ACL 2021

1,634 papers

Human Perception in Natural Language Generation

Lorenzo De Mattei, Huiyuan Lai, Felice Dell’Orletta, Malvina Nissim

Flesch-Kincaid is Not a Text Simplification Evaluation Metric

Teerapaun Tanprasert, David Kauchak

Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution

Hillary Dawkins

Generating Gender Augmented Data for NLP

Nishtha Jain, Maja Popović, Declan Groves, Eva Vanmassenhove

Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech

Mahault Garnerin, Solange Rossato, Laurent Besacier

Assessing Gender Bias in Wikipedia: Inequalities in Article Titles

Agnieszka Faleńska, Özlem Çetinoğlu

Using Gender- and Polarity-Informed Models to Investigate Bias

Samia Touileb, Lilja Øvrelid, Erik Velldal

Towards Equal Gender Representation in the Annotations of Toxic Language Detection

Elizabeth Excell, Noura Al Moubayed

Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts

Noa Baker Gillis

Gender Bias in Text: Origin, Taxonomy, and Implications

Jad Doughman, Wael Khreich, Maya El Gharib, Maha Wiss, Zahraa Berjawi

Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants

Gavin Abercrombie, Amanda Cercas Curry, Mugdha Pandya, Verena Rieser

Evaluating Gender Bias in Hindi-English Machine Translation

Krithika Ramesh, Gauri Gupta, Sanjay Singh

Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives

Meichun Jiao, Ziyang Luo

gENder-IT: An Annotated English-Italian Parallel Challenge Set for Cross-Linguistic Natural Gender Phenomena

Eva Vanmassenhove, Johanna Monti

Product Review Translation: Parallel Corpus Creation and Robustness towards User-generated Noisy Text

Kamal Kumar Gupta, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal

SupportNet: Neural Networks for Summary Generation and Key Segment Extraction from Technical Support Tickets

Vinayshekhar Bannihatti Kumar, Mohan Yarramsetty, Sharon Sun, Anukul Goel

Improving Factual Consistency of Abstractive Summarization on Customer Feedback

Yang Liu, Yifei Sun, Vincent Gao

Combining semantic search and twin product classification for recognition of purchasable items in voice shopping

Dieu-Thu Le, Verena Weber, Melanie Bradford

Enhancing Aspect Extraction for Hindi

Arghya Bhattacharya, Alok Debnath, Manish Shrivastava

Exploring Inspiration Sets in a Data Programming Pipeline for Product Moderation

Justine Winkler, Simon Brugman, Bas van Berkel, Martha Larson

Detect Profane Language in Streaming Services to Protect Young Audiences

Jingxiang Chen, Kai Wei, Xiang Hao

Textual Representations for Crosslingual Information Retrieval

Hang Zhang, Liling Tan

Multimodal Item Categorization Fully Based on Transformer

Lei Chen, Houwei Chou, Yandi Xia, Hirokazu Miyake

Scalable Approach for Normalizing E-commerce Text Attributes (SANTA)

Ravi Shankar Mishra, Kartik Mehta, Nikhil Rasiwasia

Unsupervised Class-Specific Abstractive Summarization of Customer Reviews

Thi Nhat Anh Nguyen, Mingwei Shen, Karen Hovsepian

Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction

Mayank Jain, Sourangshu Bhattacharya, Harshit Jain, Karimulla Shaik, Muthusamy Chelliah

Identifying Hijacked Reviews

Monika Daryani, James Caverlee

“Are you calling for the vaporizer you ordered?” Combining Search and Prediction to Identify Orders in Contact Centers

