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ACL 2022

1,617 papers

Hierarchical Multi-task learning framework for Isometric-Speech Language Translation

Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh, Petr Motlicek

AppTek’s Submission to the IWSLT 2022 Isometric Spoken Language Translation Task

Patrick Wilken, Evgeny Matusov

HW-TSC’s Participation in the IWSLT 2022 Isometric Spoken Language Translation

Zongyao Li, Jiaxin Guo, Daimeng Wei, Hengchao Shang, Minghan Wang

Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies

Daniel Zhang, Jiang Yu, Pragati Verma, Ashwinkumar Ganesan, Sarah Campbell

Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022

Sebastian Vincent, Loic Barrault, Carolina Scarton

Controlling Translation Formality Using Pre-trained Multilingual Language Models

Elijah Rippeth, Sweta Agrawal, Marine Carpuat

JHU IWSLT 2022 Dialect Speech Translation System Description

Jinyi Yang, Amir Hussein, Matthew Wiesner, Sanjeev Khudanpur

ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks

Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loic Barrault

CMU’s IWSLT 2022 Dialect Speech Translation System

Brian Yan, Patrick Fernandes, Siddharth Dalmia, Jiatong Shi, Yifan Peng

The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation

Jiaxin Guo, Yinglu Li, Minghan Wang, Xiaosong Qiao, Yuxia Wang

NAIST Simultaneous Speech-to-Text Translation System for IWSLT 2022

Ryo Fukuda, Yuka Ko, Yasumasa Kano, Kosuke Doi, Hirotaka Tokuyama

CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022

Peter Polák, Ngoc-Quan Pham, Tuan Nam Nguyen, Danni Liu, Carlos Mullov

Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022

Ioannis Tsiamas, Gerard I. Gállego, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà

MLLP-VRAIN UPV systems for the IWSLT 2022 Simultaneous Speech Translation and Speech-to-Speech Translation tasks

Javier Iranzo-Sánchez, Javier Jorge Cano, Alejandro Pérez-González-de-Martos, Adrián Giménez Pastor, Gonçal V. Garcés Díaz-Munío

The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation

Minghan Wang, Jiaxin Guo, Yinglu Li, Xiaosong Qiao, Yuxia Wang

The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation

Yinglu Li, Minghan Wang, Jiaxin Guo, Xiaosong Qiao, Yuxia Wang

The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task

Yuhao Zhang, Canan Huang, Chen Xu, Xiaoqian Liu, Bei Li

NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022

Oleksii Hrinchuk, Vahid Noroozi, Abhinav Khattar, Anton Peganov, Sandeep Subramanian

The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022

Bao Guo, Mengge Liu, Wen Zhang, Hexuan Chen, Chang Mu

The AISP-SJTU Simultaneous Translation System for IWSLT 2022

Qinpei Zhu, Renshou Wu, Guangfeng Liu, Xinyu Zhu, Xingyu Chen

The USTC-NELSLIP Offline Speech Translation Systems for IWSLT 2022

Weitai Zhang, Zhongyi Ye, Haitao Tang, Xiaoxi Li, Xinyuan Zhou

Effective combination of pretrained models - KIT@IWSLT2022

Ngoc-Quan Pham, Tuan Nam Nguyen, Thai-Binh Nguyen, Danni Liu, Carlos Mullov

Efficient yet Competitive Speech Translation: FBK@IWSLT2022

Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri

Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task

Akshaya Vishnu Kudlu Shanbhogue, Ran Xue, Ching-Yun Chang, Sarah Campbell

The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task

Ziqiang Zhang, Junyi Ao

Findings of the IWSLT 2022 Evaluation Campaign

Antonios Anastasopoulos, Loic Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondřej Bojar

