ACL

As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning

Jannis Vamvas, Rico Sennrich

Comments ACL 2022

Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation

KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak

Comments Findings of ACL 2022

A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation

Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu, Yilong He, Yuan Ni, Guotong Xie, Xuanjing Huang, Xipeng Qiu

Comments Accepted to Findings of ACL 2022

Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking

Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park

Comments ACL 2022 (Long, Findings)

Open Relation Modeling: Learning to Define Relations between Entities

Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu

Comments Accepted to Findings of ACL 2022

Making Transformers Solve Compositional Tasks

Santiago Ontañón, Joshua Ainslie, Vaclav Cvicek, Zachary Fisher

Comments Source code: https://github.com/google-research/google-research/tree/master/compositional_transformers

Journal ref ACL 2022

Training ELECTRA Augmented with Multi-word Selection

Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han

Comments Accepted in Findings of ACL 2021

Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Yao Lu, Max Bartolo, Alastair Moore, Sebastian Riedel, Pontus Stenetorp

Comments ACL 2022

Controlling the Focus of Pretrained Language Generation Models

Jiabao Ji, Yoon Kim, James Glass, Tianxing He

Journal ref ACL Findings 2022

The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking

Yinghui Li, Qingyu Zhou, Yangning Li, Zhongli Li, Ruiyang Liu, Rongyi Sun, Zizhen Wang, Chao Li, Yunbo Cao, Hai-Tao Zheng

Comments Long paper, accepted at the Findings of ACL 2022

E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models

Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang

Comments ACL 2022

"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction

Yong Dai, Linyang Li, Cong Zhou, Zhangyin Feng, Enbo Zhao, Xipeng Qiu, Piji Li, Duyu Tang

Comments Short paper in Findings of ACL 2022

Exploring and Adapting Chinese GPT to Pinyin Input Method

Minghuan Tan, Yong Dai, Duyu Tang, Zhangyin Feng, Guoping Huang, Jing Jiang, Jiwei Li, Shuming Shi

Comments To appear in ACL 2022

Learning the Beauty in Songs: Neural Singing Voice Beautifier

Jinglin Liu, Chengxi Li, Yi Ren, Zhiying Zhu, Zhou Zhao

Comments Accepted by ACL 2022 Main conference; Code: https://github.com/MoonInTheRiver/NeuralSVB

It's not Rocket Science : Interpreting Figurative Language in Narratives

Tuhin Chakrabarty, Yejin Choi, Vered Shwartz

Comments Accepted to TACL ( To be presented at ACL 2022, Dublin)

On the Importance of Effectively Adapting Pretrained Language Models for Active Learning

Katerina Margatina, Loïc Barrault, Nikolaos Aletras

Comments To appear at ACL 2022

MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning

Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie

Comments 14 pages, 6 figures, Findings of ACL 2022

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung

Comments long paper, accepted to ACL 2022 findings

Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs

Chao Shang, Guangtao Wang, Peng Qi, Jing Huang

Comments 10 pages, 2 figures

Journal ref ACL 2022

Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings

Neeraj Varshney, Swaroop Mishra, Chitta Baral

Comments ACL 2022 Findings

An Empirical Study on Explanations in Out-of-Domain Settings

George Chrysostomou, Nikolaos Aletras

Comments ACL2022 Pre-print

Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework

Zhihong Shao, Minlie Huang

Comments Accepted to ACL 2022 Main conference; Code available at https://github.com/ZhihongShao/RECTIFY

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai, Yi-An Lai, Yi Zhang

Comments Camera-ready for ACL2022 main conference

Attention Temperature Matters in Abstractive Summarization Distillation

Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei

Comments Accepted in ACL 2022 Main conference

CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions

Tayfun Ates, M. Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret

Comments Accepted to Findings of ACL 2022

Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks

Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Zhongyuan Wang, Songlin Hu

Comments ACL 2022 Main Conference Accepted

Data-to-text Generation with Variational Sequential Planning

Ratish Puduppully, Yao Fu, Mirella Lapata

Comments To appear in Transactions of the Association for Computational Linguistics (TACL); 18 pages

LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding

Jiapeng Wang, Lianwen Jin, Kai Ding

Comments ACL 2022 Main conference

MSCTD: A Multimodal Sentiment Chat Translation Dataset

Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou

Comments Accepted at ACL 2022 as a long paper of main conference. Code and data: https://github.com/XL2248/MSCTD

UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining

Jiacheng Li, Jingbo Shang, Julian McAuley

Comments Accepted as ACL 2022 main conference paper