Posters

  • #1 Importance of the Single-Span Task Formulation to Extractive Question-Answering [abstract] [poster] [video]
    Marie-Anne Xu, Rahul Khanna

  • #2 Simulated Multiple Reference Training Improves Low-Resource Machine Translation [paper] [poster] [video]
    Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn

  • #3 Contextual Datetime Language Model Adaptation for Speech Recognition [abstract] [poster] [video]
    Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Andreas Stolcke

  • #4 Large-scale Resource-efficient Models for Task-oriented Dialog with Augmentation and Distillation [abstract] [poster] [video]
    Haoda Chu, Subhabrata Mukherjee, Minwoo Jeong, Ahmed Awadallah, Ming Wu

  • #6 Bias Aware Training [abstract] [poster] [video]
    Huiting Liu, Peter Grasch, Sachin Agarwal

  • #7 Generating Natural Questions from Images for Multimodal Assistant [abstract] [poster] [video]
    Alkeshkumar Patel, Akanksha Bindal, Hadas Kotak, Christopher Klein, Jason Williams

  • #8 NLPStatTest: A Toolkit for Comparing NLP System Performance [abstract] [poster] [video]
    Haotian Zhu, Denise Mak, Jesse Gioannini, Fei Xia

  • #10 Multilingual Punctuation restoration using joint modeling transformer technique [abstract] [poster] [video]
    Varnith Chordia

  • #11 Streaming Models for Joint Speech Recognition and Translation [abstract] [poster] [video]
    Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers

  • #12 Consistent Transcription and Translation of Speech [paper] [poster] [video]
    Matthias Sperber, Hendra Setiawan, Christian Gollan, Udhyakumar Nallasamy, Matthias Paulik

  • #13 Student Forcing Knowledge Distillation [abstract] [poster] [video]
    Yi-Hsiu Liao, Udhyakumar Nallasamy

  • #14 Small Data FAQ Retrieval [abstract] [poster] [video]
    Kathleen Preddy, Michael Baxter

  • #15 Unsupervised Multilingual Alignment using Wasserstein Barycenter [paper] [poster] [video]
    Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yaoliang Yu

  • #16 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm [abstract] [poster] [video]
    Alicia Tsai, Laurent El Ghaoui

  • #17 Improving Slot Filling Reliability in a Commercial Spoken Personal Assistant [abstract] [poster] [video]
    Eric Gu, Jean-Philippe Fauconnier, Deepanshu Gupta, Siddharth Patwardhan

  • #18 Improved Word Alignments via Shifted Alignment Training [abstract] [poster] [video]
    Sarthak Garg, Stephan Peitz, Yi-Hsiu Liao, Ilya Chatsviorkin, Udhyakumar Nallasamy

  • #19 Semantic Complexity in End-to-End Spoken Language Understanding [paper] [poster] [video]
    Samridhi Choudhary

  • #20 Multi-Variant Arabic Language Model for Keyboard Input [abstract] [poster] [video]
    Hala Almaghout, Jerome Bellegarda, Brent Ramerth, Giulia Pagallo

  • #22 Revisiting Evaluation of Knowledge Base Completion Models [paper] [poster] [video]
    Pouya Pezeshkpour, Yifan Tian, Sameer Singh

  • #23 Constraint-Based Data Collection for Evaluating Model Robustness [abstract] [poster] [video]
    Stefan Larson, Anthony Zheng, Anish Mahendran, Rishi Tekriwal, Adrian Cheung, Eric Guldan, Kevin Leach, Jonathan Kummerfeld

  • #24 Let's Go Camping: Development of a Novel Corpus of Negotiation Dialogues for Building Automatically Negotiating Agents [abstract] [poster] [video]
    Kushal Chawla, Jaysa Ramirez, Rene Clever, Gale Lucas, Jonathan Gratch

  • #25 Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders [paper] [poster] [video]
    Terra Blevins, Luke Zettlemoyer

  • #26 ETC: Encoding Long and Structured Inputs in Transformers [paper] [poster] [video]
    Joshua Ainslie, Santiago Ontanon, Chris Alberti, Vaclav Cvicek, Zach Fisher, Philip Pham, Anirudh Ravula, Sumit Sanghai, Qifan Wang, Li Yang

  • #27 On the Evaluation of Machine Translation n-best Lists [paper] [poster] [video]
    Jacob Bremerman, Huda Khayrallah, Douglas Oard, Matt Post

  • #28 They, Them, Theirs: Rewriting with Gender-neutral English [abstract] [poster] [video]
    Tony Sun, Kellie Webster, William Yang Wang, Melvin Johnson

  • #29 AUTOPROMPT: Eliciting Knowledge from Language Models with Automatically Generated Prompts [abstract] [poster] [video]
    Taylor Shin, Yasaman Razeghi, Robert Logan, Eric Wallace, Sameer Singh

  • #31 Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker [abstract] [poster] [video]
    Amol Kelkar, Rohan Relan, Vaishali Bhardwaj, Saurabh Vaichal, Peter Relan

