Findings of the Association for Computational Linguistics 2022: all accepted papers

1,132 papers · page 8 of 12 · the most cited first · ← Findings of the Association for Computational Linguistics 2022

DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training ↗Luyang Huang, Guocheng Niu, Jiachen Liu et al.5 citations
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning ↗Chuhan Wu, Fangzhao Wu, Xiangnan He et al.5 citations
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents ↗Puneet Mathur, Mihir Goyal, Ramit Sawhney et al.5 citations
Does Representational Fairness Imply Empirical Fairness? ↗Aili Shen, Xudong Han, Trevor Cohn et al.5 citations
ECO v1: Towards Event-Centric Opinion Mining ↗Ruoxi Xu, Hongyu Lin, Meng Liao et al.5 citations
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ↗Kai Hui, Honglei Zhuang, Tao Chen et al.5 citations
EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ↗Lei Zhao, Cheng Yao5 citations
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention ↗Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar et al.5 citations
Explicit Role Interaction Network for Event Argument Extraction ↗Nan Ding, Chunming Hu, Kai Sun et al.5 citations
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction ↗Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li et al.5 citations
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien ↗Sin-En Lu, Bo-Han Lu, Chao-Yi Lu et al.5 citations
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ↗Yao Zhang, Peiyao Li, Hongru Liang et al.5 citations
Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning ↗Yuanyuan Lei, Ruihong Huang5 citations
Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization ↗Kexun Zhang, Jiaao Chen, Diyi Yang5 citations
FocusQA: Open-Domain Question Answering with a Context in Focus ↗Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti et al.5 citations
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning ↗Hongqiu Wu, Ruixue Ding, Hai Zhao et al.5 citations
Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention ↗Yining Ye, Fanchao Qi, Zhiyuan Liu et al.5 citations
Implicit Relation Linking for Question Answering over Knowledge Graph ↗Yao Zhao, Jiacheng Huang, Wei Hu et al.5 citations
Improving Contextual Representation with Gloss Regularized Pre-training ↗Yu Lin, Zhecheng An, Peihao Wu et al.5 citations
Improving Robustness of Language Models from a Geometry-aware Perspective ↗Bin Zhu, Zhaoquan Gu, Le Wang et al.5 citations
Influence Functions for Sequence Tagging Models ↗Sarthak Jain, Varun Manjunatha, Byron Wallace et al.5 citations
Input-specific Attention Subnetworks for Adversarial Detection ↗Emil Biju, Anirudh Sriram, Pratyush Kumar et al.5 citations
Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings ↗Ishrak Hayet, Zijun Yao, Bo Luo5 citations
Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders ↗Wang Xu, Tiejun Zhao5 citations
KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding ↗Sixing Wu, Ying Li, Dawei Zhang et al.5 citations
Keyphrase Generation Beyond the Boundaries of Title and Abstract ↗Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea5 citations
Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy ↗Jinfa Yang, Xianghua Ying, Yongjie Shi et al.5 citations
KreolMorisienMT: A Dataset for Mauritian Creole Machine Translation ↗Raj Dabre, Aneerav Sukhoo5 citations
LADIS: Language Disentanglement for 3D Shape Editing ↗Ian Huang, Panos Achlioptas, Tianyi Zhang et al.5 citations
Learning and Evaluating Character Representations in Novels ↗Naoya Inoue, Charuta Pethe, Allen Kim et al.5 citations
Learning to Model Multimodal Semantic Alignment for Story Visualization ↗Bowen Li, Thomas Lukasiewicz5 citations
Lexical Generalization Improves with Larger Models and Longer Training ↗Elron Bandel, Yoav Goldberg, Yanai Elazar5 citations
Low-resource Interactive Active Labeling for Fine-tuning Language Models ↗Seiji Maekawa, Dan Zhang, Hannah Kim et al.5 citations
