Neural Syntactic Preordering for Controlled Paraphrase Generation Tanya Goyal and Greg Durrett
[Short] Simple and Effective Retrieve-Edit-Rerank Text Generation  
Nabil Hossain, Marjan Ghazvininejad and Luke Zettlemoyer
cxxi
18:00- 19:00 Session 4B Language Grounding to Vision, Robotics and Beyond-1
[Long] BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie and Fei Sha
[Long] Cross-media Structured Common Space for Multimedia Event Extraction
Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji and Shih-Fu Chang
[Long] Learning to Segment Actions from Observation and Narration
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark and Aida Nematzadeh
[Long] Learning to execute instructions in a Minecraft dialogue
Prashant Jayannavar, Anjali Narayan-Chen and Julia Hockenmaier
[Long] MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara Berg and Mohit Bansal
[Short] What is Learned in Visually Grounded Neural Syntax Acquisition
Noriyuki Kojima, Hadar Averbuch-Elor, Alexander Rush and Yoav Artzi
18:00-19:00 Session 4B Machine Learning for NLP-2
[Long] A Batch Normalized Inference Network Keeps the KL Vanishing Away
Qile Zhu, Wei Bi, Xiaojiang Liu, Xiyao Ma, Xiaolin Li and Dapeng Wu
[Short] Contextual Embeddings: When Are They Worth It?
Simran Arora, Avner May, Jian Zhang and Christopher Ré
[TACL] Efficient Contextual Representation Learning With Continuous Outputs
Lianian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
[Long] Interactive Classification by Asking Informative Questions
Lili Yu, Howard Chen, Sida I. Wang, Tao Lei and Yoav Artzi
cxxii
[Long] Knowledge Graph Embedding Compression  
Mrinmaya Sachan
[Short] Low Resource Sequence Tagging using Sentence Reconstruction  
Tal Perl, Sriram Chaudhury and Raja Giryes
[Long] Masked Language Model Scoring  
Julian Salazar, Davis Liang, Toan Q. Nguyen and Katrin Kirchhoff
[Long] Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding  
Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He and Bowen Zhou
[TACL] Perturbation Based Learning for Structured NLP tasks with Application to Dependency Parsing  
Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart
[Short] Posterior Calibrated Training on Sentence Classification Tasks  
Taehee Jung, Dongyeop Kang, Hua Cheng, Lucas Mentch and Thomas Schaaf
[Long] Posterior Control of Blackbox Generation  
Xiang Lisa Li and Alexander Rush
[Short] Pretrained Transformers Improve Out-of-Distribution Robustness  
Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan and Dawn Song
[Long] Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones, Robin Jia, Aditi Raghunathan and Percy Liang
[Short] Showing Your Work Doesn't Always Work  
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu and Jimmy Lin
[Long] Span Selection Pre-training for Question Answering  
Michael Glass, Alfio Gliozzo, Rishav Chakravarti, Anthony Ferritto, Lin Pan, G P Shrivatsa Bhargav, Dinesh Garg and Avi Sil
[Short] Topological Sort for Sentence Ordering Shrimai Prabhumoye, Ruslan Salakhutdinov and Alan W Black
cxxiii
[Long] Weight Poisoning Attacks on Pretrained Models  
Keita Kurita, Paul Michel and Graham Neubig
[Long] schuBERT: Optimizing Elements of BERT  
Ashish Khetan and Zohar Karnin
18:00-19:00 Session 4B Machine Translation-5
[Long] BPE-Dropout: Simple and Effective Subword Regularization  
Ivan Provilkov, Dmitrii Emelianenko and Elena Voita
[Short] ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation  
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman and Kevin Gimpel
[Short] Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation  
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan First, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan and Yonghui Wu
[Long] Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing  
Haoming Jiang, Chen Liang, Chong Wang and Tuo Zhao
[Long] On The Evaluation of Machine Translation SystemsTrained With Back-Translation  
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato and Michael Auli
[CL] On the Linguistic Representational Power of Neural Machine Translation Models  
Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, Hassan Sajjad, James Glass
[Short] Simultaneous Translation Policies: From Fixed to Adaptive  
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu and Liang Huang
cxxiv
18:00-19:00 Session 4B Semantics: Lexical-2