  • #33 Entity Resolution by Clustering Contextualized Mention Embeddings [abstract] [poster] [video]
    Robert Logan, Daniel Bikel

  • #34 Are Some Words Worth More than Others? [abstract] [poster] [video]
    Shiran Dudy, Steven Bedrick

  • #35 Automatic Extraction of Syntagmatic Relations for Word Sense Disambiguation [abstract] [poster] [video]
    Alex Dodge

  • #36 Multilingual Named Entity Recognition in Tweets using Wikidata [abstract] [poster] [video]
    Ramy Eskander, Peter Martigny, Shubhanshu Mishra

  • #37 LDA in the Wild: How Practitioners Develop Topic Models [abstract] [poster] [video]
    Theo Bayard de Volo, Alfredo Gomez, Tatsuki Kuze, Alexandra Schofield

  • #38 Semantic Approach to Agent Routing Using a Hybrid Attribute-based Recommender System [abstract] [poster] [video]
    Anwitha Paruchuri, Anshuma Chandak

  • #39 Self-Training for End-to-End Speech Translation [paper] [poster] [video]
    Juan Pino, Qiantong Xu, Xutai Ma, Javad Dousti, Yun Tang

  • #40 Iterative Graph Traversal and Ranking for Question Answering [abstract] [poster] [video]
    Madhulima Pandey, Zhen Tan, Manasi Joglekar, Manish Pandey

  • #41 Two Three-stage Methods for Extreme Multi-label Classification [abstract] [poster] [video]
    Yao Xuan, Anna Sun, Xing Zhou, Aashu Singh, Justin Zhang, Annie Liu

  • #42 Hierarchical Multi-label Classification using label embedding [abstract] [poster] [video]
    Aashu Bishvnath Singh, Qiaoying Huang, Annie Liu

  • #43 RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models [paper] [poster] [video]
    Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith

  • #44 Representing Numbers in Language Models [abstract] [poster] [video]
    Avijit Thawani, Jay Pujara, Filip Ilievski, Pedro Szekely

  • #46 MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics [abstract] [poster] [video]
    Anthony Chen, Gabriel Stanovsky, Sameer Singh, Matt Gardner

  • #47 Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data [paper] [poster] [video]
    Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White

  • #48 Gradient-based Analysis of NLP Models is Manipulable [paper] [poster] [video]
    Junlin Wang, Jens Tuyls, Eric Wallace, Sameer Singh

  • #49 InDiE: Generation of complex database queries and API calls from natural language utterances [abstract] [poster] [video]
    Amol Kelkar, Nachiketa Rajpurohit, Utkarsh Mittal, Peter Relan

  • #50 Improving Social Media Information Extraction using Multitask Multidataset Learning [abstract] [poster] [video]
    Shubhanshu Mishra

  • #51 Finding Newness: Leveraging Memory Networks to Detect Document Novelty [abstract] [poster] [video]
    Tirthankar Ghosal, Vignesh Edithal, Asif Ekbal

  • #52 Leveraging Multi-Premise Inference for Document-Level Novelty Detection [abstract] [poster] [video]
    Tirthankar Ghosal, Tameesh Biswas, Asif Ekbal

  • #53 Tweeki: Linking Named Entities on Twitter to a Knowledge Graph [abstract] [poster] [video]
    Bahareh Harandizadeh, Sameer Singh

  • #56 Neural Databases [abstract] [poster] [video]
    James Thorne, Majid Yazdani, Marzieh Saeidi, Sebastian Riedel, Alon Halevy

  • #57 PHOTON: A Robust Cross-Domain Text-to-SQL System [paper] [poster] [video]
    Victoria Lin, Jichuan Zeng, Caiming Xiong, Richard Socher, Steven Hoi

  • #58 Democratizing Conversational AI: A Human-Machine Collaborative Approach to Mixed-Initiative AI Chatbots [abstract] [poster] [video]
    Michelle Zhou, Huahai Yang, Wenxi Chen, Vi Tu

  • #60 Social Bias Frames: Reasoning about Social and Power Implications of Language [paper] [poster] [video]
    Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah Smith, Yejin Choi

  • #61 Self-Training for Compositional Neural NLG [abstract] [poster] [video]
    Xintong Li, Michael White

  • #62 Understanding Psycho-Linguistic Dimensions of Phishing Using Large-Scale Language Models [abstract] [poster] [video]
    Kayla Duskin, Svitlana Volkova

  • #63 Generative Models for Understanding Linguistic and Stylistic Properties of Deception [abstract] [poster] [video]
    Emily Saldanha, Svitlana Volkova

  • #65 Evaluating the Robustness of Neural Deception Detection Models against Linguistic Adversarial Attacks [abstract] [poster] [video]
    Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova

  • #66 Analyzing the Robustness of Neural Linguistic Deception Detection across Domains, Modalities, and Languages [abstract] [poster] [video]
    Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova, Maria Glenski