ACL

Read Top News First: A Document Reordering Approach for Multi-Document News Summarization

Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen McKeown, Snigdha Chaturvedi

Comments Accepted at Findings of ACL 2022

Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation

Kaushal Kumar Maurya, Maunendra Sankar Desarkar

Journal ref Findings of ACL 2022

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension

Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen

Comments Accepted at ACL 2022

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq Joty, Enamul Hoque

Comments Accepted by ACL 2022 Findings

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study

David Guriel, Omer Goldman, Reut Tsarfaty

Comments ACL 2022

ConTinTin: Continual Learning from Task Instructions

Wenpeng Yin, Jia Li, Caiming Xiong

Comments ACL'2022 camera-ready

Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost

Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek

Comments Long paper accepted by ACL main conference. 17 pages

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning

Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng

Comments ACL 2022 main conference

Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice

Andreas Grivas, Nikolay Bogoychev, Adam Lopez

Comments Preprint of conference paper accepted at ACL 2022

Hierarchical Sketch Induction for Paraphrase Generation

Tom Hosking, Hao Tang, Mirella Lapata

Comments Accepted at ACL 2022

Just Rank: Rethinking Evaluation with Word and Sentence Similarities

Bin Wang, C. -C. Jay Kuo, Haizhou Li

Comments Accepted as Main Conference for ACL 2022. Code: https://github.com/BinWang28/EvalRank-Embedding-Evaluation

Open Domain Question Answering with A Unified Knowledge Interface

Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

Comments ACL 2022 camera ready

Large Scale Substitution-based Word Sense Induction

Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg

Comments ACL 2022

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling

Prathyusha Jwalapuram, Shafiq Joty, Xiang Lin

Comments Accepted at ACL 2022

Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects

Go Inoue, Salam Khalifa, Nizar Habash

Comments Accepted to Findings of ACL 2022

Dict-BERT: Enhancing Language Model Pre-training with Dictionary

Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang

Comments ACL 2022 (Findings)

Towards Learning (Dis)-Similarity of Source Code from Program Contrasts

Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty

Comments ACL 2022 Camera-Ready

Co-training an Unsupervised Constituency Parser with Weak Supervision

Nickil Maveli, Shay B. Cohen

Comments Accepted to Findings of ACL 2022

RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering

Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

Comments ACL 2022 Camera-ready

(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance

Omer Goldman, David Guriel, Reut Tsarfaty

Comments ACL 2022

Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers

Christopher Schröder, Andreas Niekler, Martin Potthast

Comments ACL 2022 Findings

BertGCN: Transductive Text Classification by Combining GCN and BERT

Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu

Comments Accepted by Findings of ACL 2021

Simulating Bandit Learning from User Feedback for Extractive Question Answering

Ge Gao, Eunsol Choi, Yoav Artzi

Comments ACL 2022

RELIC: Retrieving Evidence for Literary Claims

Katherine Thai, Yapei Chang, Kalpesh Krishna, Mohit Iyyer

Comments ACL 2022 camera ready (19 pages)

Challenges and Strategies in Cross-Cultural NLP

Daniel Hershcovich, Stella Frank, Heather Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard

Comments ACL 2022 - Theme track

CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding

Milan Gritta, Ruoyu Hu, Ignacio Iacobacci

Comments Long paper (multilingual track) to appear at ACL (Findings) 2022

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

Shengding Hu, Ning Ding, Huadong Wang, Zhiyuan Liu, Jingang Wang, Juanzi Li, Wei Wu, Maosong Sun

Comments ACL 2022 main

Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation

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

Comments Accepted at ACL 2022

Prototypical Verbalizer for Prompt-based Few-shot Tuning

Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu

Comments 11 pages. ACL 2022 main conference

PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning

Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang

Comments ACL 2022 (Main Conference). Code: https://github.com/rz-zhang/PRBoost

Journal ref ACL 2022