AdapLeR: Speeding up Inference by Adaptive Length Reduction
Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar
2022.acl-long
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking
Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz
2022.acl-long
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang
Daphna Keidar, Andreas Opedal, Zhijing Jin, Mrinmaya Sachan
2022.acl-long
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability
Yoshinari Fujinuma, Jordan Boyd-Graber, Katharina Kann
2022.acl-long
Structured Pruning Learns Compact and Accurate Models
Mengzhou Xia, Zexuan Zhong, Danqi Chen
2022.acl-long
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language
Shiyue Zhang, Ben Frey, Mohit Bansal
2022.acl-long
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization
Sanjeev Kumar Karn, Ning Liu, Hinrich Schuetze, Oladimeji Farri
2022.acl-long
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue
Jiawei Zhou, Jason Eisner, Michael Newman, Emmanouil Antonios Platanios, Sam Thomson
2022.acl-long
Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures
Asaf Harari, Gilad Katz
2022.acl-long
Open Domain Question Answering with A Unified Knowledge Interface
Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao
2022.acl-long
Principled Paraphrase Generation with Parallel Corpora
Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre
2022.acl-long
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
Bosheng Ding, Junjie Hu, Lidong Bing, Mahani Aljunied, Shafiq Joty, Luo Si, Chunyan Miao
2022.acl-long
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation
Dongha Choi, HongSeok Choi, Hyunju Lee
2022.acl-long
Retrieval-guided Counterfactual Generation for QA
Bhargavi Paranjape, Matthew Lamm, Ian Tenney
2022.acl-long
Searching for fingerspelled content in American Sign Language
Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu
2022.acl-long
Skill Induction and Planning with Latent Language
Pratyusha Sharma, Antonio Torralba, Jacob Andreas
2022.acl-long
Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation
Abelardo Carlos Martínez Lorenzo, Marco Maru, Roberto Navigli
2022.acl-long
Leveraging Similar Users for Personalized Language Modeling with Limited Data
Charles Welch, Chenxi Gu, Jonathan K. Kummerfeld, Veronica Perez-Rosas, Rada Mihalcea
2022.acl-long
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
Alan Ansell, Edoardo Ponti, Anna Korhonen, Ivan Vulić
2022.acl-long
Toward Annotator Group Bias in Crowdsourcing
Haochen Liu, Joseph Thekinen, Sinem Mollaoglu, Da Tang, Ji Yang, Youlong Cheng, Hui Liu, Jiliang Tang
2022.acl-long
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation
Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi
2022.acl-long
Probing as Quantifying Inductive Bias
Alexander Immer, Lucas Torroba Hennigen, Vincent Fortuin, Ryan Cotterell
2022.acl-long
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models
Nicholas Meade, Elinor Poole-Dayan, Siva Reddy
2022.acl-long
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings
Yi Zhou, Masahiro Kaneko, Danushka Bollegala
2022.acl-long
Hybrid Semantics for Goal-Directed Natural Language Generation
Connor Baumler, Soumya Ray
2022.acl-long
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding
Samuel Broscheit, Quynh Do, Judith Gaspers
2022.acl-long
“You might think about slightly revising the title”: Identifying Hedges in Peer-tutoring Interactions
Yann Raphalen, Chloé Clavel, Justine Cassell
2022.acl-long
Decoding Part-of-Speech from Human EEG Signals
Alex Murphy, Bernd Bohnet, Ryan McDonald, Uta Noppeney
2022.acl-long
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER
Ran Zhou, Xin Li, Ruidan He, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao
2022.acl-long
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
Shib Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Li, Andrew McCallum
2022.acl-long
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks
Liying Cheng, Lidong Bing, Ruidan He, Qian Yu, Yan Zhang, Luo Si
2022.acl-long
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation
Nishant Kambhatla, Logan Born, Anoop Sarkar
