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2nd AACL/ 12th IJCNLP 2022: Online - Volume 1: Long Papers
- Yulan He, Heng Ji, Yang Liu, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu:
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-65-0 - Manoj Kumar, Anna Rumshisky, Rahul Gupta:
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets. 1-11 - Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen:
Double Trouble: How to not Explain a Text Classifier's Decisions Using Counterfactuals Synthesized by Masked Language Models? 12-31 - Joel Niklaus, Matthias Stürmer, Ilias Chalkidis:
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction. 32-46 - Chowdhury Rafeed Rahman, Md. Hasibur Rahman, Mohammad Rafsan, Mohammed Eunus Ali, Samiha Zakir, Rafsanjani Muhammod:
CNN for Modeling Sanskrit Originated Bengali and Hindi Language. 47-56 - Zhuoxuan Jiang, Lingfeng Qiao, Di Yin, Shanshan Feng, Bo Ren:
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning. 57-67 - Xudong Han, Aili Shen, Trevor Cohn, Timothy Baldwin, Lea Frermann:
Systematic Evaluation of Predictive Fairness. 68-81 - Hanning Gao, Lingfei Wu, Po Hu, Zhihua Wei, Fangli Xu, Bo Long:
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph. 82-92 - Zhi Qin Tan
, Hao Shan Wong, Chee Seng Chan:
An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks. 93-105 - Chunhua Liu, Trevor Cohn, Simon De Deyne, Lea Frermann:
WAX: A New Dataset for Word Association eXplanations. 106-120 - Haozhe Chi, Minghua Yang, Junhao Zhu, Guanhong Wang, Gaoang Wang:
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality. 121-130 - Gwénolé Lecorvé, Morgan Veyret, Quentin Brabant, Lina Maria Rojas-Barahona:
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications. 131-147 - Chen Liang, Jing Xu, Yangkun Lin, Chong Yang, Yongliang Wang:
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation. 148-157 - Vyas Raina, Yiting Lu, Mark J. F. Gales:
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? 158-171 - Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser:
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. 172-184 - Maksym Del, Mark Fishel:
Cross-lingual Similarity of Multilingual Representations Revisited. 185-195 - Mahmoud Yusuf, Marwan Torki, Nagwa M. El-Makky:
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks. 196-204 - Shotaro Ishihara
Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models. 205-216 - Anthi Papadopoulou, Yunhao Yu, Pierre Lison, Lilja Øvrelid:
Neural Text Sanitization with Explicit Measures of Privacy Risk. 217-229 - Haoran Ding, Xiao Luo:
AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction. 230-239 - Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang, Yi Chang:
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning. 240-253 - Xiaonan Xu, Haoshuo Chen:
Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction. 254-265 - Momchil Hardalov, Anton Chernyavskiy, Ivan Koychev, Dmitry Ilvovsky, Preslav Nakov:
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media. 266-285 - Mithun Das, Somnath Banerjee, Punyajoy Saha, Animesh Mukherjee:
Hate Speech and Offensive Language Detection in Bengali. 286-296 - Vojtech Hudecek
Learning Interpretable Latent Dialogue Actions With Less Supervision. 297-308 - Asahi Ushio, Francesco Barbieri, Vítor Silva, Leonardo Neves, José Camacho-Collados:
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts. 309-319 - Ehsan Qasemi, Piyush Khanna, Qiang Ning, Muhao Chen:
PInKS: Preconditioned Commonsense Inference with Minimal Supervision. 320-336 - Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti:
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. 337-353 - Yuqing Xing, Longyin Zhang, Fang Kong, Guodong Zhou:
Discourse Parsing Enhanced by Discourse Dependence Perception. 354-363 - Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke, Derry Tanti Wijaya:
Prediction of People's Emotional Response towards Multi-modal News. 364-374 - Zilu Tang, Muhammed Yusuf Kocyigit, Derry Tanti Wijaya:
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations. 375-398 - Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay, Zhou Yu:
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue. 399-413 - Zhewen Yu, Jin Wang, Liang-Chih Yu, Xuejie Zhang:
Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. 414-423 - Je-Wei Jang, Mahdin Rohmatillah, Jen-Tzung Chien:
AVAST: Attentive Variational State Tracker in a Reinforced Navigator. 424-433 - Fahim Faisal, Antonios Anastasopoulos:
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages. 434-452 - Tulika Bose, Irina Illina, Dominique Fohr:
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection. 453-467 - Florian Mai, James Henderson
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation. 468-488 - Lingzhi Wang
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models. 489-500 - Gabriel Shenouda, Aurélien Bossard, Oussama Ayoub, Christophe Rodrigues:
SummVD : An efficient approach for unsupervised topic-based text summarization. 501-511 - Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston:
Director: Generator-Classifiers For Supervised Language Modeling. 512-526 - Kankan Zhou, Eason Lai, Jing Jiang:
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models. 527-538 - Suchetha Nambanoor Kunnath, David Pride, Petr Knoth:
Dynamic Context Extraction for Citation Classification. 539-549 - Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya:
Affective Retrofitted Word Embeddings. 550-561 - Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney:
Is Encoder-Decoder Redundant for Neural Machine Translation? 562-574 - Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak, Natalia Vanetik:
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph. 575-586 - Lindsey Vanderlyn, Talita Anthonio, Daniel Ortega, Michael Roth, Ngoc Thang Vu:
Toward Implicit Reference in Dialog: A Survey of Methods and Data. 587-600 - Phillip Schneider, Tim Schopf
A Decade of Knowledge Graphs in Natural Language Processing: A Survey. 601-614 - Francesco Dalla Serra, William Clackett, Hamish MacKinnon, Chaoyang Wang, Fani Deligianni, Jeff Dalton, Alison Q. O'Neil:
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations. 615-624 - Juri Opitz, Anette Frank:
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features. 625-638 - Angelie Kraft
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs. 639-652 - Diya Li, Mohammed J. Zaki
Food Knowledge Representation Learning with Adversarial Substitution. 653-664 - Mario Giulianelli, Arabella Sinclair, Raquel Fernández:
Construction Repetition Reduces Information Rate in Dialogue. 665-682 - R. Alexander Knipper, Md. Mahadi Hassan, Mehdi Sadi, Shubhra Kanti Karmaker Santu
Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings. 683-693 - Zixu Wang, Yujie Zhong, Yishu Miao, Lin Ma, Lucia Specia:
Contrastive Video-Language Learning with Fine-grained Frame Sampling. 694-705 - Abhilash Reddy Shankarampeta, Vivek Gupta, Shuo Zhang:
Enhancing Tabular Reasoning with Pattern Exploiting Training. 706-726 - Shaily Bhatt, Sunipa Dev, Partha P. Talukdar, Shachi Dave, Vinodkumar Prabhakaran:
Re-contextualizing Fairness in NLP: The Case of India. 727-740 - Florian Lux, Julia Koch, Ngoc Thang Vu:
Low-Resource Multilingual and Zero-Shot Multispeaker TTS. 741-751 - Hiroki Iida, Naoaki Okazaki:
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps. 752-765 - Qinghua Zhao, Shuai Ma, Shuo Ren:
KESA: A Knowledge Enhanced Approach To Sentiment Analysis. 766-776 - Genta Indra Winata, Shijie Wu, Mayank Kulkarni, Thamar Solorio, Daniel Preotiuc-Pietro:
Cross-lingual Few-Shot Learning on Unseen Languages. 777-791 - Shivam Sharma, Mohd Khizir Siddiqui, Md. Shad Akhtar, Tanmoy Chakraborty:
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis. 792-805 - Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat, Hannah Kirk, Aleksandar Shtedritski, Max Bain:
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning. 806-822 - Surangika Ranathunga, Nisansa de Silva:
Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World. 823-848 - Martina Miliani, Serena Auriemma, Fernando Alva-Manchego, Alessandro Lenci:
Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language. 849-866 - Léo Hemamou, William Coleman:
Delivering Fairness in Human Resources AI: Mutual Information to the Rescue. 867-882 - Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau, Karin Verspoor
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. 883-894 - Seonil (Simon) Son, Junsoo Park, Jeong-In Hwang, Junghwa Lee, Hyungjong Noh, Yeonsoo Lee:
HaRiM⁺: Evaluating Summary Quality with Hallucination Risk. 895-924 - Rajeev Verma, Rajarshi Roychoudhury, Tirthankar Ghosal:
The lack of theory is painful: Modeling Harshness in Peer Review Comments. 925-935 - Sidharth Ranjan, Marten van Schijndel
Dual Mechanism Priming Effects in Hindi Word Order. 936-953 - Jhen-Yi Wu, Ying-Jia Lin, Hung-Yu Kao:
Unsupervised Single Document Abstractive Summarization using Semantic Units. 954-966 - Sujit Kumar, Gaurav Kumar, Sanasam Ranbir Singh:
Detecting Incongruent News Articles Using Multi-head Attention Dual Summarization. 967-977 - Tulika Saha, Aditya Prakash Patra, Sriparna Saha, Pushpak Bhattacharyya:
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification. 978-990 - Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise:
Enhancing Financial Table and Text Question Answering with Tabular Graph and Numerical Reasoning. 991-1000 - Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li:
Fine-grained Contrastive Learning for Definition Generation. 1001-1012 - Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze, Ehsaneddin Asgari:
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging. 1013-1024 - Yang Trista Cao, Kyle Seelman, Kyungjun Lee, Hal Daumé III:
What's Different between Visual Question Answering for Machine "Understanding" Versus for Accessibility? 1025-1034 - Abhisek Tiwari, Sriparna Saha, Shubhashis Sengupta, Anutosh Maitra, Roshni R. Ramnani, Pushpak Bhattacharyya:
Persona or Context? Towards Building Context adaptive Personalized Persuasive Virtual Sales Assistant. 1035-1047 - Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh:
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation. 1048-1064 - Sicheng Yang, Dandan Song:
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction. 1065-1077 - Gosse Minnema, Sara Gemelli, Chiara Zanchi, Tommaso Caselli, Malvina Nissim:
Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports. 1078-1090 - Alapan Kuila, Sudeshna Sarkar:
PESE: Event Structure Extraction using Pointer Network based Encoder-Decoder Architecture. 1091-1100 - Xiaomeng Ma, Lingyu Gao
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection. 1101-1114 - Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho:
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling. 1115-1124 - Chantal Amrhein, Rico Sennrich:
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET. 1125-1141 - Bo Ai, Yuchen Wang, Yugin Tan, Samson Tan:
Whodunit? Learning to Contrast for Authorship Attribution. 1142-1157 - Xudong Zhang, Joseph Le Roux, Thierry Charnois:
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm. 1158-1171 - Ben Hutchinson, Jason Baldridge, Vinodkumar Prabhakaran:
Underspecification in Scene Description-to-Depiction Tasks. 1172-1184 - Prajwal Gatti, Abhirama Subramanyam Penamakuri
COFAR: Commonsense and Factual Reasoning in Image Search. 1185-1199
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