On the Impact of Noises in Crowd-Sourced Data for Speech Translation

Siqi Ouyang, Rong Ye, Lei Li

MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning

Di Wu, Liang Ding, Shuo Yang, Mingyang Li

Joint Generation of Captions and Subtitles with Dual Decoding

Jitao Xu, François Buet, Josep Crego, Elise Bertin-Lemée, François Yvon

Who Are We Talking About? Handling Person Names in Speech Translation

Marco Gaido, Matteo Negri, Marco Turchi

Anticipation-Free Training for Simultaneous Machine Translation

Chih-Chiang Chang, Shun-Po Chuang, Hung-yi Lee

Locality-Sensitive Hashing for Long Context Neural Machine Translation

Frithjof Petrick, Jan Rosendahl, Christian Herold, Hermann Ney

Simultaneous Neural Machine Translation with Prefix Alignment

Yasumasa Kano, Katsuhito Sudoh, Satoshi Nakamura

Improving Arabic Diacritization by Learning to Diacritize and Translate

Brian Thompson, Ali Alshehri

SubER - A Metric for Automatic Evaluation of Subtitle Quality

Patrick Wilken, Panayota Georgakopoulou, Evgeny Matusov

Pre-trained language models evaluating themselves - A comparative study

Philipp Koch, Matthias Aßenmacher, Christian Heumann

BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation

Dipesh Kumar, Avijit Thawani

Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization

Margot Mieskes

Combining Extraction and Generation for Constructing Belief-Consequence Causal Links

Maria Alexeeva, Allegra A. Beal Cohen, Mihai Surdeanu

An Empirical study to understand the Compositional Prowess of Neural Dialog Models

Vinayshekhar Kumar, Vaibhav Kumar, Mukul Bhutani, Alexander Rudnicky

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning

Hanjie Chen, Guoqing Zheng, Ahmed Awadallah, Yangfeng Ji

Label Errors in BANKING77

Cecilia Ying, Stephen Thomas

Challenges in including extra-linguistic context in pre-trained language models

Ionut Sorodoc, Laura Aina, Gemma Boleda

The Document Vectors Using Cosine Similarity Revisited

Zhang Bingyu, Nikolay Arefyev

Do Data-based Curricula Work?

Maxim Surkov, Vladislav Mosin, Ivan P. Yamshchikov

On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets

Hyounghun Kim, Aishwarya Padmakumar, Di Jin, Mohit Bansal, Dilek Hakkani-Tur

Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory

Pedro Rodriguez, Phu Mon Htut, John Lalor, João Sedoc

Can Question Rewriting Help Conversational Question Answering?

Etsuko Ishii, Yan Xu, Samuel Cahyawijaya, Bryan Wilie

On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing

Itsuki Okimura, Machel Reid, Makoto Kawano, Yutaka Matsuo

Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks

Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene, Hong Yung Yip, Vishesh Javangula

What GPT Knows About Who is Who

Xiaohan Yang, Eduardo Peynetti, Vasco Meerman, Chris Tanner

Ancestor-to-Creole Transfer is Not a Walk in the Park

Heather Lent, Emanuele Bugliarello, Anders Søgaard

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification

Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow

Cross-lingual Inflection as a Data Augmentation Method for Parsing

Alberto Muñoz-Ortiz, Carlos Gómez-Rodríguez, David Vilares

How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge?

Simeng Sun, Brian Dillon, Mohit Iyyer

What Do You Get When You Cross Beam Search with Nucleus Sampling?

Uri Shaham, Omer Levy

Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains

Chenyang Lyu, Jennifer Foster, Yvette Graham

Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification

Sopan Khosla, Rashmi Gangadharaiah

Do Dependency Relations Help in the Task of Stance Detection?

Alessandra Teresa Cignarella, Cristina Bosco, Paolo Rosso

On Isotropy Calibration of Transformer Models

Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer

Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision

Wanyu Du, Zae Myung Kim, Vipul Raheja, Dhruv Kumar, Dongyeop Kang

ChipSong: A Controllable Lyric Generation System for Chinese Popular Song

Nayu Liu, Wenjing Han, Guangcan Liu, Da Peng, Ran Zhang

Sparks: Inspiration for Science Writing using Language Models

Katy Gero, Vivian Liu, Lydia Chilton

Unmet Creativity Support Needs in Computationally Supported Creative Writing

Max Kreminski, Chris Martens

News Article Retrieval in Context for Event-centric Narrative Creation

Nikos Voskarides, Edgar Meij, Sabrina Sauer, Maarten de Rijke

Interactive Children’s Story Rewriting Through Parent-Children Interaction

Yoonjoo Lee, Tae Soo Kim, Minsuk Chang, Juho Kim

The Pure Poet: How Good is the Subjective Credibility and Stylistic Quality of Literary Short Texts Written with an Artificial Intelligence Tool as Compared to Texts Written by Human Authors?

