The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing
November 20-23, 2022
Online only
Session 2A
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification Tulika Saha, Aditya Prakash Patra, Sriparna Saha and Pushpak Bhattacharyya
Persona or Context? Towards Building Context adaptive Personalized Persuasive Virtual Sales Assistant Abhisek Tiwari, Sriparna Saha, Shubhashis Sengupta, Anutosh Maitra, Roshni Ramnani and Pushpak Bhattacharyya
Combining Argumentation Structure and Language Model for Generating Natural Argumentative Dialogue Koh Mitsuda, Ryuichiro Higashinaka and Kuniko Saito
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li and Shuguang Cui
Session 2B
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang, Muhammed Yusuf Kocyigit and Derry Tanti Wijaya
Affective Retrofitted Word Embeddings Sapan Shah, Sreedhar Reddy and Pushpak Bhattacharyya
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable AMR Meaning Features Juri Opitz and Anette Frank
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation Thinh Hung Truong, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey Han Lau and Karin Verspoor
Session 2C
SummVD : An efficient approach for unsupervised topic-based summarization Gabriel Shenouda, Aurélien Bossard, Oussama Ayoub and Christophe Rodrigues
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph Siya Qi, Lei Li, Yiyang Li, Jin Jiang, Dingxin Hu, Yuze Li, Yingqi Zhu, Yanquan Zhou, Marina Litvak and Natalia Vanetik
Towards Modeling Role-Aware Centrality for Dialogue Summarization Xinnian Liang, Chao Bian, Shuangzhi Wu and Zhoujun Li
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar, Thomas Trikalinos, Byron Wallace and Ani Nenkova
Session 2D
Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? Thang Minh Pham, Trung Bui, Long Mai and Anh Nguyen
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? Vyas Raina, Yiting Lu and Mark Gales
Cross-lingual Similarity of Multilingual Representations Revisited Maksym Del and Mark Fishel
Every word counts: A multilingual analysis of individual human alignment with model attention Stephanie Brandl and Nora Hollenstein
Automatic Readability Assessment: Can Linguistic Features Promote Pre-trained Language Models Shudi Hou, Simin Rao, Yu Xia and Sujian Li
Session 2E
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus, Matthias Stürmer and Ilias Chalkidis
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix Alexander Gers and Alexander Loeser
CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media Momchil Hardalov, Anton Chernyavskiy, Ivan Koychev, Dmitry Ilvovsky and Preslav Nakov
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations Francesco Dalla Serra, William Clackett, Hamish MacKinnon, Chaoyang Wang, Fani Deligianni, Jeff Dalton and Alison Q. O'Neil
Poster Session 1
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling Ilia Kulikov, Maksim Eremeev and Kyunghyun Cho
Whodunit? Learning to Contrast for Authorship Attribution Bo Ai, Yuchen Wang, Yugin Tan and Samson Tan
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson, Jason Baldridge and Vinodkumar Prabhakaran
COFAR: Commonsense and Factual Reasoning in Image Search Prajwal Gatti, Abhirama Subramanyam Penamakuri, Anand Mishra, Revant Teotia, Shubhashis Sengupta and Roshni Ramnani
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? Xanh Ho, Saku Sugawara and Akiko Aizawa
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora Sara Papi, Alina Karakanta, Matteo Negri and Marco Turchi
Learning with Data Sampling Biases for Natural Language Understanding Manoj Kumar, Anna Rumshisky and Rahul Gupta
CNN for Modeling Sanskrit Originated Bengali and Hindi Language Chowdhury Rahman, MD. Hasibur Rahman, Mohammad Rafsan, Mohammed Eunus Ali, Samiha Zakir and Rafsanjani Muhammod
Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning Zhuoxuan Jiang, Lingfeng Qiao, di yin, Shanshan Feng and Bo Ren
