ACL

Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings

Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Lorraine Li, Andrew McCallum

Journal ref Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022

Relevant CommonSense Subgraphs for "What if..." Procedural Reasoning

Chen Zheng, Parisa Kordjamshidi

Comments Accepted by ACL 2022 findings short paper

The Document Vectors Using Cosine Similarity Revisited

Zhang Bingyu, Nikolay Arefyev

Journal ref Proceedings of the Third Workshop on Insights from Negative Results in NLP, pages 129-133, Dublin, Ireland. Association for Computational Linguistics. 2022

SummScreen: A Dataset for Abstractive Screenplay Summarization

Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel

Comments ACL 2022

Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric

Ian Berlot-Attwell, Frank Rudzicz

Comments 18 pages, 7 figures

Journal ref In Proceedings of the 4th Workshop on NLP for Conversational AI, pages 166-183, Dublin, Ireland. Association for Computational Linguistics. May 2022

Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions

Jing Gu, Eliana Stefani, Qi Wu, Jesse Thomason, Xin Eric Wang

Comments 19 pages. Accepted to ACL 2022

Journal ref ACL 2022, Long, pages 7606,7623, Dublin, Ireland. Association for Computational Linguistics

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng

Comments Accepted by ACL 2022

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei

Comments Findings of ACL 2022

Universal Conditional Masked Language Pre-training for Neural Machine Translation

Pengfei Li, Liangyou Li, Meng Zhang, Minghao Wu, Qun Liu

Comments Accepted to ACL 2022 Main conference

Knowledge-Augmented Language Models for Cause-Effect Relation Classification

Pedram Hosseini, David A. Broniatowski, Mona Diab

Comments Accepted to Commonsense Representation and Reasoning (CSRR) @ ACL 2022

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog

Feilong Chen, Xiuyi Chen, Fandong Meng, Peng Li, Jie Zhou

Comments ACL Findings 2021. arXiv admin note: text overlap with arXiv:2109.06013

Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning

Chiyu Zhang, Muhammad Abdul-Mageed

Comments 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis at ACL 2022 (corrected typos)

Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models

Juliette Millet, Ioana Chitoran, Ewan Dunbar

Journal ref 2021. In Proceedings of the 25th Conference on Computational Natural Language Learning, pages 661-673, Online. Association for Computational Linguistics

Do self-supervised speech models develop human-like perception biases?

Juliette Millet, Ewan Dunbar

Journal ref 2022. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 7591-7605, Dublin, Ireland. Association for Computational Linguistics

Learning to Ground Visual Objects for Visual Dialog

Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang

Comments Findings of the Association for Computational Linguistics: EMNLP 2021

Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation

Verna Dankers, Christopher G. Lucas, Ivan Titov

Comments Published at ACL 2022

Label Semantic Aware Pre-training for Few-shot Text Classification

Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

Comments Accepted at ACL 2022

Lightweight Cross-Lingual Sentence Representation Learning

Zhuoyuan Mao, Prakhar Gupta, Pei Wang, Chenhui Chu, Martin Jaggi, Sadao Kurohashi

Comments ACL 2021 main conference; modified Eq. (2)

Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions

Haitao Lin, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong

Comments Accepted by ACL 2022 main conference

Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion

Seongmin Park, Jihwa Lee

Comments WIT Workshop @ ACL2022

Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions

Tatsuya Ide, Daisuke Kawahara

Comments ACL Student Research Workshop (SRW) 2022

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing

Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei

Comments Accepted by ACL 2022 main conference

Prompt Tuning for Discriminative Pre-trained Language Models

Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang

Comments Accepted by Findings of ACL 2022

Down and Across: Introducing Crossword-Solving as a New NLP Benchmark

Saurabh Kulshreshtha, Olga Kovaleva, Namrata Shivagunde, Anna Rumshisky

Comments Accepted as long paper at ACL 2022

ProtoTEx: Explaining Model Decisions with Prototype Tensors

Anubrata Das, Chitrank Gupta, Venelin Kovatchev, Matthew Lease, Junyi Jessy Li

Comments Accepted in ACL Main 2022

Calibration of Machine Reading Systems at Scale

Shehzaad Dhuliawala, Leonard Adolphs, Rajarshi Das, Mrinmaya Sachan

Comments Accepted at ACL 2022 Findings

Consistent Representation Learning for Continual Relation Extraction

Kang Zhao, Hua Xu, Jiangong Yang, Kai Gao

Comments Accepted to Findings of ACL 2022

DS-TOD: Efficient Domain Specialization for Task Oriented Dialog

Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš

Comments Findings of ACL 2022

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models

Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier

Comments ACL 2022; code and data are released at https://github.com/cambridgeltl/medlama

Dependency Parsing as MRC-based Span-Span Prediction

Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li

Comments Accepted by ACL 2022 Main Conference