Vivian Emily Gunser, Steffen Gottschling, Birgit Brucker, Sandra Richter, Dîlan Canan Çakir

Text Revision by On-the-Fly Representation Optimization

Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael Lyu

Plug-and-Play Controller for Story Completion: A Pilot Study toward Emotion-aware Story Writing Assistance

Yusuke Mori, Hiroaki Yamane, Ryohei Shimizu, Tatsuya Harada

Language Models as Context-sensitive Word Search Engines

Matti Wiegmann, Michael Völske, Benno Stein, Martin Potthast

A text-writing system for Easy-to-Read German evaluated with low-literate users with cognitive impairment

Ina Steinmetz, Karin Harbusch

A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence

Nikhil Singh, Guillermo Bernal, Daria Savchenko, Elena Glassman

A Design Space for Writing Support Tools Using a Cognitive Process Model of Writing

Katy Gero, Alex Calderwood, Charlotte Li, Lydia Chilton

Data-to-text systems as writing environment

Adela Schneider, Andreas Madsack, Johanna Heininger, Ching-Yi Chen, Robert Weißgraeber

Towards Human Evaluation of Mutual Understanding in Human-Computer Spontaneous Conversation: An Empirical Study of Word Sense Disambiguation for Naturalistic Social Dialogs in American English

Alex Luu

Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer

Huiyuan Lai, Jiali Mao, Antonio Toral, Malvina Nissim

A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification

Varvara Logacheva, Daryna Dementieva, Irina Krotova, Alena Fenogenova, Irina Nikishina

Toward More Effective Human Evaluation for Machine Translation

Belén Saldías Fuentes, George Foster, Markus Freitag, Qijun Tan

The Human Evaluation Datasheet: A Template for Recording Details of Human Evaluation Experiments in NLP

Anastasia Shimorina, Anya Belz

Beyond calories: evaluating how tailored communication reduces emotional load in diet-coaching

Simone Balloccu, Ehud Reiter

Human evaluation of web-crawled parallel corpora for machine translation

Gema Ramírez-Sánchez, Marta Bañón, Jaume Zaragoza-Bernabeu, Sergio Ortiz Rojas

Perceptual Quality Dimensions of Machine-Generated Text with a Focus on Machine Translation

Vivien Macketanz, Babak Naderi, Steven Schmidt, Sebastian Möller

A Methodology for the Comparison of Human Judgments With Metrics for Coreference Resolution

Mariya Borovikova, Loïc Grobol, Anaïs Halftermeyer, Sylvie Billot

Vacillating Human Correlation of SacreBLEU in Unprotected Languages

Ahrii Kim, Jinhyeon Kim

Intrinsic Gradient Compression for Scalable and Efficient Federated Learning

Luke Melas-Kyriazi, Franklyn Wang

Adaptive Differential Privacy for Language Model Training

Xinwei Wu, Li Gong, Deyi Xiong

Scaling Language Model Size in Cross-Device Federated Learning

Jae Ro, Theresa Breiner, Lara McConnaughey, Mingqing Chen, Ananda Suresh

ActPerFL: Active Personalized Federated Learning

Huili Chen, Jie Ding, Eric Tramel, Shuang Wu, Anit Kumar Sahu

Neural Machine Translation for Fact-checking Temporal Claims

Marco Mori, Paolo Papotti, Luigi Bellomarini, Oliver Giudice

XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference

Bhavnick Minhas, Anant Shankhdhar, Vivek Gupta, Divyanshu Aggarwal, Shuo Zhang

PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence

John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata, Yulan He

A Semantics-Aware Approach to Automated Claim Verification

Blanca Calvo Figueras, Montse Cuadros, Rodrigo Agerri

Automatic Fake News Detection: Are current models “fact-checking” or“gut-checking”?

Ian Kelk, Benjamin Basseri, Wee Lee, Richard Qiu, Chris Tanner

Distilling Salient Reviews with Zero Labels

Chieh-Yang Huang, Jinfeng Li, Nikita Bhutani, Alexander Whedon, Estevam Hruschka

Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking

Hongbin Lin, Xianghua Fu

Retrieval Data Augmentation Informed by Downstream Question Answering Performance

James Ferguson, Hannaneh Hajishirzi, Pradeep Dasigi, Tushar Khot

Lot or Not: Identifying Multi-Quantity Offerings in E-Commerce

Gal Lavee, Ido Guy

A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data

Raviraj Joshi, Anupam Singh

Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions?

Fajri Koto, Jey Han Lau, Timothy Baldwin

Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs

Zheng Liu, Wei Zhang, Yan Chen, Weiyi Sun, Tianchuan Du