ACL 2022

1,617 papers

Counterfactual Explanations for Natural Language Interfaces

George Tolkachev, Stephen Mell, Stephan Zdancewic, Osbert Bastani

Pixie: Preference in Implicit and Explicit Comparisons

Amanul Haque, Vaibhav Garg, Hui GUO, Munindar Singh

Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models

Chengyu Chuang, Yi Yang

Does BERT Know that the IS-A Relation Is Transitive?

Ruixi Lin, Hwee Tou Ng

Automatic Detection of Entity-Manipulated Text using Factual Knowledge

Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan

On Efficiently Acquiring Annotations for Multilingual Models

Joel Ruben Antony Moniz, Barun Patra, Matthew Gormley

P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks

Xiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du

Voxel-informed Language Grounding

Rodolfo Corona, Shizhan Zhu, Dan Klein, Trevor Darrell

Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning

Yutao Mou, Keqing He, Yanan Wu, Zhiyuan Zeng, Hong Xu

On the probability–quality paradox in language generation

Clara Meister, Gian Wiher, Tiago Pimentel, Ryan Cotterell

Have my arguments been replied to? Argument Pair Extraction as Machine Reading Comprehension

Jianzhu Bao, Jingyi Sun, Qinglin Zhu, Ruifeng Xu

Analyzing Wrap-Up Effects through an Information-Theoretic Lens

Clara Meister, Tiago Pimentel, Thomas Clark, Ryan Cotterell, Roger Levy

Are Shortest Rationales the Best Explanations for Human Understanding?

Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao Huang

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models

Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel

Probing for the Usage of Grammatical Number

Karim Lasri, Tiago Pimentel, Alessandro Lenci, Thierry Poibeau, Ryan Cotterell

Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection

Xin Huang, Ashish Khetan, Rene Bidart, Zohar Karnin

The Moral Debater: A Study on the Computational Generation of Morally Framed Arguments

Milad Alshomary, Roxanne El Baff, Timon Gurcke, Henning Wachsmuth

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons

Akash Kumar Mohankumar, Mitesh Khapra

Modeling Persuasive Discourse to Adaptively Support Students’ Argumentative Writing

Thiemo Wambsganss, Christina Niklaus

Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge

Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie

RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization

Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu, Takashi Miyazaki, Hideki Nakayama

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding

Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao

Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining

Chih-chan Tien, Shane Steinert-Threlkeld

Lite Unified Modeling for Discriminative Reading Comprehension

Yilin Zhao, Hai Zhao, Libin Shen, Yinggong Zhao

Text-Free Prosody-Aware Generative Spoken Language Modeling

Eugene Kharitonov, Ann Lee, Adam Polyak, Yossi Adi, Jade Copet

FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Jing Zhou, Yanan Zheng, Jie Tang, Li Jian, Zhilin Yang

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

Felix Stahlberg, Ilia Kulikov, Shankar Kumar

Sparsifying Transformer Models with Trainable Representation Pooling

Michał Pietruszka, Łukasz Borchmann, Łukasz Garncarek

SummScreen: A Dataset for Abstractive Screenplay Summarization

Mingda Chen, Zewei Chu, Sam Wiseman, Kevin Gimpel

Towards Better Characterization of Paraphrases

Timothy Liu, De Wen Soh

Your Answer is Incorrect... Would you like to know why? Introducing a Bilingual Short Answer Feedback Dataset

Anna Filighera, Siddharth Parihar, Tim Steuer, Tobias Meuser, Sebastian Ochs

Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies

Angela Fan, Claire Gardent

Inferring Rewards from Language in Context

Jessy Lin, Daniel Fried, Dan Klein, Anca Dragan

Few-Shot Learning with Siamese Networks and Label Tuning

Thomas Müller, Guillermo Pérez-Torró, Marc Franco-Salvador

French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English

Aurélie Névéol, Yoann Dupont, Julien Bezançon, Karën Fort

Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing

Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara

Knowledge Neurons in Pretrained Transformers

Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Baobao Chang

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities

Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia

Internet-Augmented Dialogue Generation

Mojtaba Komeili, Kurt Shuster, Jason Weston

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires

Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan

Deduplicating Training Data Makes Language Models Better

Katherine Lee, Daphne Ippolito, Andrew Nystrom, Chiyuan Zhang, Douglas Eck

PPT: Pre-trained Prompt Tuning for Few-shot Learning

Yuxian Gu, Xu Han, Zhiyuan Liu, Minlie Huang

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation

Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian

Learning Disentangled Representations of Negation and Uncertainty

Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou

Ethics Sheets for AI Tasks

Saif Mohammad

A Comparison of Strategies for Source-Free Domain Adaptation

Xin Su, Yiyun Zhao, Steven Bethard

ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation

Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou

Label Semantic Aware Pre-training for Few-shot Text Classification

Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov

Generating Scientific Definitions with Controllable Complexity

Tal August, Katharina Reinecke, Noah A. Smith

The Grammar-Learning Trajectories of Neural Language Models

Leshem Choshen, Guy Hacohen, Daphna Weinshall, Omri Abend

VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena

Letitia Parcalabescu, Michele Cafagna, Lilitta Muradjan, Anette Frank, Iacer Calixto