M3: Multi-level dataset for Multi-document summarisation of Medical studies ↗Yulia Otmakhova, Karin Verspoor, Timothy Baldwin et al.5 citations
Mitigating Contradictions in Dialogue Based on Contrastive Learning ↗Weizhao Li, Junsheng Kong, Ben Liao et al.5 citations
Multi-View Active Learning for Short Text Classification in User-Generated Data ↗Payam Karisani, Negin Karisani, Li Xiong5 citations
Multiple Instance Learning for Offensive Language Detection ↗Jiexi Liu, Dehan Kong, Longtao Huang et al.5 citations
Narrate Dialogues for Better Summarization ↗Ruochen Xu, Chenguang Zhu, Michael Zeng5 citations
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation ↗Kushal Chawla, Gale Lucas, Jonathan May et al.5 citations
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition ↗Youcheng Huang, Wenqiang Lei, Jie Fu et al.5 citations
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning ↗Chandan Gautam, Sethupathy Parameswaran, Vinay Verma et al.5 citations
Residual Learning of Neural Text Generation with n-gram Language Model ↗Huayang Li, Deng Cai, Jin Xu et al.5 citations
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem ↗Qiang Zhang, Jason Naradowsky, Yusuke Miyao5 citations
Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach ↗Chao Zhao, Faeze Brahman, Tenghao Huang et al.5 citations
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering ↗Junping Liu, Shijie Mei, Xinrong Hu et al.5 citations
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks ↗Zhao Meng, Yihan Dong, Mrinmaya Sachan et al.5 citations
Semi-supervised New Slot Discovery with Incremental Clustering ↗Yuxia Wu, Lizi Liao, Xueming Qian et al.5 citations
Sequentially Controlled Text Generation ↗Alexander Spangher, Yao Ming, Xinyu Hua et al.5 citations
Sibylvariant Transformations for Robust Text Classification ↗Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng et al.5 citations
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction ↗Ji Qi, Yuxiang Chen, Lei Hou et al.5 citations
TINA: Textual Inference with Negation Augmentation ↗Chadi Helwe, Simon Coumes, Chloé Clavel et al.5 citations
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings ↗Francisco Valentini, Germán Rosati, Diego Fernandez Slezak et al.5 citations
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation ↗Dongha Lee, Jiaming Shen, Seonghyeon Lee et al.5 citations
Tweet Based Reach Aware Temporal Attention Network for NFT Valuation ↗Ramit Sawhney, Megh Thakkar, Ritesh Soun et al.5 citations
Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation ↗Wei Li, Yuhan Song, Qi Su et al.5 citations
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning RepresentationsKuan-Hao Huang, Varun Iyer, Anoop Kumar et al.5 citations · our summary
Using NLP to quantify the environmental cost and diversity benefits of in-person NLP conferences ↗Piotr Przybyła, Matthew Shardlow5 citations
Validity Assessment of Legal Will Statements as Natural Language Inference ↗Alice Kwak, Jacob Israelsen, Clayton Morrison et al.5 citations
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check ↗Fangfang Li, Youran Shan, Junwen Duan et al.5 citations
What do Large Language Models Learn beyond Language? ↗Avinash Madasu, Shashank Srivastava5 citations
You Are My Type! Type Embeddings for Pre-trained Language Models ↗Mohammed Saeed, Paolo Papotti5 citations
Zero-shot Cross-lingual Conversational Semantic Role Labeling ↗Han Wu, Haochen Tan, Kun Xu et al.5 citations
Zero-shot Entity Linking with Less Data ↗G P Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana et al.5 citations
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation ↗Rose Hirigoyen, Amal Zouaq, Samuel Reyd4 citations
A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation ↗Jaehyung Seo, Seounghoon Lee, Chanjun Park et al.4 citations
A Question-Answer Driven Approach to Reveal Affirmative Interpretations from Verbal Negations ↗Md Mosharaf Hossain, Luke Holman, Anusha Kakileti et al.4 citations
A Self-supervised Joint Training Framework for Document Reranking ↗Xiaozhi Zhu, Tianyong Hao, Sijie Cheng et al.4 citations
