WeCNLP
Proudly Supported By
Schedule
Posters and Sponsors

Apple
Join us. Be you.
Amazon
Join us! Serve millions of customers worldwide through cutting edge AI Research!

Facebook Inc


Importance of the Single-Span Task Formulation to Extractive Question-Answering
Marie-Anne Xu (Crystal Springs Uplands School)*; Rahul Khanna (University of Southern California)

Contextual Datetime Language Model Adaptation for Speech Recognition
Richard Diehl Martinez (Amazon)*; Scott Novotney (Amazon); Ivan Bulyko (Amazon); Andreas Stolcke (Amazon)

Bias Aware Training
Huiting Liu (Apple Inc.)*; Peter Grasch (Apple Inc.); Sachin Agarwal (Apple)

NLPStatTest: A Toolkit for Comparing NLP System Performance
Haotian Zhu (University of Washington)*; Denise P Mak (University of Washington ); Jesse A Gioannini (University of Washington); Fei Xia (University of Washington)

Streaming Models for Joint Speech Recognition and Translation
Orion Weller (Apple)*; Matthias Sperber (Apple); Christian Gollan (Apple); Joris Kluivers (Apple)

Consistent Transcription and Translation of Speech
Matthias Sperber (Apple)*; Hendra Setiawan (Apple); Christian Gollan (Apple); Udhyakumar Nallasamy (Apple); Matthias Paulik (Apple)

Unsupervised Multilingual Alignment using Wasserstein Barycenter
Xin Lian (University of Waterloo); Kshitij Jain (Amazon)*; Jakub Truszkowski (Borealis AI); Pascal Poupart (University of Waterloo); Yaoliang Yu (University of Waterloo)

Improving Slot Filling Reliability in a Commercial Spoken Personal Assistant
Eric Gu (Apple Inc. ); Deepanshu Gupta (Apple Inc. ); Jean-Philippe Fauconnier (Apple Inc. )*; Sid Patwardhan (Apple Inc. )

Improved Word Alignments via Shifted Alignment Training
Sarthak Garg (Apple Inc.)*; Stephan Peitz (Apple Inc.); Yi-Hsiu Liao (Apple); Ilya Chatsviorkin (Apple Inc.); Udhyakumar Nallasamy (Apple)

Revisiting Evaluation of Knowledge Base Completion Models
Pouya Pezeshkpour (UCI)*; Yifan Tian (UCI); Sameer Singh (University of California, Irvine)

Let's Go Camping: Development of a Novel Corpus of Negotiation Dialogues for Building Automatically Negotiating Agents
Kushal Chawla (University of Southern California)*; Jaysa Ramirez (Rollins College); Rene Clever (CUNY Lehman College); Gale Lucas (University of Southern California); Jonathan Gratch (Institute for Creative Technologies)

ETC: Encoding Long and Structured Inputs in Transformers
Joshua T Ainslie (Google LLC)*; Santiago Ontanon (Google LLC); Chris Alberti (Google); Vaclav Cvicek (Google LLC); Zach Fisher (Google LLC); Philip M Pham (Google Research); Anirudh Ravula (Google); Sumit Sanghai (Google LLC); Qifan Wang (Google Research); Li Yang (Google Research)

AUTOPROMPT: Eliciting Knowledge from Language Models with Automatically Generated Prompts
Taylor Shin (University of California Irvine); Yasaman Razeghi (University of California Irvine)*; Robert L Logan (UC Irvine); Eric Wallace (U.C. Berkeley); Sameer Singh (University of California, Irvine)

Entity Resolution by Clustering Contextualized Mention Embeddings
Robert L Logan (UC Irvine)*; Daniel Bikel (Google Research)

Automatic Extraction of Syntagmatic Relations for Word Sense Disambiguation
Alex Dodge (SDSU)*

LDA in the Wild: How Practitioners Develop Topic Models
Theo Bayard de Volo (Pitzer College); Alfredo Gomez (Harvey Mudd College); Tatsuki Kuze (Harvey Mudd College); Alexandra K Schofield (Harvey Mudd College)*

Self-Training for End-to-End Speech Translation
Juan Miguel Pino (Facebook)*; Qiantong Xu (Facebook AI Research); Xutai Ma (Johns Hopkins University); Javad Dousti (Facebook); Yun Tang (Facebook)