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph Hanning Gao, Lingfei Wu, Po Hu, Zhihua Wei, Fangli Xu and Bo Long
WAX: A New Dataset for Word Association eXplanations Chunhua Liu, Trevor Cohn, Simon De Deyne and Lea Frermann
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality Haozhe Chi, Minghua Yang, Junhao Zhu, Guanhong Wang and Gaoang Wang
SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications Gwénolé Lecorvé, Morgan Veyret, Quentin Brabant and Lina M. Rojas Barahona
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation CHEN LIANG, JING XU, YANGKUN LIN, CHONG YANG and YONGLIANG WANG
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks Mahmoud Yusuf, Marwan Torki and Nagwa El-Makky
Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models Shotaro Ishihara, Hiromu Takahashi and Hono Shirai
AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction Haoran Ding and Xiao Luo
Towards Integrating Knowledge Graph and Expert Rules for Machine Learning and Reasoning Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang and Yi Chang
Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction Xiaonan Xu and Haoshuo Chen
Hate Speech and Offensive Language Detection in Bengali Mithun Das, Somnath Banerjee, Punyajoy Saha and Animesh Mukherjee
Learning Interpretable Latent Dialogue Actions With Less Supervision Vojtěch Hudeček and Ondřej Dušek
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi, Piyush Khanna, Qiang Ning and Muhao Chen
Prediction of People's Emotional Response towards Multi-modal News Ge Gao, Sejin Paik, Carley Reardon, Yanling Zhao, Lei Guo, Prakash Ishwar, Margrit Betke and Derry Tanti Wijaya
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay and Zhou Yu
AVAST: Attentive Variational State Tracker in a Reinforced Navigator Je-Wei Jang, Mahdin Rohmatillah and Jen-Tzung Chien
RecInDial: A Unified Framework for Recommendation in Dialogues with Pretrained Language Models Lingzhi Wang, Huang Hu, Lei Sha, Can Xu, Daxin Jiang and Kam-Fai Wong
Director: Generator-Classifiers For Supervised Language Modeling Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar and Jason Weston
Dynamic Context Extraction for Citation Classification Suchetha Nambanoor Kunnath, David Pride and Petr Knoth
Is Encoder-Decoder Redundant for Neural Machine Translation? Yingbo Gao, Christian Herold, Zijian Yang and Hermann Ney
Towards Implicit References in Dialog Lindsey Vanderlyn, Talita Anthonio, Daniel Ortega, Michael Roth and Ngoc Thang Vu
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider, Tim Schopf, Juraj Vladika, Mikhail Galkin, Elena Simperl and Florian Matthes
The Lifecycle of "Facts": On Social Biases in Knowledge Graphs Angelie Kraft and Ricardo Usbeck
Food Knowledge Representation Learning with Adversarial Substitution Diya Li and Mohammed J Zaki
Construction Repetition Reduces Information Rate in Dialogue Mario Giulianelli, Arabella J. Sinclair and Raquel Fernandez
Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings R. Alexander Knipper, Md. Mahadi Hassan, Mehdi Sadi and Shubhra Kanti Karmaker
Enhancing Tabular Reasoning with Pattern Exploiting Training Abhilash Reddy Shankarampeta, Vivek Gupta and Shuo Zhang
Re-contextualizing Fairness in NLP: The Case of India Shaily Bhatt, Sunipa Dev, Partha Talukdar, Shachi Dave and Vinodkumar Prabhakaran
Low-Resource Multilingual and Zero-Shot Multispeaker TTS Florian Lux, Julia Koch and Ngoc Thang Vu
Cross-lingual Few-Shot Learning on Unseen Languages Genta Winata, Shijie Wu, Mayank Kulkarni, Thamar Solorio and Daniel Preotiuc-Pietro
Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis Shivam Sharma, Mohd Khizir Siddiqui, Md. Shad Akhtar and Tanmoy Chakraborty
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning Hugo Berg, Siobhan Hall, Yash Bhalgat, Hannah Kirk, Aleksandar Shtedritski and Max Bain
Unsupervised Single Document Abstractive Summarization using Semantic Units Jhen-Yi Wu, Ying-Jia Lin and Hung-Yu Kao