Abinaya K, Shourya Roy

A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents

Li Dong, Matthew C. Spencer, Amir Biagi

Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations

Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu

Keyword Augmentation via Generative Methods

Haoran Shi, Zhibiao Rao, Yongning Wu, Zuohua Zhang, Chu Wang

Turn-Level User Satisfaction Estimation in E-commerce Customer Service

Runze Liang, Ryuichi Takanobu, Feng-Lin Li, Ji Zhang, Haiqing Chen

ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling

Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff

Attribute Value Generation from Product Title using Language Models

Kalyani Roy, Pawan Goyal, Manish Pandey

BERT Goes Shopping: Comparing Distributional Models for Product Representations

Federico Bianchi, Bingqing Yu, Jacopo Tagliabue

Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling

Di Jin, Seokhwan Kim, Dilek Hakkani-Tur

Agenda Pushing in Email to Thwart Phishing

Hyundong Cho, Genevieve Bartlett, Marjorie Freedman

Building Goal-oriented Document-grounded Dialogue Systems

Xi Chen, Faner Lin, Yeju Zhou, Kaixin Ma, Jonathan Francis

Team JARS: DialDoc Subtask 1 - Improved Knowledge Identification with Supervised Out-of-Domain Pretraining

Sopan Khosla, Justin Lovelace, Ritam Dutt, Adithya Pratapa

Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation

Boeun Kim, Dohaeng Lee, Sihyung Kim, Yejin Lee, Jin-Xia Huang

Summary-Oriented Question Generation for Informational Queries

Xusen Yin, Li Zhou, Kevin Small, Jonathan May

[RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue

Anant Khandelwal

Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering

Sony Bachina, Spandana Balumuri, Sowmya Kamath S

Cascaded Span Extraction and Response Generation for Document-Grounded Dialog

Nico Daheim, David Thulke, Christian Dugast, Hermann Ney

Technical Report on Shared Task in DialDoc21

Jiapeng Li, Mingda Li, Longxuan Ma, Wei-Nan Zhang, Ting Liu

CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System

Yan Xu, Etsuko Ishii, Genta Indra Winata, Zhaojiang Lin, Andrea Madotto

Combining Open Domain Question Answering with a Task-Oriented Dialog System

Jan Nehring, Nils Feldhus, Harleen Kaur, Akhyar Ahmed

Automatic Learning Assistant in Telugu

Meghana Bommadi, Shreya Terupally, Radhika Mamidi

A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems

Dingmin Wang, Ziyao Chen, Wanwei He, Li Zhong, Yunzhe Tao

SeqDialN: Sequential Visual Dialog Network in Joint Visual-Linguistic Representation Space

Liu Yang, Fanqi Meng, Xiao Liu, Ming-Kuang Daniel Wu, Vicent Ying

DialDoc 2021 Shared Task: Goal-Oriented Document-grounded Dialogue Modeling

Song Feng

Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021

Salvatore Giorgi, Vanni Zavarella, Hristo Tanev, Nicolas Stefanovitch, Sy Hwang

CASE 2021 Task 2 Socio-political Fine-grained Event Classification using Fine-tuned RoBERTa Document Embeddings

Samantha Kent, Theresa Krumbiegel

CASE 2021 Task 2: Zero-Shot Classification of Fine-Grained Sociopolitical Events with Transformer Models

Benjamin J. Radford

IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification

Ken Barker, Parul Awasthy, Jian Ni, Radu Florian

Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021

Jacek Haneczok, Guillaume Jacquet, Jakub Piskorski, Nicolas Stefanovitch

Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection

Francesco Re, Daniel Vegh, Dennis Atzenhofer, Niklas Stoehr

AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERT

Léo Bouscarrat, Antoine Bonnefoy, Cécile Capponi, Carlos Ramisch

Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection

Tiancheng Hu, Niklas Stoehr

ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles

Alaeddin Gürel, Emre Emin

IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News

Parul Awasthy, Jian Ni, Ken Barker, Radu Florian

SU-NLP at CASE 2021 Task 1: Protest News Detection for English

Furkan Çelik, Tuğberk Dalkılıç, Fatih Beyhan, Reyyan Yeniterzi

DAAI at CASE 2021 Task 1: Transformer-based Multilingual Socio-political and Crisis Event Detection

Hansi Hettiarachchi, Mariam Adedoyin-Olowe, Jagdev Bhogal, Mohamed Medhat Gaber

FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering

Nils Becker, Theresa Krumbiegel

NUS-IDS at CASE 2021 Task 1: Improving Multilingual Event Sentence Coreference Identification With Linguistic Information

