EMNLP 2022

2,056 papers

Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification

Horacio Saggion, Sanja Štajner, Daniel Ferrés, Kim Cheng Sheang, Matthew Shardlow

GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models

Kai North, Alphaeus Dmonte, Tharindu Ranasinghe, Marcos Zampieri

RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking

Desislava Aleksandrova, Olivier Brochu Dufour

UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?

Dennis Aumiller, Michael Gertz

MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders

Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz

teamPN at TSAR-2022 Shared Task: Lexical Simplification using Multi-Level and Modular Approach

Nikita Katyal, Pawan Kumar Rajpoot

CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification?

Rodrigo Wilkens, David Alfter, Rémi Cardon, Isabelle Gribomont, Adrien Bibal

PolyU-CBS at TSAR-2022 Shared Task: A Simple, Rank-Based Method for Complex Word Substitution in Two Steps

Emmanuele Chersoni, Yu-Yin Hsu

UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification

Laura Vásquez-Rodríguez, Nhung Nguyen, Matthew Shardlow, Sophia Ananiadou

PresiUniv at TSAR-2022 Shared Task: Generation and Ranking of Simplification Substitutes of Complex Words in Multiple Languages

Peniel Whistely, Sandeep Mathias, Galiveeti Poornima

CILS at TSAR-2022 Shared Task: Investigating the Applicability of Lexical Substitution Methods for Lexical Simplification

Sandaru Seneviratne, Elena Daskalaki, Hanna Suominen

Controllable Lexical Simplification for English

Kim Cheng Sheang, Daniel Ferrés, Horacio Saggion

A Benchmark for Neural Readability Assessment of Texts in Spanish

Laura Vásquez-Rodríguez, Pedro-Manuel Cuenca-Jiménez, Sergio Morales-Esquivel, Fernando Alva-Manchego

JADES: New Text Simplification Dataset in Japanese Targeted at Non-Native Speakers

Akio Hayakawa, Tomoyuki Kajiwara, Hiroki Ouchi, Taro Watanabe

Improving Text Simplification with Factuality Error Detection

Yuan Ma, Sandaru Seneviratne, Elena Daskalaki

Divide-and-Conquer Text Simplification by Scalable Data Enhancement

Sanqiang Zhao, Rui Meng, Hui Su, Daqing He

An Investigation into the Effect of Control Tokens on Text Simplification

Zihao Li, Matthew Shardlow, Saeed Hassan

Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification

Tatsuya Zetsu, Tomoyuki Kajiwara, Yuki Arase

(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification

Yu Qiao, Xiaofei Li, Daniel Wiechmann, Elma Kerz

A Dataset of Word-Complexity Judgements from Deaf and Hard-of-Hearing Adults for Text Simplification

Oliver Alonzo, Sooyeon Lee, Mounica Maddela, Wei Xu, Matt Huenerfauth

Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models

Patrick Haller, Andreas Säuberli, Sarah Kiener, Jinger Pan, Ming Yan

Lexical Simplification in Foreign Language Learning: Creating Pedagogically Suitable Simplified Example Sentences

Jasper Degraeuwe, Horacio Saggion

IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification

Itziar Gonzalez-Dios, Iker Gutiérrez-Fandiño, Oscar m. Cumbicus-Pineda, Aitor Soroa

Controlling Japanese Machine Translation Output by Using JLPT Vocabulary Levels

Alberto Poncelas, Ohnmar Htun

Revision for Concision: A Constrained Paraphrase Generation Task

Wenchuan Mu, Kwan Hui Lim

Conciseness: An Overlooked Language Task

Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar

Target-Level Sentence Simplification as Controlled Paraphrasing

Tannon Kew, Sarah Ebling

Patient-friendly Clinical Notes: Towards a new Text Simplification Dataset

Jan Trienes, Jörg Schlötterer, Hans-Ulrich Schildhaus, Christin Seifert

Parallel Corpus Filtering for Japanese Text Simplification

Koki Hatagaki, Tomoyuki Kajiwara, Takashi Ninomiya

The Fewer Splits are Better: Deconstructing Readability in Sentence Splitting

Tadashi Nomoto

Towards Fair Dataset Distillation for Text Classification

Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin

AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages

Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Oreen Yousuf, Salomey Osei, Abigail Oppong

