NAACL 2022

1,057 papers

PerKGQA: Question Answering over Personalized Knowledge Graphs

Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah, Dan Roth, Carolyn Rose

Aligning Generative Language Models with Human Values

Ruibo Liu, Ge Zhang, Xinyu Feng, Soroush Vosoughi

Opportunities for Human-centered Evaluation of Machine Translation Systems

Daniel Liebling, Katherine Heller, Samantha Robertson, Wesley Deng

FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models

Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu

Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription

Nikolai Vogler, Jonathan Allen, Matthew Miller, Taylor Berg-Kirkpatrick

SemAttack: Natural Textual Attacks via Different Semantic Spaces

Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua

Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge

Yue Feng, Zhen Han, Mingming Sun, Ping Li

How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer

Iman Jundi, Gabriella Lapesa

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning

Mihir Parmar, Swaroop Mishra, Mirali Purohit, Man Luo, Murad Mohammad

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation

Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs’ka, Wenhao Liu, Caiming Xiong

Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks

Zhao Meng, Yihan Dong, Mrinmaya Sachan, Roger Wattenhofer

An Item Response Theory Framework for Persuasion

Anastassia Kornilova, Vladimir Eidelman, Daniel Douglass

MultiVerS: Improving scientific claim verification with weak supervision and full-document context

David Wadden, Kyle Lo, Lucy Lu Wang, Arman Cohan, Iz Beltagy

SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models

Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin

Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information

Bowen Yang, Cong Han, Yu Li, Lei Zuo, Zhou Yu

PromptGen: Automatically Generate Prompts using Generative Models

Yue Zhang, Hongliang Fei, Dingcheng Li, Ping Li

Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context

Daniel Spokoyny, Ivan Lee, Zhao Jin, Taylor Berg-Kirkpatrick

PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking

Mubashara Akhtar, Oana Cocarascu, Elena Simperl

Identifying Corporate Credit Risk Sentiments from Financial News

Noujoud Ahbali, Xinyuan Liu, Albert Nanda, Jamie Stark, Ashit Talukder

Q2R: A Query-to-Resolution System for Natural-Language Queries

Shiau Hong Lim, Laura Wynter

BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations

Md Tahmid Rahman Laskar, Cheng Chen, Aliaksandr Martsinovich, Jonathan Johnston, Xue-yong Fu

Fast and Light-Weight Answer Text Retrieval in Dialogue Systems

Hui Wan, Siva Sankalp Patel, J William Murdock, Saloni Potdar, Sachindra Joshi

Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI

Pragaash Ponnusamy, Clint Solomon Mathialagan, Gustavo Aguilar, Chengyuan Ma, Chenlei Guo

Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System

Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen

AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry

Yannis Katsis, Saneem Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim

Knowledge Extraction From Texts Based on Wikidata

Anastasia Shimorina, Johannes Heinecke, Frederic Herledan

Fast Bilingual Grapheme-To-Phoneme Conversion

Hwa-Yeon Kim, Jong-Hwan Kim, Jae-Min Kim

Constraint-based Multi-hop Question Answering with Knowledge Graph

Sayantan Mitra, Roshni Ramnani, Shubhashis Sengupta

Adversarial Text Normalization

Joanna Bitton, Maya Pavlova, Ivan Evtimov

Developing a Production System for Purpose of Call Detection in Business Phone Conversations

Elena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Simon Corston-Oliver

CTM - A Model for Large-Scale Multi-View Tweet Topic Classification

Vivek Kulkarni, Kenny Leung, Aria Haghighi

What Do Users Care About? Detecting Actionable Insights from User Feedback

Kasturi Bhattacharjee, Rashmi Gangadharaiah, Kathleen McKeown, Dan Roth

NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension

Anubhav Shrimal, Avi Jain, Kartik Mehta, Promod Yenigalla

Lightweight Transformers for Conversational AI

Daniel Pressel, Wenshuo Liu, Michael Johnston, Minhua Chen

ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking

Tom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos, Andrea Pierleoni

Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining

Minhua Chen, Badrinath Jayakumar, Michael Johnston, S. Eman Mahmoodi, Daniel Pressel

Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots

Alexandre Arnold, Fares Ernez, Catherine Kobus, Marion-Cécile Martin

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler

Retrieval Based Response Letter Generation For a Customer Care Setting

Biplob Biswas, Renhao Cui, Rajiv Ramnath

Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores

Ashutosh Joshi, Shankar Vishwanath, Choon Teo, Vaclav Petricek, Vishy Vishwanathan

Asynchronous Convergence in Multi-Task Learning via Knowledge Distillation from Converged Tasks

Weiyi Lu, Sunny Rajagopalan, Priyanka Nigam, Jaspreet Singh, Xiaodi Sun

FPI: Failure Point Isolation in Large-scale Conversational Assistants

Rinat Khaziev, Usman Shahid, Tobias Röding, Rakesh Chada, Emir Kapanci

Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports

Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres

Constraining word alignments with posterior regularization for label transfer

Kevin Jose, Thomas Gueudre

CULG: Commercial Universal Language Generation

Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang

Local-to-global learning for iterative training of production SLU models on new features

Yulia Grishina, Daniil Sorokin

Distantly Supervised Aspect Clustering And Naming For E-Commerce Reviews

Prateek Sircar, Aniket Chakrabarti, Deepak Gupta, Anirban Majumdar

Efficient Semi-supervised Consistency Training for Natural Language Understanding

George Leung, Joshua Tan

Self-supervised Product Title Rewrite for Product Listing Ads

Xue Zhao, Dayiheng Liu, Junwei Ding, Liang Yao, Mahone Yan

Aspect-based Analysis of Advertising Appeals for Search Engine Advertising

Soichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura

Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model

Gongzheng Li, Yadong Xi, Jingzhen Ding, Duan Wang, Ziyang Luo

Controlled Data Generation via Insertion Operations for NLU

Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky

An End-to-End Dialogue Summarization System for Sales Calls

Abedelkadir Asi, Song Wang, Roy Eisenstadt, Dean Geckt, Yarin Kuper

Temporal Generalization for Spoken Language Understanding

Judith Gaspers, Anoop Kumar, Greg Ver Steeg, Aram Galstyan

AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy

Raphael Petegrosso, VasistaKrishna Baderdinnni, Thibaud Sénéchal, Benjamin Bullough

Augmenting Poetry Composition with Verse by Verse

David Uthus, Maria Voitovich, R.J. Mical

CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning

Penghui Wei, Xuanhua Yang, ShaoGuo Liu, Liang Wang, Bo Zheng

Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems

Mohammad Kachuee, Jinseok Nam, Sarthak Ahuja, Jin-Myung Won, Sungjin Lee

Contrastive Data and Learning for Natural Language Processing

Rui Zhang, Yangfeng Ji, Yue Zhang, Rebecca J. Passonneau

Tutorial on Multimodal Machine Learning

Louis-Philippe Morency, Paul Pu Liang, Amir Zadeh

Human-Centered Evaluation of Explanations

Jordan Boyd-Graber, Samuel Carton, Shi Feng, Q. Vera Liao, Tania Lombrozo

New Frontiers of Information Extraction

Muhao Chen, Lifu Huang, Manling Li, Ben Zhou, Heng Ji

Self-supervised Representation Learning for Speech Processing

Hung-yi Lee, Abdelrahman Mohamed, Shinji Watanabe, Tara Sainath, Karen Livescu

Text Generation with Text-Editing Models

Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adamek

FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction

Minh Van Nguyen, Nghia Ngo, Bonan Min, Thien Nguyen

DadmaTools: Natural Language Processing Toolkit for Persian Language

Romina Etezadi, Mohammad Karrabi, Najmeh Zare, Mohamad Bagher Sajadi, Mohammad Taher Pilehvar

PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit

Hui Zhang, Tian Yuan, Junkun Chen, Xintong Li, Renjie Zheng

SentSpace: Large-Scale Benchmarking and Evaluation of Text using Cognitively Motivated Lexical, Syntactic, and Semantic Features

Greta Tuckute, Aalok Sathe, Mingye Wang, Harley Yoder, Cory Shain

Towards Open-Domain Topic Classification

Hantian Ding, Jinrui Yang, Yuqian Deng, Hongming Zhang, Dan Roth

SETSum: Summarization and Visualization of Student Evaluations of Teaching

Yinuo Hu, Shiyue Zhang, Viji Sathy, Abigail Panter, Mohit Bansal

A Human-machine Interface for Few-shot Rule Synthesis for Information Extraction

Robert Vacareanu, George C.G. Barbosa, Enrique Noriega-Atala, Gus Hahn-Powell, Rebecca Sharp

RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios

Xinya Du, Zixuan Zhang, Sha Li, Pengfei Yu, Hongwei Wang

Contrastive Explanations of Text Classifiers as a Service

Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso

Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture

Jan Pichl, Petr Marek, Jakub Konrád, Petr Lorenc, Ondrej Kobza

ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations

Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min

TurkishDelightNLP: A Neural Turkish NLP Toolkit

Huseyin Alecakir, Necva Bölücü, Burcu Can

Web-based Annotation Interface for Derivational Morphology

Lukáš Kyjánek

textless-lib: a Library for Textless Spoken Language Processing

Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello

Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition

Aditya Yadavalli, Ganesh Sai Mirishkar, Anil Vuppala

Defending Compositionality in Emergent Languages

Michal Auersperger, Pavel Pecina

Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation

Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta Ruiz Costa-jussà

Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations

Antoine Simoulin, Benoit Crabbé

Few-shot fine-tuning SOTA summarization models for medical dialogues

David Fraile Navarro, Mark Dras, Shlomo Berkovsky

Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation

Prakhar Saxena, Yin Jou Huang, Sadao Kurohashi

Strong Heuristics for Named Entity Linking

Marko Čuljak, Andreas Spitz, Robert West, Akhil Arora

Automating Human Evaluation of Dialogue Systems

Sujan Reddy A

Explicit Use of Topicality in Dialogue Response Generation

Takumi Yoshikoshi, Hayato Atarashi, Takashi Kodama, Sadao Kurohashi

Neural Networks in a Product of Hyperbolic Spaces

Jun Takeuchi, Noriki Nishida, Hideki Nakayama

Multimodal large language models for inclusive collaboration learning tasks

Armanda Lewis

Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction

Tatsuya Aoyama, Nathan Schneider

Multimodal Modeling of Task-Mediated Confusion

Camille Mince, Skye Rhomberg, Cecilia Alm, Reynold Bailey, Alex Ororbia

A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context

Man Luo, Shuguang Chen, Chitta Baral

Differentially Private Instance Encoding against Privacy Attacks

Shangyu Xie, Yuan Hong

Text Style Transfer for Bias Mitigation using Masked Language Modeling

Ewoenam Kwaku Tokpo, Toon Calders

How do people talk about images? A study on open-domain conversations with images.

Yi-Pei Chen, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama

Compositional Generalization in Grounded Language Learning via Induced Model Sparsity

Sam Spilsbury, Alexander Ilin

ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation

Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh

Zuo Zhuan Ancient Chinese Dataset for Word Sense Disambiguation

Xiaomeng Pan, Hongfei Wang, Teruaki Oka, Mamoru Komachi

Dr. Livingstone, I presume? Polishing of foreign character identification in literary texts

Aleksandra Konovalova, Antonio Toral, Kristiina Taivalkoski-Shilov