[Long] Breaking Through the  $80\%$  Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information  
Michele Bevilacqua and Roberto Navigli
[Short] Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs  
Hong-You Chen, SZ-HAN YU and Shou-de Lin
[TACL] Learning Lexical Subspaces in a Distributional Vector Space  
Kushal Arora, Aishik Chakraborty, Jackie Chi Kit Cheung
[Long] Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders  
Terra Blevins and Luke Zettlemoyer
[Long] Multidirectional Associative Optimization of Function-Specific Word Representations  
Daniela Gerz, Ivan Vulić, Marek Rei, Roi Reichart and Anna Korhonen
[Short] Predicting Degrees of Technicality in Automatic Terminology Extraction  
Anna Hätty, Dominik Schlechtweg, Michael Dorna and Sabine Schulte im Walde
[Short] Verbal Multiword Expressions for Identification of Metaphor
Omid Rohanian, Marek Rei, Shiva Taslimipoor and Le An Ha
CXXV
18:00-19:00 Session 4B Summarization-3
[Short] Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization  
Sajad Sotudeh Gharebagh, Nazli Goharian and Ross Filice
[Long] On Faithfulness and Factuality in Abstractive Summarization  
Joshua Maynez, Shashi Narayan, Bernd Bohnet and Ryan McDonald
[Long] Screenplay Summarization Using Latent Narrative Structure  
Pinelopi Papalampidi, Frank Keller, Lea Frermann and Mirella Lapata
18:00-19:00 Session 4B Student Research Workshop
[SRW] A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples  
Zhao Meng and Roger Wattenhofer
[SRW] Effectively Aligning and Filtering Parallel Corpora under Sparse Data Conditions  
Steinpór Steingrímsson, Hrafn Loftsson and Andy Way
[SRW] Understanding Points of Correspondence between Sentences for Abstractive Summarization  
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang and Fei Liu
[SRW] Noise-Based Augmentation Techniques for Emotion Datasets: What do we Recommend?  
Mimansa Jaiswal and Emily Mower Provost
cxxvi
18:30-19:15 Demo Session 4C
[Demo] jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models
Yada Pruksachatkun, Phil Yeres, Haokun Liu, Jason Phang, Phu Mon Htut, Alex Wang, Ian Tenney and Samuel R. Bowman
[Demo] The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding
Xiaodong Liu, Yu Wang, Jianshu Ji, Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao and Jianfeng Gao
20:00-20:45 Demo Session 5A
[Demo] Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time Benjamin Nye, Ani Nenkova, Iain Marshall and Byron C. Wallace
[Demo] pyBART: Evidence-based Syntactic Transformations for IE
Aryeh Tiktinsky, Yoav Goldberg and Reut Tsarfaty
20:00-21:00 Session 5A Dialogue and Interactive Systems-9
[Long] Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs
Houyu Zhang, Zhenghao Liu, Chenyan Xiong and Zhiyuan Liu
[Short] Learning an Unreferenced Metric for Online Dialogue Evaluation
Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang, Ryan Lowe, William L. Hamilton and Joelle Pineau
[Long] Negative Training for Neural Dialogue Response Generation
[Short] Recursive Template-based Frame Generation for Task Oriented Dialog
Rashmi Gangadharaiah and Balakrishnan Narayanaswamy
cxxvii
[Long] Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback
Ahmed Elgohary, saghar Hosseini and Ahmed Hassan Awadallah
20:00-21:00 Session 5A Generation-8
[Long] Automatic Detection of Generated Text is Easiest when Humans are Fooled Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch and Douglas Eck
[Long] Automatic Poetry Generation from Prosaic Text
[Long] Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation
Chao Zhao, Marilyn Walker and Snigdha Chaturvedi
[Long] Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage
Ashish V. Thapliyal and Radu Soricut
[Short] Enabling Language Models to Fill in the Blanks
Chris Donahue, Mina Lee and Percy Liang
[Short] Few-Shot NLG with Pre-Trained Language Model
Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu and William Yang Wang
[Long] INSET: Sentence Infilling with INter-SENTential Transformer
Yichen Huang, Yizhe Zhang, Oussama Elachqar and Yu Cheng
[Long] Improved Natural Language Generation via Loss Truncation
Daniel Kang and Tatsunori Hashimoto
[Long] Improving Adversarial Text Generation by Modeling the Distant Future
Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin
Wang, Zheng Wen and Lawrence Carin
[Long] Learning to Update Natural Language Comments Based on Code Changes
Sheena Panthaplackel, Pengyu Nie, Milos Gligoric, Junyi Jessy Li and Raymond Mooney