Fiona Anting Tan, Sujatha Das Gollapalli, See-Kiong Ng

IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection

Pawan Kalyan, Duddukunta Reddy, Adeep Hande, Ruba Priyadharshini, Ratnasingam Sakuntharaj

Shared Task 1 System Description : Exploring different approaches for multilingual tasks

Sureshkumar Vivek Kalyan, Tan Paul, Tan Shaun, Martin Andrews

Multilingual Protest News Detection - Shared Task 1, CASE 2021

Ali Hürriyetoğlu, Osman Mutlu, Erdem Yörük, Farhana Ferdousi Liza, Ritesh Kumar

Automatic Fake News Detection in Political Platforms - A Transformer-based Approach

Shaina Raza

Extracting Events from Industrial Incident Reports

Nitin Ramrakhiyani, Swapnil Hingmire, Sangameshwar Patil, Alok Kumar, Girish Palshikar

Regressing Location on Text for Probabilistic Geocoding

Benjamin J. Radford

Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020

James Scharf, Arya D. McCarthy, Giovanna Maria Dora Dore

Modality and Negation in Event Extraction

Sander Bijl de Vroe, Liane Guillou, Miloš Stanojević, Nick McKenna, Mark Steedman

ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation

Debanjana Kar, Sudeshna Sarkar, Pawan Goyal

PROTEST-ER: Retraining BERT for Protest Event Extraction

Tommaso Caselli, Osman Mutlu, Angelo Basile, Ali Hürriyetoğlu

Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges

Kristine Eck

Keynote Abstract: Events on a Global Scale: Towards Language-Agnostic Event Extraction

Elizabeth Boschee

Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report

Ali Hürriyetoğlu, Hristo Tanev, Vanni Zavarella, Jakub Piskorski, Reyyan Yeniterzi

How Might We Create Better Benchmarks for Speech Recognition?

Alëna Aksënova, Daan van Esch, James Flynn, Pavel Golik

We Need to Consider Disagreement in Evaluation

Valerio Basile, Michael Fell, Tommaso Fornaciari, Dirk Hovy, Silviu Paun

Guideline Bias in Wizard-of-Oz Dialogues

Victor Petrén Bach Hansen, Anders Søgaard

Benchmarking: Past, Present and Future

Kenneth Church, Mark Liberman, Valia Kordoni

Characterizing Social Spambots by their Human Traits

Salvatore Giorgi, Lyle Ungar, H. Andrew Schwartz

Could you give me a hint ? Generating inference graphs for defeasible reasoning

Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard Hovy

Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification

Neha Srikanth, Junyi Jessy Li

Controllable Abstractive Dialogue Summarization with Sketch Supervision

Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong

Cross-document Coreference Resolution over Predicted Mentions

Arie Cattan, Alon Eirew, Gabriel Stanovsky, Mandar Joshi, Ido Dagan

Knowledge Distillation for Quality Estimation

Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide

Beyond Metadata: What Paper Authors Say About Corpora They Use

Nikolay Kolyada, Martin Potthast, Benno Stein

What Did You Refer to? Evaluating Co-References in Dialogue

Wei-Nan Zhang, Yue Zhang, Hanlin Tang, Zhengyu Zhao, Caihai Zhu

DialogSum: A Real-Life Scenario Dialogue Summarization Dataset

Yulong Chen, Yang Liu, Liang Chen, Yue Zhang

Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs

Dinesh Raghu, Atishya Jain, Mausam, Sachindra Joshi

Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights

Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan

Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation

Takato Yamazaki, Akiko Aizawa

Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization

Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen

Automatically Select Emotion for Response via Personality-affected Emotion Transition

Zhiyuan Wen, Jiannong Cao, Ruosong Yang, Shuaiqi Liu, Jiaxing Shen

Uncertainty Aware Review Hallucination for Science Article Classification

Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia

Generalized Supervised Attention for Text Generation

Yixian Liu, Liwen Zhang, Xinyu Zhang, Yong Jiang, Yue Zhang

Word Graph Guided Summarization for Radiology Findings

Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song

Slot Transferability for Cross-domain Slot Filling

Hengtong Lu, Zhuoxin Han, Caixia Yuan, Xiaojie Wang, Shuyu Lei