COLING 2022

931 papers

Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling

Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen, Hao Zhang

Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis

Xueyuan Chen, Shun Lei, Zhiyong Wu, Dong Xu, Weifeng Zhao

A Transformer-based Threshold-Free Framework for Multi-Intent NLU

Lisung Chen, Nuo Chen, Yuexian Zou, Yong Wang, Xinzhong Sun

Language-specific Effects on Automatic Speech Recognition Errors for World Englishes

June Choe, Yiran Chen, May Pik Yu Chan, Aini Li, Xin Gao

Improving Code-switched ASR with Linguistic Information

Jie Chi, Peter Bell

Recycle Your Wav2Vec2 Codebook: A Speech Perceiver for Keyword Spotting

Guillermo Cámbara, Jordi Luque, Mireia Farrús

Event Extraction in Video Transcripts

Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

Keyphrase Prediction from Video Transcripts: New Dataset and Directions

Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy

AMOA: Global Acoustic Feature Enhanced Modal-Order-Aware Network for Multimodal Sentiment Analysis

Ziming Li, Yan Zhou, Weibo Zhang, Yaxin Liu, Chuanpeng Yang

Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis

Zijie Lin, Bin Liang, Yunfei Long, Yixue Dang, Min Yang

Exploiting Sentiment and Common Sense for Zero-shot Stance Detection

Yun Luo, Zihan Liu, Yuefeng Shi, Stan Z. Li, Yue Zhang

Mere Contrastive Learning for Cross-Domain Sentiment Analysis

Yun Luo, Fang Guo, Zihan Liu, Yue Zhang

A Structure-Aware Argument Encoder for Literature Discourse Analysis

Yinzi Li, Wei Chen, zhongyu wei, Yujun Huang, Chujun Wang

Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis

Yinglong Ma, Yunhe Pang

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction

Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu

A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction

Yichun Zhao, Kui Meng, Gongshen Liu, Jintao Du, Huijia Zhu

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks

Xin Zhou, Ruotian Ma, Yicheng Zou, Xuanting Chen, Tao Gui

One-Teacher and Multiple-Student Knowledge Distillation on Sentiment Classification

Xiaoqin Chang, Sophia Yat Mei Lee, Suyang Zhu, Shoushan Li, Guodong Zhou

UECA-Prompt: Universal Prompt for Emotion Cause Analysis

Xiaopeng Zheng, Zhiyue Liu, Zizhen Zhang, Zhaoyang Wang, Jiahai Wang

MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations

Weixiang Zhao, Yanyan Zhao, Bing Qin

A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis

Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He

LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis

Tianhao Gao, Jun Fang, Hanyu Liu, Zhiyuan Liu, Chao Liu

EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries

Thushari Atapattu, Mahen Herath, Charitha Elvitigala, Piyanjali de Zoysa, Kasun Gunawardana

COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations

Soumitra Ghosh, Gopendra Vikram Singh, Asif Ekbal, Pushpak Bhattacharyya

Causal Intervention Improves Implicit Sentiment Analysis

Siyin Wang, Jie Zhou, Changzhi Sun, Junjie Ye, Tao Gui

Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction

Shunjie Chen, Xiaochuan Shi, Jingye Li, Shengqiong Wu, Hao Fei

Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection

Rui Liu, Zheng Lin, Huishan Ji, Jiangnan Li, Peng Fu

Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network

Rui Li, Cheng Liu, Dazhi Jiang

A Zero-Shot Claim Detection Framework Using Question Answering

Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung, Kevin Small, Heng Ji

Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning

Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng

KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features

Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang

Analyzing Persuasion Strategies of Debaters on Social Media

Matti Wiegmann, Khalid Al Khatib, Vishal Khanna, Benno Stein

Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance

Longfeng Li, Haifeng Sun, Qi Qi, Jingyu Wang, Jing Wang

When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity

Khalid Alnajjar, Mika Hämäläinen, Jörg Tiedemann, Jorma Laaksonen, Mikko Kurimo

Transferring Confluent Knowledge to Argument Mining

João António Rodrigues, António Branco

SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection

Jianhua Yuan, Yanyan Zhao, Yanyue Lu, Bing Qin

CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection

Jens Lemmens, Jens Van Nooten, Tim Kreutz, Walter Daelemans

Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification

Hao Niu, Yun Xiong, Jian Gao, Zhongchen Miao, Xiaosu Wang

CommunityLM: Probing Partisan Worldviews from Language Models

Hang Jiang, Doug Beeferman, Brandon Roy, Deb Roy

Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora

Flor Miriam Plaza-del-Arco, María-Teresa Martín-Valdivia, Roman Klinger

Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline

Feng Ge, Weizhao Li, Haopeng Ren, Yi Cai

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification

Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang

Entity-Level Sentiment Analysis (ELSA): An Exploratory Task Survey

Egil Rønningstad, Erik Velldal, Lilja Øvrelid

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment

Duzhen Zhang, Zhen Yang, Fandong Meng, Xiuyi Chen, Jie Zhou

A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational Setting

Dushyant Singh Chauhan, Gopendra Vikram Singh, Aseem Arora, Asif Ekbal, Pushpak Bhattacharyya

