NAACL 2022

1,057 papers

Mockingbird at the SIGTYP 2022 Shared Task: Two Types of Models for the Prediction of Cognate Reflexes

Christo Kirov, Richard Sproat, Alexander Gutkin

Bayesian Phylogenetic Cognate Prediction

Gerhard Jäger

The SIGTYP 2022 Shared Task on the Prediction of Cognate Reflexes

Johann-Mattis List, Ekaterina Vylomova, Robert Forkel, Nathan Hill, Ryan Cotterell

A Database for Modal Semantic Typology

Qingxia Guo, Nathaniel Imel, Shane Steinert-Threlkeld

Tweaking UD Annotations to Investigate the Placement of Determiners, Quantifiers and Numerals in the Noun Phrase

Luigi Talamo

Cross-linguistic Comparison of Linguistic Feature Encoding in BERT Models for Typologically Different Languages

Yulia Otmakhova, Karin Verspoor, Jey Han Lau

Typological Word Order Correlations with Logistic Brownian Motion

Kai Hartung, Gerhard Jäger, Sören Gröttrup, Munir Georges

Word-order Typology in Multilingual BERT: A Case Study in Subordinate-Clause Detection

Dmitry Nikolaev, Sebastian Padó

Multilingualism Encourages Recursion: a Transfer Study with mBERT

Andrea de Varda, Roberto Zamparelli

Morphology is not just a naive Bayes – UniMelb Submission to SIGMORPHON 2022 ST on Morphological Inflection

Andreas Sherbakov, Ekaterina Vylomova

HeiMorph at SIGMORPHON 2022 Shared Task on Morphological Acquisition Trajectories

Akhilesh Kakolu Ramarao, Yulia Zinova, Kevin Tang, Ruben van de Vijver

Generalizing Morphological Inflection Systems to Unseen Lemmas

Changbing Yang, Ruixin (Ray) Yang, Garrett Nicolai, Miikka Silfverberg

OSU at SigMorphon 2022: Analogical Inflection With Rule Features

Micha Elsner, Sara Court

CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation

Silvan Wehrli, Simon Clematide, Peter Makarov

SIGMORPHON 2022 Task 0 Submission Description: Modelling Morphological Inflection with Data-Driven and Rule-Based Approaches

Tatiana Merzhevich, Nkonye Gbadegoye, Leander Girrbach, Jingwen Li, Ryan Soh-Eun Shim

SIGMORPHON–UniMorph 2022 Shared Task 0: Generalization and Typologically Diverse Morphological Inflection

Jordan Kodner, Salam Khalifa, Khuyagbaatar Batsuren, Hossep Dolatian, Ryan Cotterell

SIGMORPHON–UniMorph 2022 Shared Task 0: Modeling Inflection in Language Acquisition

Jordan Kodner, Salam Khalifa

JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation

Jan Bodnár

Morfessor-enriched features and multilingual training for canonical morphological segmentation

Aku Rouhe, Stig-Arne Grönroos, Sami Virpioja, Mathias Creutz, Mikko Kurimo

Word-level Morpheme segmentation using Transformer neural network

Tsolmon Zundi, Chinbat Avaajargal

Beyond Characters: Subword-level Morpheme Segmentation

Ben Peters, André F. T. Martins

SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation

Leander Girrbach

Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation

Lauren Levine

The SIGMORPHON 2022 Shared Task on Morpheme Segmentation

Khuyagbaatar Batsuren, Gabor Bella, Aryaman Arora, Viktor Martinovic, Kyle Gorman

Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and Generator

Nizar Habash, Reham Marzouk, Christian Khairallah, Salam Khalifa

Domain-Informed Probing of wav2vec 2.0 Embeddings for Phonetic Features

Patrick Cormac English, John D. Kelleher, Julie Carson-berndsen

Multidimensional acoustic variation in vowels across English dialects

James Tanner, Morgan Sonderegger, Jane Stuart-Smith

Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali

Niyati Bafna, Zdeněk Žabokrtský

Trees probe deeper than strings: an argument from allomorphy

Hossep Dolatian, Shiori Ikawa, Thomas Graf

A Masked Segmental Language Model for Unsupervised Natural Language Segmentation

C.M. Downey, Fei Xia, Gina-Anne Levow, Shane Steinert-Threlkeld

Logical Transductions for the Typology of Ditransitive Prosody

Mai Ha Vu, Aniello De Santo, Hossep Dolatian

Investigating phonological theories with crowd-sourced data: The Inventory Size Hypothesis in the light of Lingua Libre