Data-Efficient Auto-Regressive Document Retrieval for Fact Verification

James Thorne

Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production

Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan

Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino

Lorenzo Jaime Flores, Dragomir Radev

Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks

Tanise Ceron, Nhut Truong, Aurélie Herbelot

KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods

Mohammad Javad Saeedizade, Najmeh Torabian, Behrouz Minaei-Bidgoli

Efficient Two-Stage Progressive Quantization of BERT

Charles Le, Arash Ardakani, Amir Ardakani, Hang Zhang, Yuyan Chen

Offline-to-Online Co-Evolutional User Simulator and Dialogue System

Dafeng Chi, Yuzheng Zhuang, Yao Mu, Bin Wang, Jianzhu Bao

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems

Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng

Information Extraction and Human-Robot Dialogue towards Real-life Tasks A Baseline Study with the MobileCS Dataset

Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang

State-Aware Adversarial Training for Utterance-Level Dialogue Generation

Yi Huang, Xiaoting Wu, Wei Hu, Junlan Feng, Chao Deng

CMCC: A Comprehensive and Large-Scale Human-Human Dataset for Dialogue Systems

Yi Huang, Xiaoting Wu, Si Chen, Wei Hu, Qing Zhu

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong

Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning

Yanan Wu, Zhiyuan Zeng, Keqing He, Yutao Mou, Pei Wang

Prompt Learning for Domain Adaptation in Task-Oriented Dialogue

Makesh Narsimhan Sreedhar, Christopher Parisien

A Token-pair Framework for Information Extraction from Dialog Transcripts in SereTOD Challenge

Chenyue Wang, Xiangxing Kong, Mengzuo Huang, Feng Li, Jian Xing

A GlobalPointer based Robust Approach for Information Extraction from Dialog Transcripts

Yanbo J. Wang, Sheng Chen, Hengxing Cai, Wei Wei, Kuo Yan

Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances

Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Junseong Bang

Who is GPT-3? An exploration of personality, values and demographics

Marilù Miotto, Nicola Rossberg, Bennett Kleinberg

A Robust Bias Mitigation Procedure Based on the Stereotype Content Model

Eddie Ungless, Amy Rafferty, Hrichika Nag, Bjorn Ross

Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset

Jordan Painter, Helen Treharne, Diptesh Kanojia

Towards Few-Shot Identification of Morality Frames using In-Context Learning

Shamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser

OLALA: Object-Level Active Learning for Efficient Document Layout Annotation

Zejiang Shen, Weining Li, Jian Zhao, Yaoliang Yu, Melissa Dell

Extracting Associations of Intersectional Identities with Discourse about Institution from Nigeria

Pavan Kantharaju, Sonja Schmer-Galunder

An Analysis of Acknowledgments in NLP Conference Proceedings

Winston Wu

Detecting Dissonant Stance in Social Media: The Role of Topic Exposure

Vasudha Varadarajan, Nikita Soni, Weixi Wang, Christian Luhmann, H. Andrew Schwartz

Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs

Jinrui Yang, Sheilla Njoto, Marc Cheong, Leah Ruppanner, Lea Frermann

Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection?

Kim Breitwieser

Measuring Harmful Representations in Scandinavian Language Models

Samia Touileb, Debora Nozza

Linguistic Elements of Engaging Customer Service Discourse on Social Media

Sonam Singh, Anthony Rios

Examining Political Rhetoric with Epistemic Stance Detection

Ankita Gupta, Su Lin Blodgett, Justin H Gross, Brendan O’Connor

Understanding Interpersonal Conflict Types and their Impact on Perception Classification

Charles Welch, Joan Plepi, Béla Neuendorf, Lucie Flek

Conditional Language Models for Community-Level Linguistic Variation

Bill Noble, Jean-Philippe Bernardy

Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups.

Manuel Weigand, Maximilian Weber, Johannes Gruber

To Prefer or to Choose? Generating Agency and Power Counterfactuals Jointly for Gender Bias Mitigation

Maja Stahl, Maximilian Spliethöver, Henning Wachsmuth

Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models

Xiao Xu, Gert Stulp, Antal van den Bosch, Anne Gauthier

Experiencer-Specific Emotion and Appraisal Prediction

Maximilian Wegge, Enrica Troiano, Laura Oberländer, Roman Klinger

Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads

Ann-Sophie Gnehm, Eva Bühlmann, Helen Buchs, Simon Clematide

Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features

Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz

Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features

Gokul Karthik Kumar, Karthik Nandakumar

Transformers-Based Approach for a Sustainability Term-Based Sentiment Analysis (STBSA)

Blaise Sandwidi, Suneer Pallitharammal Mukkolakal

Applicability of Pretrained Language Models: Automatic Screening for Children’s Language Development Level

Byoung-Doo Oh, Yoon-koung Lee, Yu-Seop Kim

BELA: Bot for English Language Acquisition

Muskan Mahajan

Identifying Condescending Language: A Tale of Two Distinct Phenomena?

Carla Perez Almendros, Steven Schockaert

“Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses

Raghu Verrap, Ehsanul Nirjhar, Ani Nenkova, Theodora Chaspari

Using NLP to Support English Teaching in Rural Schools

Luis Chiruzzo, Laura Musto, Santiago Góngora, Brian Carpenter, Juan Filevich

Breaking through Inequality of Information Acquisition among Social Classes: A Modest Effort on Measuring “Fun”

Chenghao Xiao, Baicheng Sun, Jindi Wang, Mingyue Liu, Jiayi Feng

Modelling Persuasion through Misuse of Rhetorical Appeals

Amalie Pauli, Leon Derczynski, Ira Assent

Misinformation Detection in the Wild: News Source Classification as a Proxy for Non-article Texts

Matyas Bohacek

Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning

Philipp Seeberger, Korbinian Riedhammer

Impacts of Low Socio-economic Status on Educational Outcomes: A Narrative Based Analysis

Motti Kelbessa, Ilyas Jamil, Labiba Jahan

A Dataset of Sustainable Diet Arguments on Twitter

Marcus Hansen, Daniel Hershcovich

Leveraging World Knowledge in Implicit Hate Speech Detection

Jessica Lin

Securely Capturing People’s Interactions with Voice Assistants at Home: A Bespoke Tool for Ethical Data Collection

Angus Addlesee

Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI

Lucas Rosenblatt, Lorena Piedras, Julia Wilkins

A unified framework for cross-domain and cross-task learning of mental health conditions

Huikai Chua, Andrew Caines, Helen Yannakoudakis

An Efficient Active Learning Pipeline for Legal Text Classification

Sepideh Mamooler, Rémi Lebret, Stephane Massonnet, Karl Aberer

AraLegal-BERT: A pretrained language model for Arabic Legal text

Muhammad AL-Qurishi, Sarah Alqaseemi, Riad Souissi

Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions

Yang Zhong, Diane Litman

Legal Named Entity Recognition with Multi-Task Domain Adaptation

Răzvan-Alexandru Smădu, Ion-Robert Dinică, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop

Text Simplification for Legal Domain: Insights and Challenges

Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal, Ananya Ganesh, Niyati Chhaya

Automatic Classification of Legal Violations in Cookie Banner Texts

Marieke Van Hofslot, Almila Akdag Salah, Albert Gatt, Cristiana Santos

Graph-based Keyword Planning for Legal Clause Generation from Topics

Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma

Legal and Political Stance Detection of SCOTUS Language

Noah Bergam, Emily Allaway, Kathleen McKeown

Detecting Relevant Differences Between Similar Legal Texts

Xiang Li, Jiaxun Gao, Diana Inkpen, Wolfgang Alschner

E-NER — An Annotated Named Entity Recognition Corpus of Legal Text

Ting Wai Terence Au, Vasileios Lampos, Ingemar Cox

Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers

Shanshan Xu, Irina Broda, Rashid Haddad, Marco Negrini, Matthias Grabmair

Should I disclose my dataset? Caveats between reproducibility and individual data rights

Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther L. Colombini, Fabiana Severi

Tracking Semantic Shifts in German Court Decisions with Diachronic Word Embeddings

Daniel Braun