Unsupervised Data Augmentation for Aspect Based Sentiment Analysis

David Z. Chen, Adam Faulkner, Sahil Badyal

Structural Bias for Aspect Sentiment Triplet Extraction

Chen Zhang, Lei Ren, Fang Ma, Jingang Wang, Wei Wu

A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction

Changzhi Zhou, Dandan Song, Jing Xu, Zhijing Wu

Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate

Cedric Waterschoot, Ernst van den Hemel, Antal van den Bosch

Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis

Bowen Zhang, Xu Huang, Zhichao Huang, Hu Huang, Baoquan Zhang

A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis

Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao

Social Bot-Aware Graph Neural Network for Early Rumor Detection

Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu

Generalizable Implicit Hate Speech Detection Using Contrastive Learning

Youngwook Kim, Shinwoo Park, Yo-Sub Han

Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection

Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr

Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection

Jiyun Kim, Byounghan Lee, Kyung-ah Sohn

A Survey on Multimodal Disinformation Detection

Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov

Offensive Content Detection via Synthetic Code-Switched Text

Cesa Salaam, Franck Dernoncourt, Trung Bui, Danda Rawat, Seunghyun Yoon

Measuring Geographic Performance Disparities of Offensive Language Classifiers

Brandon Lwowski, Paul Rad, Anthony Rios

Demystifying Neural Fake News via Linguistic Feature-Based Interpretation

Ankit Aich, Souvik Bhattacharya, Natalie Parde

LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases

Zichu Fei, Xin Zhou, Tao Gui, Qi Zhang, Xuanjing Huang

Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation

Zichen Wu, Xin Jia, Fanyi Qu, Yunfang Wu

Diversifying Neural Text Generation with Part-of-Speech Guided Softmax and Sampling

Zhixian Yang, Pengxuan Xu, Xiaojun Wan

Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning

Zhichao Geng, Ming Zhong, Zhangyue Yin, Xipeng Qiu, Xuanjing Huang

Visual Information Guided Zero-Shot Paraphrase Generation

Zhe Lin, Xiaojun Wan

On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART

Zebin Ou, Meishan Zhang, Yue Zhang

Text Simplification of College Admissions Instructions: A Professionally Simplified and Verified Corpus

Zachary W. Taylor, Maximus H. Chu, Junyi Jessy Li

Few-shot Table-to-text Generation with Prefix-Controlled Generator

Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang

Psychology-guided Controllable Story Generation

Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing

CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context Modelling

Yucheng Li, Chenghua Lin, Frank Guerin

Question Generation Based on Grammar Knowledge and Fine-grained Classification

Yuan Sun, Sisi Liu, Zhengcuo Dan, Xiaobing Zhao

Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization

Yiming Wang, Qianren Mao, Junnan Liu, Weifeng Jiang, Hongdong Zhu

Chinese Couplet Generation with Syntactic Information

Yan Song

CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions

Xinpeng Wang, Han Jiang, Zhihua Wei, Shanlin Zhou

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks

Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang

CoCGAN: Contrastive Learning for Adversarial Category Text Generation

Xin Sheng, Linli Xu, Yinlong Xu, Changcun Bao, Huang Chen

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries

Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan

Paraphrase Generation as Unsupervised Machine Translation

Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu

Continuous Decomposition of Granularity for Neural Paraphrase Generation

Xiaodong Gu, Zhaowei Zhang, Sang-Woo Lee, Kang Min Yoo, Jung-Woo Ha

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu

Context-Tuning: Learning Contextualized Prompts for Natural Language Generation

Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

DISK: Domain-constrained Instance Sketch for Math Word Problem Generation

Tianyang Cao, Shuang Zeng, Xiaodan Xu, Mairgup Mansur, Baobao Chang

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor

Shangqing Tu, Jifan Yu, Fangwei Zhu, Juanzi Li, Lei Hou

Type-dependent Prompt CycleQAG : Cycle Consistency for Multi-hop Question Generation

Seungyeon Lee, Minho Lee

Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization

Seungone Kim, Se June Joo, Hyungjoo Chae, Chaehyeong Kim, Seung-won Hwang

PINEAPPLE: Personifying INanimate Entities by Acquiring Parallel Personification Data for Learning Enhanced Generation

Sedrick Scott Keh, Kevin Lu, Varun Gangal, Steven Y. Feng, Harsh Jhamtani

GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization

Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou

HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization

Tuan-Anh Phan, Ngoc-Dung Ngoc Nguyen, Khac-Hoai Nam Bui

Generation of Patient After-Visit Summaries to Support Physicians

Pengshan Cai, Fei Liu, Adarsha Bajracharya, Joe Sills, Alok Kapoor

Multi-Document Scientific Summarization from a Knowledge Graph-Centric View

Pancheng Wang, Shasha Li, Kunyuan Pang, Liangliang He, Dong Li

Analyzing the Dialect Diversity in Multi-document Summaries

Olubusayo Olabisi, Aaron Hudson, Antonie Jetter, Ameeta Agrawal

Semantic Overlap Summarization among Multiple Alternative Narratives: An Exploratory Study

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining

Mohamed Elaraby, Diane Litman

Focus-Driven Contrastive Learning for Medical Question Summarization

Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu

PoliSe: Reinforcing Politeness Using User Sentiment for Customer Care Response Generation

Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya

Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision

Masato Takatsuka, Tetsunori Kobayashi, Yoshihiko Hayashi

A Survey of Automatic Text Summarization Using Graph Neural Networks

Marco Ferdinand Salchner, Adam Jatowt

Multi-Perspective Document Revision

Mana Ihori, Hiroshi Sato, Tomohiro Tanaka, Ryo Masumura

Graph-to-Text Generation with Dynamic Structure Pruning

Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue

Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases

Kun Zhang, Yunqi Qiu, Yuanzhuo Wang, Long Bai, Wei Li

Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models

Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut