ACL

The Grammar-Learning Trajectories of Neural Language Models

Leshem Choshen, Guy Hacohen, Daphna Weinshall, Omri Abend

Comments ACL camera-ready

Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors

Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko

Comments accepted to be published at ACL2022

EntSUM: A Data Set for Entity-Centric Summarization

Mounica Maddela, Mayank Kulkarni, Daniel Preotiuc-Pietro

Comments Accepted at ACL 2022

$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation

Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li

Comments 12 pages, 5 figures, 6 tables. Accepted as a long paper in the main conference of ACL-2022

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Gaurav Sahu, Pau Rodriguez, Issam H. Laradji, Parmida Atighehchian, David Vazquez, Dzmitry Bahdanau

Comments Accepted to 4th Workshop on NLP for Conversational AI, ACL 2022

Estimating the Entropy of Linguistic Distributions

Aryaman Arora, Clara Meister, Ryan Cotterell

Comments 21 pages (5 pages main text). 4 figures. Accepted to ACL 2022

Aligned Weight Regularizers for Pruning Pretrained Neural Networks

James O' Neill, Sourav Dutta, Haytham Assem

Comments Accepted to ACL Findings 2022

Continual Sequence Generation with Adaptive Compositional Modules

Yanzhe Zhang, Xuezhi Wang, Diyi Yang

Comments 15 pages, ACL 2022

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts

Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Comments Accepted to ACL Findings 2022

Impact of Evaluation Methodologies on Code Summarization

Pengyu Nie, Jiyang Zhang, Junyi Jessy Li, Raymond J. Mooney, Milos Gligoric

Comments Accepted as a conference paper in ACL 2022

Breaking Down Multilingual Machine Translation

Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh, Graham Neubig

Comments ACL 2022 Findings

Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study

Serra Sinem Tekiroglu, Helena Bonaldi, Margherita Fanton, Marco Guerini

Comments To appear in "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL): Findings"

Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors

Wanyu Du, Jianqiao Zhao, Liwei Wang, Yangfeng Ji

Comments Accepted by 6th Workshop on Structured Prediction for NLP at ACL2022

On Efficiently Acquiring Annotations for Multilingual Models

Joel Ruben Antony Moniz, Barun Patra, Matthew R. Gormley

Comments ACL 2022 (Short Paper)

Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging

Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che

Comments Accepted by ACL-findings 2022

Co-VQA : Answering by Interactive Sub Question Sequence

Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang

Comments Accepted by Findings of ACL 2022

Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding

Soumya Chatterjee, Sunita Sarawagi, Preethi Jyothi

Comments 15 pages, 2 figures. ACL 2022

Efficient Argument Structure Extraction with Transfer Learning and Active Learning

Xinyu Hua, Lu Wang

Comments Findings of ACL 2022, long paper

CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation

Nishant Kambhatla, Logan Born, Anoop Sarkar

Comments ACL 2022 Main Conf. camera ready version

ANNA: Enhanced Language Representation for Question Answering

Changwook Jun, Hansol Jang, Myoseop Sim, Hyun Kim, Jooyoung Choi, Kyungkoo Min, Kyunghoon Bae

Comments 11 pages, 3 figures

Journal ref ACL 2022 Workshop RepL4NLP Submission

Mix and Match: Learning-free Controllable Text Generation using Energy Language Models

Fatemehsadat Mireshghallah, Kartik Goyal, Taylor Berg-Kirkpatrick

Comments Camera ready--ACL 2022 (minor edits)

HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing

Yanzhao Zheng, Haibin Wang, Baohua Dong, Xingjun Wang, Changshan Li

Comments Accepted at ACL 2022 Findings

Rethinking and Refining the Distinct Metric

Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu, Minlie Huang

Comments 4 pages, to be published at ACL2022

An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models

Nicholas Meade, Elinor Poole-Dayan, Siva Reddy

Comments ACL 2022

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark

Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang

Comments Accepted to Findings of ACL 2022 (Long Paper)

Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition

Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang

Comments Accepted by ACL 2022 Findings, Long Paper

BERT Learns to Teach: Knowledge Distillation with Meta Learning

Wangchunshu Zhou, Canwen Xu, Julian McAuley

Comments ACL 2022 (main conference)

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan

Comments Accepted by ACL2022 main conference

Learning Disentangled Representations of Negation and Uncertainty

Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou

Comments Accepted to ACL 2022. 18 pages, 7 figures. Code and data are available at https://github.com/jvasilakes/disentanglement-vae

Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models

Felix Stahlberg, Ilia Kulikov, Shankar Kumar

Comments ACL 2022 paper