Mathilde Hutin, Marc Allassonnière-Tang

Unsupervised morphological segmentation in a language with reduplication

Simon Todd, Annie Huang, Jeremy Needle, Jennifer Hay, Jeanette King

On Building Spoken Language Understanding Systems for Low Resourced Languages

Akshat Gupta

Training Text-to-Text Transformers with Privacy Guarantees

Natalia Ponomareva, Jasmijn Bastings, Sergei Vassilvitskii

Privacy Leakage in Text Classification A Data Extraction Approach

Adel Elmahdy, Huseyin A. Inan, Robert Sim

The Impact of Differential Privacy on Group Disparity Mitigation

Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Sogaard

Differential Privacy in Natural Language Processing: The Story So Far

Oleksandra Klymenko, Stephen Meisenbacher, Florian Matthes

MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages

Akari Asai, Shayne Longpre, Jungo Kasai, Chia-Hsuan Lee, Rui Zhang

MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering

Zhucheng Tu, Sarguna Janani Padmanabhan

Zero-shot cross-lingual open domain question answering

Sumit Agarwal, Suraj Tripathi, Teruko Mitamura, Carolyn Penstein Rosé

ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System

Chia-Chien Hung, Tommaso Green, Robert Litschko, Tornike Tsereteli, Sotaro Takeshita

Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms

Gengyu Wang, Cheng Qian, Lin Pan, Haode Qi, Ladislav Kunc

Complex Word Identification in Vietnamese: Towards Vietnamese Text Simplification

Phuong Nguyen, David Kauchak

Multilingual Event Linking to Wikidata

Adithya Pratapa, Rishubh Gupta, Teruko Mitamura

Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic

Vésteinn Snæbjarnarson, Hafsteinn Einarsson

Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval

Ivan Montero, Shayne Longpre, Ni Lao, Andrew Frank, Christopher DuBois

An Annotated Dataset and Automatic Approaches for Discourse Mode Identification in Low-resource Bengali Language

Salim Sazzed

Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation.

Muhammad Umair Nasir, Innocent Mchechesi

Towards a Deep Multi-layered Dialectal Language Analysis: A Case Study of African-American English

Jamell Dacon

Narrative Datasets through the Lenses of NLP and HCI

Sharifa Sultana, Renwen Zhang, Hajin Lim, Maria Antoniak

Teaching Interactively to Learn Emotions in Natural Language

Rajesh Titung, Cecilia Alm

Let’s Chat: Understanding User Expectations in Socialbot Interactions

Elizabeth Soper, Erin Pacquetet, Sougata Saha, Souvik Das, Rohini Srihari

Human-centered computing in legal NLP - An application to refugee status determination

Claire Barale

Design Considerations for an NLP-Driven Empathy and Emotion Interface for Clinician Training via Telemedicine

Roxana Girju, Marina Girju

An Interactive Exploratory Tool for the Task of Hate Speech Detection

Angelina McMillan-Major, Amandalynne Paullada, Yacine Jernite

Taxonomy Builder: a Data-driven and User-centric Tool for Streamlining Taxonomy Construction

Mihai Surdeanu, John Hungerford, Yee Seng Chan, Jessica MacBride, Benjamin Gyori

Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer

Kartikey Pant, Tanvi Dadu

Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT

Jaimeen Ahn, Hwaran Lee, Jinhwa Kim, Alice Oh

What changed? Investigating Debiasing Methods using Causal Mediation Analysis

Sullam Jeoung, Jana Diesner

Indigenous Language Revitalization and the Dilemma of Gender Bias

Oussama Hansal, Ngoc Tan Le, Fatiha Sadat

Evaluating Gender Bias Transfer from Film Data

Amanda Bertsch, Ashley Oh, Sanika Natu, Swetha Gangu, Alan W. Black

HeteroCorpus: A Corpus for Heteronormative Language Detection

Juan Vásquez, Gemma Bel-Enguix, Scott Thomas Andersen, Sergio-luis Ojeda-trueba

Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements

Conrad Borchers, Dalia Gala, Benjamin Gilburt, Eduard Oravkin, Wilfried Bounsi

Occupational Biases in Norwegian and Multilingual Language Models

Samia Touileb, Lilja Øvrelid, Erik Velldal

Gender Bias in BERT - Measuring and Analysing Biases through Sentiment Rating in a Realistic Downstream Classification Task

