COLING 2022

931 papers

View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond

Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang

APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations

Katherine Atwell, Sabit Hassan, Malihe Alikhani

ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification

Kai North, Marcos Zampieri, Tharindu Ranasinghe

Summarizing Dialogues with Negative Cues

Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma

How to Find Strong Summary Coherence Measures? A Toolbox and a Comparative Study for Summary Coherence Measure Evaluation

Julius Steen, Katja Markert

Source-summary Entity Aggregation in Abstractive Summarization

José Ángel González, Annie Louis, Jackie Chi Kit CHEUNG

Benchmarking Compositionality with Formal Languages

Josef Valvoda, Naomi Saphra, Jonathan Rawski, Adina Williams, Ryan Cotterell

Automatic Nominalization of Clauses through Textual Entailment

John S. Y. Lee, Ho Hung Lim, Carol Webster, Anton Melser

JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation

Jingyi You, Dongyuan Li, Manabu Okumura, Kenji Suzuki

Comparative Graph-based Summarization of Scientific Papers Guided by Comparative Citations

Jingqiang Chen, Chaoxiang Cai, Xiaorui Jiang, Kejia Chen

Boosting Code Summarization by Embedding Code Structures

Jikyoeng Son, Joonghyuk Hahn, HyeonTae Seo, Yo-Sub Han

Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation

Husam Quteineh, Spyridon Samothrakis, Richard Sutcliffe

Multi-Figurative Language Generation

Huiyuan Lai, Malvina Nissim

KHANQ: A Dataset for Generating Deep Questions in Education

Huanli Gong, Liangming Pan, Hengchang Hu

Coordination Generation via Synchronized Text-Infilling

Hiroki Teranishi, Yuji Matsumoto

Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator

Guisheng Liu, Yi Li, Yanqing Guo, Xiangyang Luo, Bo Wang

PrefScore: Pairwise Preference Learning for Reference-free Summarization Quality Assessment

Ge Luo, Hebi Li, Youbiao He, Forrest Sheng Bao

Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation

Fei-Tzin Lee, Miguel Ballesteros, Feng Nan, Kathleen McKeown

Improving Zero-Shot Multilingual Text Generation via Iterative Distillation

Ernie Chang, Alex Marin, Vera Demberg

Multi Graph Neural Network for Extractive Long Document Summarization

Xuan-Dung Doan, Le-Minh Nguyen, Khac-Hoai Nam Bui

A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model

Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura

Selective Token Generation for Few-shot Natural Language Generation

Daejin Jo, Taehwan Kwon, Eun-Sol Kim, Sungwoong Kim

Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation

Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, Chloé Clavel

CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization

Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang

Content Type Profiling of Data-to-Text Generation Datasets

Ashish Upadhyay, Stewart Massie

GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation

Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang

LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation

Yue Zhang, Parisa Kordjamshidi

Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss

YouHan Lee, KyungTae Lim, Woonhyuk Baek, Byungseok Roh, Saehoon Kim

Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances

Yike Wu, Yu Zhao, Shiwan Zhao, Ying Zhang, Xiaojie Yuan

Scene Graph Modification as Incremental Structure Expanding

Xuming Hu, Zhijiang Guo, Yu Fu, Lijie Wen, Philip S. Yu

Emergence of Hierarchical Reference Systems in Multi-agent Communication

Xenia Ohmer, Marko Duda, Elia Bruni

Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering

Weidong Tian, Haodong Li, Zhong-Qiu Zhao

SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning

Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing

End-to-end Dense Video Captioning as Sequence Generation

Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang, Radu Soricut

Towards Better Semantic Understanding of Mobile Interfaces

Srinivas Sunkara, Maria Wang, Lijuan Liu, Gilles Baechler, Yu-Chung Hsiao

In-the-Wild Video Question Answering

Santiago Castro, Naihao Deng, Pingxuan Huang, Mihai Burzo, Rada Mihalcea

ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments

Michael Hanna, Federico Pedeni, Alessandro Suglia, Alberto Testoni, Raffaella Bernardi

How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input?

Lovisa Hagström, Richard Johansson

Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing

Lennart Wachowiak, Dagmar Gromann

Visual Prompt Tuning for Few-Shot Text Classification

Jingyuan Wen, Yutian Luo, Nanyi Fei, Guoxing Yang, Zhiwu Lu

Are Visual-Linguistic Models Commonsense Knowledge Bases?

