NAACL 2022

1,057 papers

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics

Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai

On the Machine Learning of Ethical Judgments from Natural Language

Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell

Learning Dialogue Representations from Consecutive Utterances

Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma

Long-term Control for Dialogue Generation: Methods and Evaluation

Ramya Ramakrishnan, Hashan Narangodage, Mauro Schilman, Kilian Weinberger, Ryan Mcdonald

On the Use of External Data for Spoken Named Entity Recognition

Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu Han

Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification

Xiaolei Huang

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie

Analyzing Modality Robustness in Multimodal Sentiment Analysis

Devamanyu Hazarika, Yingting Li, Bo Cheng, Shuai Zhao, Roger Zimmermann

Meta Learning for Natural Language Processing: A Survey

Hung-yi Lee, Shang-Wen Li, Thang Vu

EmRel: Joint Representation of Entities and Embedded Relations for Multi-triple Extraction

Benfeng Xu, Quan Wang, Yajuan Lyu, Yabing Shi, Yong Zhu

Reframing Human-AI Collaboration for Generating Free-Text Explanations

Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark Riedl, Yejin Choi

User-Centric Gender Rewriting

Bashar Alhafni, Nizar Habash, Houda Bouamor

Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework

Minghao Zhu, Junli Wang, Chungang Yan

Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan

A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction

Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu

Machine-in-the-Loop Rewriting for Creative Image Captioning

Vishakh Padmakumar, He He

Disentangled Action Recognition with Knowledge Bases

Zhekun Luo, Shalini Ghosh, Devin Guillory, Keizo Kato, Trevor Darrell

Cross-document Misinformation Detection based on Event Graph Reasoning

Xueqing Wu, Kung-Hsiang Huang, Yi Fung, Heng Ji

Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization

Haode Zhang, Haowen Liang, Yuwei Zhang, Liming Zhan, Xiaolei Lu

Explaining Why: How Instructions and User Interfaces Impact Annotator Rationales When Labeling Text Data

Jamar Sullivan Jr., Will Brackenbury, Andrew McNutt, Kevin Bryson, Kwam Byll

On the Robustness of Reading Comprehension Models to Entity Renaming

Jun Yan, Yang Xiao, Sagnik Mukherjee, Bill Yuchen Lin, Robin Jia

Automatic Correction of Human Translations

Jessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero

An Exploration of Post-Editing Effectiveness in Text Summarization

Vivian Lai, Alison Smith-Renner, Ke ZHANG, Ruijia Cheng, Wenjuan Zhang

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer

Sharan Narasimhan, Suvodip Dey, Maunendra Desarkar

Mapping the Design Space of Human-AI Interaction in Text Summarization

Ruijia Cheng, Alison Smith-Renner, Ke ZHANG, Joel Tetreault, Alejandro Jaimes-Larrarte

On Synthetic Data for Back Translation

Jiahao Xu, Yubin Ruan, Wei Bi, Guoping Huang, Shuming Shi

Diversifying Neural Dialogue Generation via Negative Distillation

Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li

Ask Me Anything in Your Native Language

Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh

User-Driven Research of Medical Note Generation Software

Tom Knoll, Francesco Moramarco, Alex Papadopoulos Korfiatis, Rachel Young, Claudia Ruffini

Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding

Hao Huang, Xiubo Geng, Guodong Long, Daxin Jiang

The Why and The How: A Survey on Natural Language Interaction in Visualization

Henrik Voigt, Özge Alaçam, Monique Meuschke, Kai Lawonn, Sina Zarrieß

Empathic Machines: Using Intermediate Features as Levers to Emulate Emotions in Text-To-Speech Systems

Saiteja Kosgi, Sarath Sivaprasad, Niranjan Pedanekar, Anil Nelakanti, Vineet Gandhi

TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation

Sajad Sotudeh, Nazli Goharian

Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications

Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daume III, Kaheer Suleman

SwahBERT: Language Model of Swahili

Gati Martin, Medard Edmund Mswahili, Young-Seob Jeong, Jiyoung Woo

Towards Process-Oriented, Modular, and Versatile Question Generation that Meets Educational Needs

Xu Wang, Simin Fan, Jessica Houghton, Lu Wang

Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds

Yu Zhang, Yu Meng, Xuan Wang, Sheng wang, Jiawei Han

A Robustly Optimized BMRC for Aspect Sentiment Triplet Extraction

Shu Liu, Kaiwen Li, Zuhe Li

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar

Cooperative Self-training of Machine Reading Comprehension

Hongyin Luo, Shang-Wen Li, Mingye Gao, Seunghak Yu, James Glass

Political Ideology and Polarization: A Multi-dimensional Approach

Barea Sinno, Bernardo Oviedo, Katherine Atwell, Malihe Alikhani, Junyi Jessy Li

CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data

Rui Feng, Chen Luo, Qingyu Yin, Bing Yin, Tuo Zhao

Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation

Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden

Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring?

Zijie Zeng, Xinyu Li, Dragan Gasevic, Guanliang Chen

Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks

Paul Röttger, Bertie Vidgen, Dirk Hovy, Janet Pierrehumbert

SUBS: Subtree Substitution for Compositional Semantic Parsing

Jingfeng Yang, Le Zhang, Diyi Yang

Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia

Samee Ibraheem, Gaoyue Zhou, John DeNero

NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge

Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng

Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks

Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, Preslav Nakov

Enhancing Self-Attention with Knowledge-Assisted Attention Maps

Jiangang Bai, Yujing Wang, Hong Sun, Ruonan Wu, Tianmeng Yang

LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification

S. K. Hong, Tae Young Jang

Semantic Diversity in Dialogue with Natural Language Inference

Katherine Stasaski, Marti Hearst

ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction

Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu

What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research

Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke

Language Model Augmented Monotonic Attention for Simultaneous Translation

Sathish Reddy Indurthi, Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim

Learning Natural Language Generation with Truncated Reinforcement Learning

Alice Martin, Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub

Social Norms Guide Reference Resolution

Mitchell Abrams, Matthias Scheutz