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ACL 2022

1,617 papers

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing?

Hailong Jin, Tiansi Dong, Lei Hou, Juanzi Li, Hui Chen

ZiNet: Linking Chinese Characters Spanning Three Thousand Years

Yang Chi, Fausto Giunchiglia, Daqian Shi, Xiaolei Diao, Chuntao Li

Selecting Stickers in Open-Domain Dialogue through Multitask Learning

Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei, Jinchao Zhang, Jie Zhou

Factual Consistency of Multilingual Pretrained Language Models

Constanza Fierro, Anders Søgaard

Composing Structure-Aware Batches for Pairwise Sentence Classification

Andreas Waldis, Tilman Beck, Iryna Gurevych

Gaussian Multi-head Attention for Simultaneous Machine Translation

Shaolei Zhang, Yang Feng

CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction

Shulin Liu, Shengkang Song, Tianchi Yue, Tao Yang, Huihui Cai

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

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

Synchronous Refinement for Neural Machine Translation

Kehai Chen, Masao Utiyama, Eiichiro Sumita, Rui Wang, Min Zhang

Modular and Parameter-Efficient Multimodal Fusion with Prompting

Sheng Liang, Mengjie Zhao, Hinrich Schuetze

Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation

Tianchi Yue, Shulin Liu, Huihui Cai, Tao Yang, Shengkang Song

Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense

Thai Le, Jooyoung Lee, Kevin Yen, Yifan Hu, Dongwon Lee

Learning to Describe Solutions for Bug Reports Based on Developer Discussions

Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Ray Mooney

Revisiting the Effects of Leakage on Dependency Parsing

Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos

Controllable Natural Language Generation with Contrastive Prefixes

Jing Qian, Li Dong, Yelong Shen, Furu Wei, Weizhu Chen

Modeling Intensification for Sign Language Generation: A Computational Approach

Mert Inan, Yang Zhong, Sabit Hassan, Lorna Quandt, Malihe Alikhani

Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective

Osama Khalid, Jonathan Rusert, Padmini Srinivasan

OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval

Tong Niu, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking

Yifei Li, Pratheeksha Nair, Kellin Pelrine, Reihaneh Rabbany

Good Night at 4 pm?! Time Expressions in Different Cultures

Vered Shwartz

uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation

Tisha Anders, Alexandru Coca, Bill Byrne

Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models

Robert Logan IV, Ivana Balazevic, Eric Wallace, Fabio Petroni, Sameer Singh

EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English

Weicheng Ma, Samiha Datta, Lili Wang, Soroush Vosoughi

ELLE: Efficient Lifelong Pre-training for Emerging Data

Yujia Qin, Jiajie Zhang, Yankai Lin, Zhiyuan Liu, Peng Li

Mitigating Contradictions in Dialogue Based on Contrastive Learning

Weizhao Li, Junsheng Kong, Ben Liao, Yi Cai

Breaking Down Multilingual Machine Translation

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

Deep Reinforcement Learning for Entity Alignment

Lingbing Guo, Yuqiang Han, Qiang Zhang, Huajun Chen

ECO v1: Towards Event-Centric Opinion Mining

Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu

Graph Refinement for Coreference Resolution

Lesly Miculicich, James Henderson

ASSIST: Towards Label Noise-Robust Dialogue State Tracking

Fanghua Ye, Yue Feng, Emine Yilmaz

Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness

Tejas Gokhale, Swaroop Mishra, Man Luo, Bhavdeep Sachdeva, Chitta Baral

More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models

Jin Cheevaprawatdomrong, Alexandra Schofield, Attapol Rutherford

Assessing Multilingual Fairness in Pre-trained Multimodal Representations

Jialu Wang, Yang Liu, Xin Wang

Cross-domain Named Entity Recognition via Graph Matching

Junhao Zheng, Haibin Chen, Qianli Ma

MTRec: Multi-Task Learning over BERT for News Recommendation

Qiwei Bi, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu

Lacking the Embedding of a Word? Look it up into a Traditional Dictionary

Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei, Francesca Fallucchi, Noemi Scarpato

Long Time No See! Open-Domain Conversation with Long-Term Persona Memory

Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu

A Graph Enhanced BERT Model for Event Prediction

Li Du, Xiao Ding, Yue Zhang, Ting Liu, Bing Qin

CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions

Tayfun Ates, M. Ateşoğlu, Çağatay Yiğit, Ilker Kesen, Mert Kobas

On Controlling Fallback Responses for Grounded Dialogue Generation

Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng

Prompt-Driven Neural Machine Translation

Yafu Li, Yongjing Yin, Jing Li, Yue Zhang

HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction

Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training

Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu

Detecting Various Types of Noise for Neural Machine Translation

Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney

Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation

Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki

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

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

Automatic Speech Recognition and Query By Example for Creole Languages Documentation

Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuel Schang

xGQA: Cross-Lingual Visual Question Answering

Jonas Pfeiffer, Gregor Geigle, Aishwarya Kamath, Jan-Martin O. Steitz, Stefan Roth

Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems

Zhongli Li, Wenxuan Zhang, Chao Yan, Qingyu Zhou, CHAO LI

Why don’t people use character-level machine translation?