Hsiu-Yu Yang, Carina Silberer

Learning to Focus on the Foreground for Temporal Sentence Grounding

Daizong Liu, Wei Hu

Building Joint Relationship Attention Network for Image-Text Generation

Changzhi Wang, Xiaodong Gu

Towards Understanding the Relation between Gestures and Language

Artem Abzaliev, Andrew Owens, Rada Mihalcea

Belief Revision Based Caption Re-ranker with Visual Semantic Information

Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha, Lluís Padró

Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing

Ziyao Xu, Houfeng Wang, Bingdong Wang

BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning

Ziming Cheng, Zuchao Li, Hai Zhao

Simple and Effective Graph-to-Graph Annotation Conversion

Yuxuan Wang, Zhilin Lei, Yuqiu Ji, Wanxiang Che

Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing

Yuanhe Tian, Yan Song, Fei Xia

Yet Another Format of Universal Dependencies for Korean

Yige Chen, Eunkyul Leah Jo, Yundong Yao, KyungTae Lim, Miikka Silfverberg

Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning

Xuantao Lu, Jingping Liu, Zhouhong Gu, Hanwen Tong, Chenhao Xie

Position Offset Label Prediction for Grammatical Error Correction

Xiuyu Wu, Jingsong Yu, Xu Sun, Yunfang Wu

Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models

Taeuk Kim

Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling

Shuhei Kurita, Hiroki Ouchi, Kentaro Inui, Satoshi Sekine

Speaker-Aware Discourse Parsing on Multi-Party Dialogues

Nan Yu, Guohong Fu, Min Zhang

FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition

Linyi Yang, Lifan Yuan, Leyang Cui, Wenyang Gao, Yue Zhang

The Fragility of Multi-Treebank Parsing Evaluation

Iago Alonso-Alonso, David Vilares, Carlos Gómez-Rodríguez

String Editing Based Chinese Grammatical Error Diagnosis

Haihua Xie, Xiaoqing Lyu, Xuefei Chen

PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling

Guanting Dong, Daichi Guo, Liwen Wang, Xuefeng Li, Zechen Wang

Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages

Georgie Botev, Arya D. McCarthy, Winston Wu, David Yarowsky

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers

Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei

Language-Independent Approach for Morphological Disambiguation

Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev

Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction

Zihao Feng, Hailong Cao, Tiejun Zhao, Weixuan Wang, Wei Peng

Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training

Zhongjian Miao, Xiang Li, Liyan Kang, Wen Zhang, Chulun Zhou

Adapting to Non-Centered Languages for Zero-shot Multilingual Translation

Zhi Qu, Taro Watanabe

Alleviating the Inequality of Attention Heads for Neural Machine Translation

Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen

Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation

Yuto Kuroda, Tomoyuki Kajiwara, Yuki Arase, Takashi Ninomiya

Categorizing Semantic Representations for Neural Machine Translation

Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang

Improving Non-Autoregressive Neural Machine Translation via Modeling Localness

Yong Wang, Xinwei Geng

CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation

Yikun Lei, Yuqi Ren, Deyi Xiong

Improving Both Domain Robustness and Domain Adaptability in Machine Translation

Wen Lai, Jindřich Libovický, Alexander Fraser

QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation

Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Gyeongmin Kim

Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and English

Ruikang Shi, Alvin Grissom II, Duc Minh Trinh

Informative Language Representation Learning for Massively Multilingual Neural Machine Translation

Renren Jin, Deyi Xiong

Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model

Qiao Cheng, Jin Huang, Yitao Duan

Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation

Qiang Wang, Rongxiang Weng, Ming Chen

Addressing Asymmetry in Multilingual Neural Machine Translation with Fuzzy Task Clustering

Qian Wang, Jiajun Zhang

Interactive Post-Editing for Verbosity Controlled Translation

Prabhakar Gupta, Anil Nelakanti, Grant M. Berry, Abhishek Sharma

Speeding up Transformer Decoding via an Attention Refinement Network

Kaixin Wu, Yue Zhang, Bojie Hu, Tong Zhang

Noise-robust Cross-modal Interactive Learning with Text2Image Mask for Multi-modal Neural Machine Translation

Junjie Ye, Junjun Guo, Yan Xiang, Kaiwen Tan, Zhengtao Yu

PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation

Juncheng Wan, Jian Yang, Shuming Ma, Dongdong Zhang, Weinan Zhang

Dynamic Position Encoding for Transformers

Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban

Linguistically-Motivated Yorùbá-English Machine Translation

Ife Adebara, Muhammad Abdul-Mageed, Miikka Silfverberg

Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation

Hongxiao Zhang, Hui Huang, Jiale Gao, Yufeng Chen, Jinan Xu

Language Branch Gated Multilingual Neural Machine Translation

Haoran Sun, Deyi Xiong

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation

Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang

On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation

Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu

Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation

Binh Nguyen, Long Nguyen, Dien Dinh

FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT

Abhisek Chakrabarty, Raj Dabre, Chenchen Ding, Hideki Tanaka, Masao Utiyama

A Generalized Method for Automated Multilingual Loanword Detection

Abhijnan Nath, Sina Mahdipour Saravani, Ibrahim Khebour, Sheikh Mannan, Zihui Li

Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics

Zihao Wang, Jiaheng Dou, Yong Zhang

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models

Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding

Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu

Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing

Yury Zemlyanskiy, Michiel De Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw

Can Data Diversity Enhance Learning Generalization?

Yu Yu, Shahram Khadivi, Jia Xu

RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space

Yao Dong, Lei Wang, Ji Xiang, Xiaobo Guo, Yuqiang Xie

Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression

Xinge Ma, Jin Wang, Liang-Chih Yu, Xuejie Zhang

Smoothed Contrastive Learning for Unsupervised Sentence Embedding

Xing Wu, Chaochen Gao, Yipeng Su, Jizhong Han, Zhongyuan Wang

OpticE: A Coherence Theory-Based Model for Link Prediction

Xiangyu Gui, Feng Zhao, Langjunqing Jin, Hai Jin

Vocabulary-informed Language Encoding

Xi Ai, Bin Fang