ACL

Graph Pre-training for AMR Parsing and Generation

Xuefeng Bai, Yulong Chen, Yue Zhang

Comments ACL2022 camera-ready final version

On Length Divergence Bias in Textual Matching Models

Lan Jiang, Tianshu Lyu, Yankai Lin, Meng Chong, Xiaoyong Lyu, Dawei Yin

Comments Accepted to Findings of ACL 2022

XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding

Chan-Jan Hsu, Hung-yi Lee, Yu Tsao

Comments ACL 2022

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation

Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong

Comments 8 pages,6 figures, Accepted by ACL 2022 main conference

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension

Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach

Comments ACL 2022

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective

Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang, Tao Gui, Liang Qiao, Zhanzhan Cheng, Xuanjing Huang

Comments Accepted as a long paper at ACL 2022

Structured Pruning Learns Compact and Accurate Models

Mengzhou Xia, Zexuan Zhong, Danqi Chen

Comments Accepted to ACL 2022; The code and models are available at https://github.com/princeton-nlp/CoFiPruning

TableFormer: Robust Transformer Modeling for Table-Text Encoding

Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul

Comments ACL 2022, 10 pages

LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework

Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze

Comments Findings of ACL: NAACL 2022

Debiased Contrastive Learning of Unsupervised Sentence Representations

Kun Zhou, Beichen Zhang, Wayne Xin Zhao, Ji-Rong Wen

Comments 11 pages, accepted by ACL 2022 main conference

Leveraging Emotion-specific Features to Improve Transformer Performance for Emotion Classification

Shaily Desai, Atharva Kshirsagar, Aditi Sidnerlikar, Nikhil Khodake, Manisha Marathe

Comments 4 pages, 2 figures, to be published at the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis(WASSA 2022) held at ACL 2022

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?

En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya D. McCarthy

Comments Accepted to Findings of ACL 2022

Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization

Sanjeev Kumar Karn, Ning Liu, Hinrich Schuetze, Oladimeji Farri

Comments Accepted at 60th Annual Meeting of the Association for Computational Linguistics 2022 Main Conference

Journal ref 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, 2022

Modular Domain Adaptation

Junshen K. Chen, Dallas Card, Dan Jurafsky

Comments Findings of ACL (2022)

Developmental Negation Processing in Transformer Language Models

Antonio Laverghetta, John Licato

Comments To appear as a short paper at ACL 2022

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

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

Comments 9 pages. ACL 2022 ECNLP Workshop

Journal ref ECNLP 2022

What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification

Elisa Bassignana, Barbara Plank

Comments Accepted at the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop (2022)

Improving robustness of language models from a geometry-aware perspective

Bin Zhu, Zhaoquan Gu, Le Wang, Jinyin Chen, Qi Xuan

Comments accepted at Findings of ACL 2022

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

Kai Nakamura, Sharon Levy, Yi-Lin Tuan, Wenhu Chen, William Yang Wang

Comments Findings of ACL 2022

Counterfactual Explanations for Natural Language Interfaces

George Tolkachev, Stephen Mell, Steve Zdancewic, Osbert Bastani

Comments 6 pages, 1 figure, 1 algorithm, 1 table. To be published in Association for Computational Linguistics 2022 conference

Probing Simile Knowledge from Pre-trained Language Models

Weijie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen, Le Zhang, Yadong Xi, Yijiang Chen, Chang Su

Comments Long paper accepted at ACL 2022

Plug-and-Play Adaptation for Continuously-updated QA

Kyungjae Lee, Wookje Han, Seung-won Hwang, Hwaran Lee, Joonsuk Park, Sang-Woo Lee

Comments Accepted at Findings of ACL 2022

hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification

Mithun Das, Somnath Banerjee, Animesh Mukherjee

Comments Accepted at ACL 2022 DravidianLangTech Workshop

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image

Hyewon Choi, Yejun Yoon, Seunghyun Yoon, Kunwoo Park

Comments 9 pages, 8 figures including appendix figure, 2 tables. Published in Findings of ACL workshop, CONSTRAINT 2022 (Long paper). The manuscript is slightly revised after the camera ready version

Things not Written in Text: Exploring Spatial Commonsense from Visual Signals

Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao

Comments Accepted by ACL 2022 main conference

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

Canwen Xu, Daya Guo, Nan Duan, Julian McAuley

Comments ACL 2022 (Findings)

Why don't people use character-level machine translation?

Jindřich Libovický, Helmut Schmid, Alexander Fraser

Comments 16 pages, 4 figures; Findings of ACL 2022, camera-ready

Neural String Edit Distance

Jindřich Libovický, Alexander Fraser

Comments 14 pages, 5 figures; Workshop on Structured Prediction for NLP @ACL 2022, camera-ready

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective

Edoardo Manino, Julia Rozanova, Danilo Carvalho, Andre Freitas, Lucas Cordeiro

Comments Findings of the Association for Computational Linguistics 2022

Flow-Adapter Architecture for Unsupervised Machine Translation

Yihong Liu, Haris Jabbar, Hinrich Schütze

Comments ACL 2022