Jindřich Libovický, Helmut Schmid, Alexander Fraser

ASCM: An Answer Space Clustered Prompting Method without Answer Engineering

Zhen Wang, Yating Yang, Zhou Xi, Bo Ma, Lei Wang

Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting

Ilias Chalkidis, Anders Søgaard

Syntax-guided Contrastive Learning for Pre-trained Language Model

SHUAI ZHANG, Wang Lijie, Xinyan Xiao, Hua Wu

Auxiliary tasks to boost Biaffine Semantic Dependency Parsing

Marie Candito

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

Tianxiang Sun, Xiangyang Liu, Wei Zhu, Zhichao Geng, Lingling Wu

Co-VQA : Answering by Interactive Sub Question Sequence

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

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu

Improving Neural Political Statement Classification with Class Hierarchical Information

Erenay Dayanik, Andre Blessing, Nico Blokker, Sebastian Haunss, Jonas Kuhn

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective

Edoardo Manino, Julia Rozanova, Danilo Carvalho, Andre Freitas, Lucas Cordeiro

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

Sebastian Ruder, Ivan Vulić, Anders Søgaard

An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection

Shengxuan Luo, Sheng Yu

Combining Static and Contextualised Multilingual Embeddings

Katharina Hämmerl, Jindřich Libovický, Alexander Fraser

Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task

Karim Lasri, Alessandro Lenci, Thierry Poibeau

Phoneme transcription of endangered languages: an evaluation of recent ASR architectures in the single speaker scenario

Gilles Boulianne

Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples

Yu Xia, Quan Wang, Yajuan Lyu, Yong Zhu, Wenhao Wu

A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification

Dairui Liu, Derek Greene, Ruihai Dong

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq Joty, Enamul Hoque

Your fairness may vary: Pretrained language model fairness in toxic text classification

Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy, Moninder Singh, Mikhail Yurochkin

Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training

Pengwei Zhan, Yang Wu, Shaolei Zhou, Yunjian Zhang, Liming Wang

Seq2Path: Generating Sentiment Tuples as Paths of a Tree

Yue Mao, Yi Shen, Jingchao Yang, Xiaoying Zhu, Longjun Cai

The impact of lexical and grammatical processing on generating code from natural language

Nathanaël Beau, Benoit Crabbé

Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers

Christopher Schröder, Andreas Niekler, Martin Potthast

Training Text-to-Text Transformers with Privacy Guarantees

Natalia Ponomareva, Jasmijn Bastings, Sergei Vassilvitskii

Hierarchical Recurrent Aggregative Generation for Few-Shot NLG

Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci

TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

Megan Leszczynski, Daniel Fu, Mayee Chen, Christopher Re

Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask

Bilal Ghanem, Lauren Lutz Coleman, Julia Rivard Dexter, Spencer von der Ohe, Alona Fyshe

Dim Wihl Gat Tun: The Case for Linguistic Expertise in NLP for Under-Documented Languages

Clarissa Forbes, Farhan Samir, Bruce Oliver, Changbing Yang, Edith Coates

Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble

Xinjian Li, Florian Metze, David Mortensen, Shinji Watanabe, Alan Black

BBQ: A hand-built bias benchmark for question answering

Alicia Parrish, Angelica Chen, Nikita Nangia, Vishakh Padmakumar, Jason Phang

Richer Countries and Richer Representations

Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky

Training Dynamics for Text Summarization Models

Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, Greg Durrett

CaM-Gen: Causally Aware Metric-Guided Text Generation

Navita Goyal, Roodram Paneri, Ayush Agarwal, Udit Kalani, Abhilasha Sancheti

Ranking-Constrained Learning with Rationales for Text Classification

Juanyan Wang, Manali Sharma, Mustafa Bilgic

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue

Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen

Unsupervised Natural Language Inference Using PHL Triplet Generation

Neeraj Varshney, Pratyay Banerjee, Tejas Gokhale, Chitta Baral

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

Neeraj Varshney, Swaroop Mishra, Chitta Baral

VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator

Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gokhan Tur

Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem

Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi

Label Semantics for Few Shot Named Entity Recognition

Jie Ma, Miguel Ballesteros, Srikanth Doss, Rishita Anubhai, Sunil Mallya

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang

Combining Feature and Instance Attribution to Detect Artifacts

Pouya Pezeshkpour, Sarthak Jain, Sameer Singh, Byron Wallace

Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning

Chen Zheng, Parisa Kordjamshidi

A Feasibility Study of Answer-Agnostic Question Generation for Education

Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay, Etan Ginsberg, Hannah Gonzalez

Dict-BERT: Enhancing Language Model Pre-training with Dictionary

Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang

Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts

Wenhao Yu, Chenguang Zhu, LIANHUI Qin, Zhihan Zhang, Tong Zhao

Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks

Ashutosh Kumar, Aditya Joshi

Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking

Yuanhe Tian, Yan Song, Fei Xia

Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models

Jianmo Ni, Gustavo Hernandez Abrego, Noah Constant, Ji Ma, Keith Hall

IndicBART: A Pre-trained Model for Indic Natural Language Generation

Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh Khapra

BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis

Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He