Adapting Multilingual Models for Code-Mixed Translation ↗Aditya Vavre, Abhirut Gupta, Sunita Sarawagi4 citations
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment ↗Renbo Zhu, Xukun Luo, Meng Ma et al.4 citations
Aligned Weight Regularizers for Pruning Pretrained Neural Networks ↗James O' Neill, Sourav Dutta, Haytham Assem4 citations
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System ↗Chang Tian, Wenpeng Yin, Marie-Francine Moens4 citations
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ↗Daniel Deutsch, Dan Roth4 citations
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence ↗Myeongjun Jang, Frank Mtumbuka, Thomas Lukasiewicz4 citations
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure ↗Nuo Chen, Qiushi Sun, Renyu Zhu et al.4 citations
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations ↗Jialu Li, Hao Tan, Mohit Bansal4 citations
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts ↗Yequan Wang, Hengran Zhang, Aixin Sun et al.4 citations
Chinese Synesthesia Detection: New Dataset and Models ↗Xiaotong Jiang, Qingqing Zhao, Yunfei Long et al.4 citations
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing ↗Songlin Yang, Kewei Tu4 citations
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce ↗Yincen Qu, Ningyu Zhang, Hui Chen et al.4 citations
Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization ↗Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh et al.4 citations
Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base ↗Minhao Zhang, Ruoyu Zhang, Yanzeng Li et al.4 citations
Cross-domain Analysis on Japanese Legal Pretrained Language Models ↗Keisuke Miyazaki, Hiroaki Yamada, Takenobu Tokunaga4 citations
Data-Efficient Concept Extraction from Pre-trained Language Models for Commonsense Explanation Generation ↗Yanbo Fang, Yongfeng Zhang4 citations
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks ↗Ziyang Luo, Yadong Xi, Jing Ma et al.4 citations
Dependency Parsing via Sequence Generation ↗Boda Lin, Zijun Yao, Jiaxin Shi et al.4 citations
Detecting Dementia from Long Neuropsychological Interviews ↗Nauman Dawalatabad, Yuan Gong, Sameer Khurana et al.4 citations
Do Language Models Understand Measurements? ↗Sungjin Park, Seungwoo Ryu, Edward Choi4 citations
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? ↗David Mueller, Nicholas Andrews, Mark Dredze4 citations
Effective Pretraining Objectives for Transformer-based Autoencoders ↗Luca Di Liello, Matteo Gabburo, Alessandro Moschitti4 citations
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching ↗Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci4 citations
Event Detection for Suicide Understanding ↗Luis Guzman-Nateras, Viet Lai, Amir Pouran Ben Veyseh et al.4 citations
Experimental Standards for Deep Learning in Natural Language Processing Research ↗Dennis Ulmer, Elisa Bassignana, Max Müller-Eberstein et al.4 citations
From BERT`s Point of View: Revealing the Prevailing Contextual Differences ↗Carolin M. Schuster, Simon Hegelich4 citations
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains ↗Brodie Mather, Bonnie Dorr, Adam Dalton et al.4 citations
GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval ↗Jiduan Liu, Jiahao Liu, Yang Yang et al.4 citations
Gender Bias in Meta-Embeddings ↗Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki4 citations
Graph Neural Networks for Multiparallel Word Alignment ↗Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet et al.4 citations
HARALD: Augmenting Hate Speech Data Sets with Real Data ↗Tal Ilan, Dan Vilenchik4 citations
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues ↗Amanda Bertsch, Graham Neubig, Matthew R. Gormley4 citations
How to Do Things without Words: Modeling Semantic Drift of Emoji ↗Eyal Arviv, Oren Tsur4 citations

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📰 Findings of the Association for Computational Linguistics 2022: all accepted papers

Findings of the Association for Computational Linguistics 2022: all accepted papers