Two Three-stage Methods for Extreme Multi-label Classification
Yao Xuan (University of California, Santa Barbara/Facebook)*; Anna Sun (Facebook); Xing Zhou (Facebook); Aashu Singh (Facebook); Justin Zhang (Facebook); Annie Liu (Facebook)

Hierarchical Multi-label Classification using label embedding
Aashu Bishvnath Singh (Facebook)*; Qiaoying Huang (Rutgers University); Annie Liu (Facebook)

MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics
Anthony Chen (University of California, Irvine)*; Gabriel Stanovsky (Allen Institute for AI); Sameer Singh (University of California, Irvine); Matt Gardner (AI2)

Gradient-based Analysis of NLP Models is Manipulable
Junlin Wang (UCI)*; Jens Tuyls (UC Irvine); Sameer Singh (University of California, Irvine); Eric Wallace (U.C. Berkeley)

Finding Newness: Leveraging Memory Networks to Detect Document Novelty
Tirthankar Ghosal (IIT Patna)*; Vignesh Edithal (IIT Patna); Asif Ekbal (IIT Patna)

Leveraging Multi-Premise Inference for Document-Level Novelty Detection
Tirthankar Ghosal (IIT Patna)*; Tameesh Biswas (IIT Patna); Asif Ekbal (IIT Patna)

Tweeki: Linking Named Entities on Twitter to a Knowledge Graph
Bahareh Harandizadeh (University of California, Irvine)*; Sameer Singh (University of California, Irvine)

Understanding Psycho-Linguistic Dimensions of Phishing Using Large-Scale Language Models
Kayla Duskin (PNNL)*; Svitlana Volkova (Pacific Northwest National Laboratory)

Generative Models for Understanding Linguistic and Stylistic Properties of Deception
Emily G Saldanha (Pacific Northwest National Laboratory)*; Svitlana Volkova (Pacific Northwest National Laboratory)

Evaluating the Robustness of Neural Deception Detection Models against Linguistic Adversarial Attacks
Maria Glenski (Pacific Northwest National Laboratory)*; Ellyn Ayton (Pacific Northwest National Laboratory); Robin Cosbey (Pacific Northwest National Laboratory); Dustin Arendt (Pacific Northwest National Laboratory); Svitlana Volkova (Pacific Northwest National Laboratory)

Analyzing the Robustness of Neural Linguistic Deception Detection across Domains, Modalities, and Languages
Ellyn M Ayton (Pacific Northwest National Laboratory)*; Robin Cosbey (Western Washington University); Dustin Arendt (Pacific Northwest National Laboratory); Svitlana Volkova (Pacific Northwest National Laboratory); Maria Glenski (Pacific Northwest National Laboratory)

They, Them, Theirs: Rewriting with Gender-neutral English
Tony Sun (UC Santa Barbara)*; Kellie Webster (Google); William Yang Wang (UC Santa Barbara); Melvin Johnson (Google)

Large-scale Resource-efficient Models for Task-oriented Dialog with Augmentation and Distillation
Haoda Chu (Microsoft)*; Subhabrata Mukherjee (Microsoft Research); Minwoo Jeong (Microsoft); Ahmed Awadallah (Microsoft); Ming Wu (Microsoft)

Generating Natural Questions from Images for Multimodal Assistant
Alkeshkumar M Patel (Apple Inc.)*; Akanksha Bindal (Apple Inc.); Hadas Kotak (Apple Inc.); Christopher Klein (Apple Inc.); Jason Williams (Apple)

Multilingual Punctuation restoration using joint modeling transformer technique
Varnith Chordia (Palo Alto Research Center)*

Student Forcing Knowledge Distillation
Yi-Hsiu Liao (Apple)*; Udhyakumar Nallasamy (Apple)

Small Data FAQ Retrieval
Kathleen A Preddy (AllyO)*; Michael Baxter (AllyO)

Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
Alicia Y. Tsai (University of California, Berkeley)*; Laurent El Ghaoui (UC Berkeley)

Semantic Complexity in End-to-End Spoken Language Understanding
Samridhi S Choudhary (Amazon)*

Multi-Variant Arabic Language Model for Keyboard Input
Hala Almaghout (Apple)*; Jerome Bellegarda (Apple Inc.); BRENT RAMERTH (APPLE); Giulia Pagallo (Apple)

Constraint-Based Data Collection for Evaluating Model Robustness
Stefan Larson (unaffiliated)*; Anthony Zheng (University of Michigan); Anish Mahendran (University of Michigan); Rishi Tekriwal (University of Michigan); Adrian Cheung (Clinc, Inc.); Eric Guldan (University of Michigan); Kevin Leach (University of Michigan); Jonathan K Kummerfeld (University of Michigan)

Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders
Terra Blevins (University of Washington; Facebook AI)*; Luke Zettlemoyer (University of Washington)

On the Evaluation of Machine Translation n-best Lists
Jacob Bremerman (University of Maryland)*; Huda Khayrallah (Johns Hopkins University); Douglas Oard (University of Maryland); Matt Post (Johns Hopkins University)

Bertrand-DR: Improving Text-to-SQL using a Discriminative Re-ranker
Amol Kelkar (Got It, Inc)*; Rohan Relan (Got It, Inc); Vaishali Bhardwaj (Got It, Inc); Saurabh Vaichal (Got It, Inc); Peter Relan (Got It, Inc)

Are Some Words Worth More than Others?
Shiran Dudy (OHSU)*; Steven Bedrick (OHSU)

Multilingual Named Entity Recognition in Tweets using Wikidata
Ramy Eskander (Columbia University); Peter Martigny (Twitter); SHUBHANSHU MISHRA (Twitter Inc.)*

SEMANTIC APPROACH TO AGENT ROUTING USING A HYBRID ATTRIBUTE-BASED RECOMMENDER SYSTEM
Anwitha Paruchuri (Accenture)*; Anshuma Chandak (Accenture)

Iterative Graph Traversal and Ranking for Question Answering
Madhulima Pandey (Sparrow Labs, Stanford University)*; Zhen Tan (Carnegie Mellon University); Manasi Joglekar (Carnegie Mellon University); Manish Pandey (Carnegie Mellon University)

RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
Samuel I Gehman (University of Washington)*; Suchin Gururangan (Allen Institute for Artificial Intelligence); Maarten Sap (University of Washington); Yejin Choi (University of Washington); Noah A Smith (University of Washington and Allen Institute for AI)

Representing Numbers in Language Models
Avijit Thawani (University of Southern California)*; Jay Pujara (University of Southern California); Pedro Szekely (USC/ISI)

Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data
Ankit Arun (Facebook); Soumya Batra (Facebook); Vikas Bhardwaj (Facebook); Ashwini Challa (Facebook); Pinar Donmez (Facebook); Peyman Heidari (Facebook)*; Hakan Inan (Facebook); Shashank Jain (Facebook); Anuj Kumar (Facebook Conversational AI); Shawn Mei (Facebook); Karthik Mohan (Facebook); Michael White (Ohio State University)

InDiE: Generation of complex database queries and API calls from natural language utterances
Amol Kelkar (Got It, Inc)*; Nachiketa Rajpurohit (Got It, Inc); Utkarsh Mittal (Got It, Inc); Peter Relan (Got It, Inc)

Improving Social Media Information Extraction using Multitask Multidataset Learning
SHUBHANSHU MISHRA (Twitter Inc.)*

Neural Databases
James Thorne (University of Cambridge)*; Majid Yazdani (Facebook); Marzieh Saeidi (Facebook); Sebastian Riedel (); Alon Y Halevy (Facebook)

PHOTON: A Robust Cross-Domain Text-to-SQL System
Victoria Lin (Salesforce)*; Jichuan Zeng (The Chinese University of Hong Kong); Caiming Xiong (Salesforce Research); Richard Socher (Salesforce); Steven Hoi (Salesforce)

Democratizing Conversational AI: A Human-Machine Collaborative Approach to Mixed-Initiative AI Chatbots
Michelle X Zhou (Juji)*; Huahai Yang (Juji, Inc.); Wenxi Chen (Juji, Inc.); Vi Tu (Juji, Inc.)

Self-Training for Compositional Neural NLG
Xintong Li (The Ohio State University)*; Michael White (Ohio State University)

Simulated Multiple Reference Training Improves Low-Resource Machine Translation
Huda Khayrallah (Johns Hopkins University)*; Brian Thompson (Johns Hopkins University); Matt Post (Johns Hopkins University); Philipp Koehn (Johns Hopkins University)

Social Bias Frames: Reasoning about Social and Power Implications of Language
Maarten Sap (University of Washington)*; Saadia Gabriel (University of Washington); Lianhui Qin (University of Washington); Dan Jurafsky (Stanford University); Noah A Smith (University of Washington and Allen Institute for AI); Yejin Choi (University of Washington)