2022.acl-long
Generating Scientific Claims for Zero-Shot Scientific Fact Checking
Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang
2022.acl-long
Hierarchical Sketch Induction for Paraphrase Generation
Tom Hosking, Hao Tang, Mirella Lapata
2022.acl-long
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages
Vaidehi Patil, Partha Talukdar, Sunita Sarawagi
2022.acl-long
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets
Yuxiang Wu, Matt Gardner, Pontus Stenetorp, Pradeep Dasigi
2022.acl-long
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer
Woojeong Jin, Dong-Ho Lee, Chenguang Zhu, Jay Pujara, Xiang Ren
2022.acl-long
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
2022.acl-long
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
Chengwei Qin, Shafiq Joty
2022.acl-long
Quantified Reproducibility Assessment of NLP Results
Anya Belz, Maja Popovic, Simon Mille
2022.acl-long
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
2022.acl-long
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang
2022.acl-long
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria
2022.acl-long
AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level
Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Greenfeld, Reut Tsarfaty
2022.acl-long
TableFormer: Robust Transformer Modeling for Table-Text Encoding
Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul
2022.acl-long
Quality Controlled Paraphrase Generation
Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor
2022.acl-long
Legal Judgment Prediction via Event Extraction with Constraints
Yi Feng, Chuanyi Li, Vincent Ng
2022.acl-long
Answer-level Calibration for Free-form Multiple Choice Question Answering
Sawan Kumar
2022.acl-long
Early Stopping Based on Unlabeled Samples in Text Classification
HongSeok Choi, Dongha Choi, Hyunju Lee
2022.acl-long
It is AI’s Turn to Ask Humans a Question: Question-Answer Pair Generation for Children’s Story Books
Bingsheng Yao, Dakuo Wang, Tongshuang Wu, Zheng Zhang, Toby Li, Mo Yu, Ying Xu
2022.acl-long
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations
Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng
2022.acl-long
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification
George-Eduard Zaharia, Răzvan-Alexandru Smădu, Dumitru Cercel, Mihai Dascalu
2022.acl-long
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels
Taylor Sorensen, Joshua Robinson, Christopher Rytting, Alexander Shaw, Kyle Rogers, Alexia Delorey, Mahmoud Khalil, Nancy Fulda, David Wingate
2022.acl-long
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation
Xinyi Wang, Sebastian Ruder, Graham Neubig
2022.acl-long
Language-agnostic BERT Sentence Embedding
Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2022.acl-long
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu
2022.acl-long
FaiRR: Faithful and Robust Deductive Reasoning over Natural Language
Soumya Sanyal, Harman Singh, Xiang Ren
2022.acl-long
Doctor Recommendation in Online Health Forums via Expertise Learning
Xiaoxin Lu, Yubo Zhang, Jing Li, Shi Zong
2022.acl-long
There’s a Time and Place for Reasoning Beyond the Image
Xingyu Fu, Ben Zhou, Ishaan Chandratreya, Carl Vondrick, Dan Roth
2022.acl-long
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur
2022.acl-long
Flow-Adapter Architecture for Unsupervised Machine Translation
Yihong Liu, Haris Jabbar, Hinrich Schuetze
2022.acl-long
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning
Demian Ghalandari, Chris Hokamp, Georgiana Ifrim
2022.acl-long
WatClaimCheck: A new Dataset for Claim Entailment and Inference
Kashif Khan, Ruizhe Wang, Pascal Poupart
2022.acl-long
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation
Moussa Kamal Eddine, Guokan Shang, Antoine Tixier, Michalis Vazirgiannis
2022.acl-long
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata
2022.acl-long
Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks
Nikhil Mehta, Maria Leonor Pacheco, Dan Goldwasser
2022.acl-long
Understanding Gender Bias in Knowledge Base Embeddings
Yupei Du, Qi Zheng, Yuanbin Wu, Man Lan, Yan Yang, Meirong Ma
2022.acl-long