Uncertainty Estimation of Transformer Predictions for Misclassification Detection

Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov

Coherence boosting: When your pretrained language model is not paying enough attention

Nikolay Malkin, Zhen Wang, Nebojsa Jojic

Revisiting Over-Smoothness in Text to Speech

Yi Ren, Xu Tan, Tao Qin, Zhou Zhao, Tie-yan Liu

Flexible Generation from Fragmentary Linguistic Input

Peng Qian, Roger Levy

Multimodal Sarcasm Target Identification in Tweets

Jiquan Wang, Lin Sun, Yi Liu, Meizhi Shao, Zengwei Zheng

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings

Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation

Yulin Xu, Zhen Yang, Fandong Meng, Jie Zhou

Program Transfer for Answering Complex Questions over Knowledge Bases

Shulin Cao, Jiaxin Shi, Zijun Yao, Xin Lv, Jifan Yu

UniTE: Unified Translation Evaluation

Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen

Situated Dialogue Learning through Procedural Environment Generation

Prithviraj Ammanabrolu, Renee Jia, Mark Riedl

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

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

Ditch the Gold Standard: Re-evaluating Conversational Question Answering

Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen

Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions

Haw-Shiuan Chang, Andrew McCallum

Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition

Liming Wang, Siyuan Feng, Mark Hasegawa-Johnson, Chang Yoo

Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs

Chao Shang, Guangtao Wang, Peng Qi, Jing Huang

LinkBERT: Pretraining Language Models with Document Links

Michihiro Yasunaga, Jure Leskovec, Percy Liang

A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation

Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao

Learning the Beauty in Songs: Neural Singing Voice Beautifier

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

Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models

Junjie Chen, Xiangheng He, Yusuke Miyao

Lexical Knowledge Internalization for Neural Dialog Generation

Zhiyong Wu, Wei Bi, Xiang Li, Lingpeng Kong, Ben Kao

Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation

Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Weihua Luo

Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization

Puyuan Liu, Chenyang Huang, Lili Mou

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li

Can Pre-trained Language Models Interpret Similes as Smart as Human?

Qianyu He, Sijie Cheng, Zhixu Li, Rui Xie, Yanghua Xiao

Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation

Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang

Fair and Argumentative Language Modeling for Computational Argumentation

Carolin Holtermann, Anne Lauscher, Simone Ponzetto

That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory

Xuemei Tang, Qi Su

Local Languages, Third Spaces, and other High-Resource Scenarios

Steven Bird

“That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks

Edoardo Mosca, Shreyash Agarwal, Javier Rando Ramírez, Georg Groh

Entity-based Neural Local Coherence Modeling

Sungho Jeon, Michael Strube

Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?

Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty

Dependency-based Mixture Language Models

Zhixian Yang, Xiaojun Wan

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

Jiapeng Wang, LianWen Jin, Kai Ding

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation

Nitay Calderon, Eyal Ben-David, Amir Feder, Roi Reichart

Probing for Labeled Dependency Trees

Max Müller-Eberstein, Rob van der Goot, Barbara Plank

How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation?

Xunjian Yin, Xiaojun Wan

Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm Generation

Silviu Vlad Oprea, Steven Wilson, Walid Magdy

Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages

Wietse de Vries, Martijn Wieling, Malvina Nissim

Prediction Difference Regularization against Perturbation for Neural Machine Translation

Dengji Guo, Zhengrui Ma, Min Zhang, Yang Feng

Overcoming a Theoretical Limitation of Self-Attention

David Chiang, Peter Cholak

Cluster & Tune: Boost Cold Start Performance in Text Classification

Eyal Shnarch, Ariel Gera, Alon Halfon, Lena Dankin, Leshem Choshen

Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing

Suixin Ou, Yongmei Liu

Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions

Jing Gu, Eliana Stefani, Qi Wu, Jesse Thomason, Xin Wang

Do self-supervised speech models develop human-like perception biases?

Juliette MILLET, Ewan Dunbar

ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments

Ruolan Yang, Zitong Li, Haifeng Tang, Kenny Zhu

Memorisation versus Generalisation in Pre-trained Language Models

Michael Tänzer, Sebastian Ruder, Marek Rei

An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models

Sweta Agrawal, Marine Carpuat

Adapting Coreference Resolution Models through Active Learning

Michelle Yuan, Patrick Xia, Chandler May, Benjamin Van Durme, Jordan Boyd-Graber

Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas

Raphael Schumann, Stefan Riezler