ACL

Can Synthetic Translations Improve Bitext Quality?

Eleftheria Briakou, Marine Carpuat

Comments ACL 2022

Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering

Jun Gao, Wei Wang, Changlong Yu, Huan Zhao, Wilfred Ng, Ruifeng Xu

Comments ACL 2022

Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation

Yong Cheng, Ankur Bapna, Orhan Firat, Yuan Cao, Pidong Wang, Wolfgang Macherey

Comments ACL 2022

CARETS: A Consistency And Robustness Evaluative Test Suite for VQA

Carlos E. Jimenez, Olga Russakovsky, Karthik Narasimhan

Comments ACL 2022

On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency

Seo Yeon Park, Cornelia Caragea

Comments Accepted at ACL 2022 main conference

Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations

Robert Wolfe, Aylin Caliskan

Comments To be published in ACL 2022

A Neural Pairwise Ranking Model for Readability Assessment

Justin Lee, Sowmya Vajjala

Comments to appear in Findings of ACL 2022

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information

Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun, Hai-Tao Zheng

Comments Accepted by Findings of ACL 2022 as a long paper. Camera-ready version

Revisiting the Compositional Generalization Abilities of Neural Sequence Models

Arkil Patel, Satwik Bhattamishra, Phil Blunsom, Navin Goyal

Comments ACL 2022

Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking

Tuan Manh Lai, Heng Ji, ChengXiang Zhai

Comments ACL 2022 (Findings)

A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models

Woojeong Jin, Yu Cheng, Yelong Shen, Weizhu Chen, Xiang Ren

Comments Accepted to ACL 2022

Unsupervised Natural Language Inference Using PHL Triplet Generation

Neeraj Varshney, Pratyay Banerjee, Tejas Gokhale, Chitta Baral

Comments ACL 2022 Findings

Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages

C. M. Downey, Shannon Drizin, Levon Haroutunian, Shivin Thukral

Comments ACL 2022 camera-ready

Training Dynamics for Text Summarization Models

Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett

Comments ACL 2022 Findings

ASPECTNEWS: Aspect-Oriented Summarization of News Documents

Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, Greg Durrett

Comments ACL 2022

Structural Characterization for Dialogue Disentanglement

Xinbei Ma, Zhuosheng Zhang, Hai Zhao

Comments Accepted by ACL2022

Can Explanations Be Useful for Calibrating Black Box Models?

Xi Ye, Greg Durrett

Comments ACL 2022

Semantically Distributed Robust Optimization for Vision-and-Language Inference

Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee, Chitta Baral, Yezhou Yang

Comments Findings of ACL 2022; code available at https://github.com/ASU-APG/VLI_SDRO

AraT5: Text-to-Text Transformers for Arabic Language Generation

El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed

Comments Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022). All authors contributed equally

A Statutory Article Retrieval Dataset in French

Antoine Louis, Gerasimos Spanakis

Comments ACL 2022. Code and dataset are available at https://github.com/maastrichtlawtech/bsard

Noisy Channel Language Model Prompting for Few-Shot Text Classification

Sewon Min, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer

Comments 15 pages, 6 figures. Published as a conference paper at ACL 2022 (long). Code available at https://github.com/shmsw25/Channel-LM-Prompting

FaVIQ: FAct Verification from Information-seeking Questions

Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi

Comments ACL 2022(long). Data & Code available at https://faviq.github.io

Memorisation versus Generalisation in Pre-trained Language Models

Michael Tänzer, Sebastian Ruder, Marek Rei

Comments 15 pages, 25 figures. To be published in ACL2022

Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation

Max Bartolo, Tristan Thrush, Robin Jia, Sebastian Riedel, Pontus Stenetorp, Douwe Kiela

Comments EMNLP 2021

Journal ref Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, p.8830-8848. Association for Computational Linguistics

Medical Code Assignment with Gated Convolution and Note-Code Interaction

Shaoxiong Ji, Shirui Pan, Pekka Marttinen

Comments Findings of ACL-IJCNLP 2021

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts

Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang

Comments ACL 2022 (Findings); Code is at https://github.com/DM2-ND/MoKGE

FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing

Ilias Chalkidis, Tommaso Pasini, Sheng Zhang, Letizia Tomada, Sebastian Felix Schwemer, Anders Søgaard

Comments 9 pages, long paper at ACL 2022 proceedings

CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei

Comments ACL 2022 main conference

Interpretability for Language Learners Using Example-Based Grammatical Error Correction

Masahiro Kaneko, Sho Takase, Ayana Niwa, Naoaki Okazaki

Comments ACL 2022

S$^2$SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers

Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Bowen Li, Jian Sun, Yongbin Li

Comments Accepted at ACL 2022 Findings