ACL

A recipe for annotating grounded clarifications

Luciana Benotti, Patrick Blackburn

Comments Accepted for publication at the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)

Journal ref https://aclanthology.org/2021.naacl-main.320

ELLE: Efficient Lifelong Pre-training for Emerging Data

Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou

Comments Findings of ACL 2022

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition

Hanlei Zhang, Xiaoteng Li, Hua Xu, Panpan Zhang, Kang Zhao, Kai Gao

Comments Published in ACL 2021, demo paper

Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions

Ziheng Zeng, Suma Bhat

Comments This paper is accepted by Transactions of the Association for Computational Linguistics (TACL)

MReD: A Meta-Review Dataset for Structure-Controllable Text Generation

Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si

Comments 15 pages, 5 figures, accepted at ACL 2022

Automated Crossword Solving

Eric Wallace, Nicholas Tomlin, Albert Xu, Kevin Yang, Eshaan Pathak, Matthew Ginsberg, Dan Klein

Comments ACL 2022

Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection

Pedro Henrique Luz de Araujo, Benjamin Roth

Comments 9 pages, 5 figures. Accepted at the First Workshop on Efficient Benchmarking in NLP (NLP Power!)

Journal ref In Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP, 2022, pages 75-83, Dublin, Ireland. Association for Computational Linguistics

Hate Speech Criteria: A Modular Approach to Task-Specific Hate Speech Definitions

Urja Khurana, Ivar Vermeulen, Eric Nalisnick, Marloes van Noorloos, Antske Fokkens

Comments Accepted at WOAH 2022, co-located at NAACL 2022. Cite ACL version

Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction

Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen

Comments Published at ACL 2022

Journal ref Proceedings of ACL 2022 (Volume 2: Short Papers), 227--234

Towards Lexical Gender Inference: A Scalable Methodology using Online Databases

Marion Bartl, Susan Leavy

Comments 12 pages, 4 tables, 2 figures. Article published under different title in Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion at ACL 2022

Dependency Parsing with Backtracking using Deep Reinforcement Learning

Franck Dary, Maxime Petit, Alexis Nasr

Comments Accepted for publication in Transactions of the Association for Computational Linguistics

Simplifying Semantic Annotations of SMCalFlow

Joram Meron

Comments Published in the Proceedings of the 18th Joint ACL - ISO Workshop on Interoperable Semantic Annotation within LREC2022

Journal ref http://www.lrec-conf.org/proceedings/lrec2022/workshops/ISA-18/index.html

Analyzing Encoded Concepts in Transformer Language Models

Hassan Sajjad, Nadir Durrani, Fahim Dalvi, Firoj Alam, Abdul Rafae Khan, Jia Xu

Comments 20 pages, 10 figures

Journal ref 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics

A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data

Raviraj Joshi, Anupam Singh

Comments Accepted at ECNLP @ACL 2022

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base

Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang

Comments ACL 2022 Main Conference Long Paper

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold

Sebastian Ruder, Ivan Vulić, Anders Søgaard

Comments Findings of ACL 2022

Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank

Ethan C. Chau, Lucy H. Lin, Noah A. Smith

Comments In Findings of EMNLP 2020

Journal ref Findings of ACL: EMNLP (2020) 1324-1334

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang, Nan Duan

Journal ref ACL 2022

NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge

Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng

Journal ref 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models

Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava

Comments Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Improving the Adversarial Robustness of NLP Models by Information Bottleneck

Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh

Journal ref Findings of the Association for Computational Linguistics: ACL 2022, 3588-3598

Comparative Snippet Generation

Saurabh Jain, Yisong Miao, Min-Yen Kan

Journal ref In Proceedings of The Fifth Workshop on e-Commerce and NLP (ECNLP 5), pages 49-57, Dublin, Ireland. Association for Computational Linguistics (2022)

Multilingual Detection of Personal Employment Status on Twitter

Manuel Tonneau, Dhaval Adjodah, João Palotti, Nir Grinberg, Samuel Fraiberger

Comments ACL 2022 main conference. Data and models available at https://github.com/manueltonneau/twitter-unemployment

Abstraction not Memory: BERT and the English Article System

Harish Tayyar Madabushi, Dagmar Divjak, Petar Milin

Comments Accepted for publication at 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022). Data and code available at https://github.com/H-TayyarMadabushi/Abstraction-not-Memory-BERT-and-the-English-Article-System-NAACL-2022

Graph Enhanced Contrastive Learning for Radiology Findings Summarization

Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang

Comments 9 pages, 5 figures, Accepted to ACL 2022 Main Conference

Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings

Sangwon Yu, Jongyoon Song, Heeseung Kim, Seong-min Lee, Woo-Jong Ryu, Sungroh Yoon

Comments ACL 2022 Main Conference Camera-Ready Version

Journal ref Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, May 2022

Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings

Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Lorraine Li, Andrew McCallum

Journal ref Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2022

Relevant CommonSense Subgraphs for "What if..." Procedural Reasoning

Chen Zheng, Parisa Kordjamshidi

Comments Accepted by ACL 2022 findings short paper

The Document Vectors Using Cosine Similarity Revisited

Zhang Bingyu, Nikolay Arefyev

Journal ref Proceedings of the Third Workshop on Insights from Negative Results in NLP, pages 129-133, Dublin, Ireland. Association for Computational Linguistics. 2022

SummScreen: A Dataset for Abstractive Screenplay Summarization

Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel

Comments ACL 2022