cxxviii
[Long] Politeness Transfer: A Tag and Generate Approach
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig,
Yiming Yang, Ruslan Salakhutdinov, Alan W Black and Shrimai Prabhumoye
[Short] Reverse Engineering Configurations of Neural Text Generation Models
Yi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler and Andrew Tomkins
[Short] Simple and Effective Retrieve-Edit-Rerank Text Generation
Nabil Hossain, Marjan Ghazvininejad and Luke Zettlemoyer
20:00-21:00 Session 5A Information Retrieval and Text Mining-5
20:00-21:00 Session 5A Machine Learning for NLP-3
[Long] Calibrating Structured Output Predictors for Natural Language Processing
Abhyuday Jagannatha and hong yu
[Long] Active Imitation Learning with Noisy Guidance
Kianté Brantley, Hal Daumé III and Amr Sharaf
[Short] ExpBERT: Representation Engineering with Natural Language Explanations
Shikhar Murty, Pang Wei Koh and Percy Liang
[Short] GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples
Danilo Croce, Giuseppe Castellucci and Roberto Basili
[Long] Generalizing Natural Language Analysis through Span-relation Representations
Zhengbao Jiang, Wei Xu, Jun Araki and Graham Neubig
[Long] Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling
Ouyu Lan, Xiao Huang, Bill Yuchen Lin, He Jiang, Liyuan Liu and Xiang Ren
cxxix
[Long] MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Jiaao Chen, Zichao Yang and Diyi Yang
[Long] MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang and Denny Zhou
[Short] On Importance Sampling-Based Evaluation of Latent Language Models
Robert L Logan IV, Matt Gardner and Sameer Singh
[Long] SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization
Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao and Tuo Zhao
[Short] Stolen Probability: A Structural Weakness of Neural Language Models
David Demeter, Gregory Kimmel and Doug Downey
[Long] Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer
Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya and Alfio Gliozzo
[Short] To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Sinong Wang, Madian Khabsa and Hao Ma
[Short] Why Overfitting Isn't Always Bad: Retrofitting Cross-Linguual Word Embeddings to Dictionaries
Mozhi Zhang, Yoshinari Fujinuma, Michael J. Paul and Jordan Boyd-Graber
[Long] XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Subhabrata Mukherjee and Ahmed Hassan Awadallah
CXXX
20:00-21:00 Session 5A Machine Translation-6
[Short] ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation  
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman and Kevin Gimpel
[Short] Improving Non-autoregressive Neural Machine Translation with Monolingual Data  
Jiawei Zhou and Phillip Keung
[Short] Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Aditya Siddhant, Ankur Bapna, Yuan Cao, Orhan Firat, Mia Chen, Sneha Kudugunta, Naveen Arivazhagan and Yonghui Wu
[Long] Location Attention for Extrapolation to Longer Sequences  
Yann Dubois, Gautier Dagan, Dieuwke Hupkes and Elia Bruni
[Long] On The Evaluation of Machine Translation SystemsTrained With Back-Translation  
Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato and Michael Auli
[Short] Opportunistic Decoding with Timely Correction for Simultaneous Translation  
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu and Liang Huang
[Short] Simultaneous Translation Policies: From Fixed to Adaptive  
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu and Liang Huang
cxxxi
20:00-21:00 Session 5A Semantics: Textual Inference and Other Areas of Semantics-2
[Long] Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction Samuel Broscheit, Kiril Gashteovski, Yanjie Wang and Rainer Gemulla
[TACL] Decomposing Generalization: Models of Generic, Habitual and Episodic Statements  
Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White
[Long] INFOTABS: Inference on Tables as Semi-structured Data  
Vivek Gupta, Maitrey Mehta, Pegah Nokhiz and Vivek Srikumar
[TACL] Inherent Disagreements in Human Textual Inferences  
Ellie Pavlick, Tom Kwiatkowski
[Long] Interactive Machine Comprehension with Information Seeking Agents  
Xingdi Yuan, Jie Fu, Marc-Alexandre Côté, Yi Tay, Chris Pal and Adam Trischler
[Short] Syntactic Data Augmentation Increases Robustness to Inference Heuristics  
Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler and Tal Linzen
20:00-21:00 Session 5A Speech and Multimodality-2