Sophie Jentzsch, Cigdem Turan

On Gender Biases in Offensive Language Classification Models

Sanjana Marcé, Adam Poliak

A Taxonomy of Bias-Causing Ambiguities in Machine Translation

Michal Měchura

Choose Your Lenses: Flaws in Gender Bias Evaluation

Hadas Orgad, Yonatan Belinkov

Mitigating Gender Stereotypes in Hindi and Marathi

Neeraja Kirtane, Tanvi Anand

An Empirical Study on the Fairness of Pre-trained Word Embeddings

Emeralda Sesari, Max Hort, Federica Sarro

Unsupervised Mitigating Gender Bias by Character Components: A Case Study of Chinese Word Embedding

Xiuying Chen, Mingzhe Li, Rui Yan, Xin Gao, Xiangliang Zhang

Fewer Errors, but More Stereotypes? The Effect of Model Size on Gender Bias

Yarden Tal, Inbal Magar, Roy Schwartz

On the Dynamics of Gender Learning in Speech Translation

Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi

Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback

Emmy Liu, Michael Henry Tessler, Nicole Dubosh, Katherine Hiller, Roger Levy

Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models

Tejas Srinivasan, Yonatan Bisk

Challenges in Measuring Bias via Open-Ended Language Generation

Afra Feyza Akyürek, Muhammed Yusuf Kocyigit, Sejin Paik, Derry Tanti Wijaya

The Birth of Bias: A case study on the evolution of gender bias in an English language model

Oskar Van Der Wal, Jaap Jumelet, Katrin Schulz, Willem Zuidema

Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring

Prasanna Parasurama, João Sedoc

Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning

Przemyslaw Joniak, Akiko Aizawa

Debiasing Neural Retrieval via In-batch Balancing Regularization

Yuantong Li, Xiaokai Wei, Zijian Wang, Shen Wang, Parminder Bhatia

Uncertainty and Inclusivity in Gender Bias Annotation: An Annotation Taxonomy and Annotated Datasets of British English Text

Lucy Havens, Melissa Terras, Benjamin Bach, Beatrice Alex

Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information

Tomasz Limisiewicz, David Mareček

Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings

Jiali Li, Shucheng Zhu, Ying Liu, Pengyuan Liu

Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes

Antonis Maronikolakis, Philip Baader, Hinrich Schütze

Graphicon Evolution on the Chinese Social Media Platform BiliBili

Yiqiong Zhang, Susan Herring, Suifu Gan

EmojiCloud: a Tool for Emoji Cloud Visualization

Yunhe Feng, Cheng Guo, Bingbing Wen, peng sun, Yufei Yue

Semantic Congruency Facilitates Memory for Emojis

Andriana L. Christofalos, Laurie Beth Feldman, Heather Sheridan

Investigating the Influence of Users Personality on the Ambiguous Emoji Perception

Olga Iarygina

Conducting Cross-Cultural Research on COVID-19 Memes

Jing Ge-Stadnyk, Lusha Sa

Understanding the Sarcastic Nature of Emojis with SarcOji

Vandita Grover, Hema Banati

Emoji semantics/pragmatics: investigating commitment and lying

Benjamin Weissman

Beyond emojis: an insight into the IKON language

Laura Meloni, Phimolporn Hitmeangsong, Bernhard Appelhaus, Edgar Walthert, Cesco Reale

Interpreting Emoji with Emoji

Jens Reelfs, Timon Mohaupt, Sandipan Sikdar, Markus Strohmaier, Oliver Hohlfeld

Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering

Zhenyun Deng, Yonghua Zhu, Qianqian Qi, Michael Witbrock, Patricia Riddle

LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification

Irene Li, Aosong Feng, Hao Wu, Tianxiao Li, Toyotaro Suzumura

GraDA: Graph Generative Data Augmentation for Commonsense Reasoning

Adyasha Maharana, Mohit Bansal

Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains

Merieme Bouhandi, Emmanuel Morin, Thierry Hamon

Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models

Woo Suk Choi, Yu-Jung Heo, Dharani Punithan, Byoung-tak Zhang

Continuous Temporal Graph Networks for Event-Based Graph Data

Jin Guo, Zhen Han, Su Zhou, Jiliang Li, Volker Tresp