COLING 2020

1,035 papers

Bi-directional CognitiveThinking Network for Machine Reading Comprehension

Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu

Improving Spoken Language Understanding by Wisdom of Crowds

Koichiro Yoshino, Kana Ikeuchi, Katsuhito Sudoh, Satoshi Nakamura

A Vietnamese Dataset for Evaluating Machine Reading Comprehension

Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen

Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources

Qianglong Chen, Feng Ji, Haiqing Chen, Yin Zhang

Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph

Xu Wang, Shuai Zhao, Jiale Han, Bo Cheng, Hao Yang

Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning

Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi, Aitor Soroa, Eneko Agirre

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering

Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He

Exploring Question-Specific Rewards for Generating Deep Questions

Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng

A Survey of Unsupervised Dependency Parsing

Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu

Context Dependent Semantic Parsing: A Survey

Zhuang Li, Lizhen Qu, Gholamreza Haffari

Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations

Yash Kankanampati, Joseph Le Roux, Nadi Tomeh, Dima Taji, Nizar Habash

Semi-Supervised Dependency Parsing with Arc-Factored Variational Autoencoding

Ge Wang, Kewei Tu

Bracketing Encodings for 2-Planar Dependency Parsing

Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez

I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning

Jungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim

Sentiment Forecasting in Dialog

Zhongqing Wang, Xiujun Zhu, Yue Zhang, Shoushan Li, Guodong Zhou

A hierarchical approach to vision-based language generation: from simple sentences to complex natural language

Simion-Vlad Bogolin, Ioana Croitoru, Marius Leordeanu

Graph-Based Knowledge Integration for Question Answering over Dialogue

Jian Liu, Dianbo Sui, Kang Liu, Jun Zhao

Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity

Hamza Harkous, Isabel Groves, Amir Saffari

GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation

Zhijing Jin, Qipeng Guo, Xipeng Qiu, Zheng Zhang

Improving Variational Autoencoder for Text Modelling with Timestep-Wise Regularisation

Ruizhe Li, Xiao Li, Guanyi Chen, Chenghua Lin

Dynamic Topic Tracker for KB-to-Text Generation

Zihao Fu, Lidong Bing, Wai Lam, Shoaib Jameel

MedWriter: Knowledge-Aware Medical Text Generation

Youcheng Pan, Qingcai Chen, Weihua Peng, Xiaolong Wang, Baotian Hu

Learning with Contrastive Examples for Data-to-Text Generation

Yui Uehara, Tatsuya Ishigaki, Kasumi Aoki, Hiroshi Noji, Keiichi Goshima

Story Generation with Rich Details

Fangzhou Zhai, Vera Demberg, Alexander Koller

Facts2Story: Controlling Text Generation by Key Facts

Eyal Orbach, Yoav Goldberg

Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale

Ozan Caglayan, Pranava Madhyastha, Lucia Specia

A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning

Mingtong Liu, Erguang Yang, Deyi Xiong, Yujie Zhang, Yao Meng

Automatic Detection of Machine Generated Text: A Critical Survey

Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan, V.S.

Retrieval-Augmented Controllable Review Generation

Jihyeok Kim, Seungtaek Choi, Reinald Kim Amplayo, Seung-won Hwang

Topic-driven Ensemble for Online Advertising Generation

Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko, Maxim Petrov, Denis Nasonov

Referring to what you know and do not know: Making Referring Expression Generation Models Generalize To Unseen Entities

Rossana Cunha, Thiago Castro Ferreira, Adriana Pagano, Fabio Alves

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Ruize Wang, zhongyu wei, Ying Cheng, Piji Li, Haijun Shan

Formality Style Transfer with Shared Latent Space

Yunli Wang, Yu Wu, Lili Mou, Zhoujun Li, Wenhan Chao

Ask to Learn: A Study on Curiosity-driven Question Generation

Thomas Scialom, Jacopo Staiano

Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer

Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu

Improving Grammatical Error Correction with Data Augmentation by Editing Latent Representation

Zhaohong Wan, Xiaojun Wan, Wenguang Wang

Heterogeneous Recycle Generation for Chinese Grammatical Error Correction

Charles Hinson, Hen-Hsen Huang, Hsin-Hsi Chen

Contextualized Embeddings for Enriching Linguistic Analyses on Politeness

Ahmad Aljanaideh, Eric Fosler-Lussier, Marie-Catherine de Marneffe

Style versus Content: A distinction without a (learnable) difference?

Somayeh Jafaritazehjani, Gwénolé Lecorvé, Damien Lolive, John Kelleher

Automatic Assistance for Academic Word Usage

Dariush Saberi, John Lee, Jonathan James Webster

Grammatical error detection in transcriptions of spoken English

Andrew Caines, Christian Bentz, Kate Knill, Marek Rei, Paula Buttery

A Neural Local Coherence Analysis Model for Clarity Text Scoring

Panitan Muangkammuen, Sheng Xu, Fumiyo Fukumoto, Kanda Runapongsa Saikaew, Jiyi Li

Generating Diverse Corrections with Local Beam Search for Grammatical Error Correction

Kengo Hotate, Masahiro Kaneko, Mamoru Komachi

Neural text normalization leveraging similarities of strings and sounds

Riku Kawamura, Tatsuya Aoki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura

How Positive Are You: Text Style Transfer using Adaptive Style Embedding

Heejin Kim, Kyung-ah Sohn

Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction

Minh Tran, Yipeng Zhang, Mohammad Soleymani

Automatic Distractor Generation for Multiple Choice Questions in Standard Tests

Zhaopeng Qiu, Xian Wu, Wei Fan

Taking the Correction Difficulty into Account in Grammatical Error Correction Evaluation

Takumi Gotou, Ryo Nagata, Masato Mita, Kazuaki Hanawa

Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams

Yuanhe Tian, Yan Song, Fei Xia

Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning

Weipeng Huang, Xingyi Cheng, Kunlong Chen, Taifeng Wang, Wei Chu

Parsers Know Best: German PP Attachment Revisited

Bich-Ngoc Do, Ines Rehbein

KeyGames: A Game Theoretic Approach to Automatic Keyphrase Extraction

Arnav Saxena, Mudit Mangal, Goonjan Jain

Multi-grained Chinese Word Segmentation with Weakly Labeled Data

Chen Gong, Zhenghua Li, Bowei Zou, Min Zhang

An Enhanced Knowledge Injection Model for Commonsense Generation

Zhihao Fan, Yeyun Gong, zhongyu wei, Siyuan Wang, Yameng Huang

Generalized Shortest-Paths Encoders for AMR-to-Text Generation

Lisa Jin, Daniel Gildea

The ApposCorpus: a new multilingual, multi-domain dataset for factual appositive generation

Yova Kementchedjhieva, Di Lu, Joel Tetreault

TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching

Heng Gong, Yawei Sun, Xiaocheng Feng, Bing Qin, Wei Bi

Mark-Evaluate: Assessing Language Generation using Population Estimation Methods

Gonçalo Mordido, Christoph Meinel

CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation

Jungjun Kim, Hanbin Ko, Jialin Wu

Image Caption Generation for News Articles

Zhishen Yang, Naoaki Okazaki

Offensive Language Detection on Video Live Streaming Chat

Zhiwei Gao, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

Language-Driven Region Pointer Advancement for Controllable Image Captioning

Annika Lindh, Robert Ross, John Kelleher

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks

Steven Derby, Paul Miller, Barry Devereux

Humans Meet Models on Object Naming: A New Dataset and Analysis

Carina Silberer, Sina Zarrieß, Matthijs Westera, Gemma Boleda

Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements

Andrey Savchenko, Anton Alekseev, Sejeong Kwon, Elena Tutubalina, Evgeny Myasnikov

Visual-Textual Alignment for Graph Inference in Visual Dialog

Tianling Jiang, Yi Ji, Chunping Liu, Hailin Shao

Towards Knowledge-Augmented Visual Question Answering

Maryam Ziaeefard, Freddy Lecue

RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER

Lin Sun, Jiquan Wang, Yindu Su, Fangsheng Weng, Yuxuan Sun

Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network

Daizong Liu, Xiaoye Qu, Jianfeng Dong, Pan Zhou

Personalized Multimodal Feedback Generation in Education

Haochen Liu, Zitao Liu, Zhongqin Wu, Jiliang Tang

Connecting the Dots Between Fact Verification and Fake News Detection

Qifei Li, Wangchunshu Zhou

Lin: Unsupervised Extraction of Tasks from Textual Communication

Parth Diwanji, Hui GUO, Munindar Singh, Anup Kalia

Detecting de minimis Code-Switching in Historical German Books

Shijia Liu, David Smith

Predicting Personal Opinion on Future Events with Fingerprints

Fan Yang, Eduard Dragut, Arjun Mukherjee

Medical Knowledge-enriched Textual Entailment Framework

Shweta Yadav, Vishal Pallagani, Amit Sheth

Modeling Event Salience in Narratives via Barthes’ Cardinal Functions

Takaki Otake, Sho Yokoi, Naoya Inoue, Ryo Takahashi, Tatsuki Kuribayashi

A Deep Generative Approach to Native Language Identification

Ehsan Lotfi, Ilia Markov, Walter Daelemans

Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction

Oren Pereg, Daniel Korat, Moshe Wasserblat

Complaint Identification in Social Media with Transformer Networks

Mali Jin, Nikolaos Aletras

Combining Event Semantics and Degree Semantics for Natural Language Inference

Izumi Haruta, Koji Mineshima, Daisuke Bekki

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet

Bairu Hou, Fanchao Qi, Yuan Zang, Xurui Zhang, Zhiyuan Liu

comp-syn: Perceptually Grounded Word Embeddings with Color

Bhargav Srinivasa Desikan, Tasker Hull, Ethan Nadler, Douglas Guilbeault, Aabir Abubakar Kar

Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models

Bosung Kim, Taesuk Hong, Youngjoong Ko, Jungyun Seo

Vec2Sent: Probing Sentence Embeddings with Natural Language Generation

Martin Kerscher, Steffen Eger

Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis

Michael Lepori

PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction

Yichun Yin, Chenguang Wang, Ming Zhang

Autoencoding Improves Pre-trained Word Embeddings

Masahiro Kaneko, Danushka Bollegala

Improving Relation Extraction with Relational Paraphrase Sentences

Junjie Yu, Tong Zhu, Wenliang Chen, Wei Zhang, Min Zhang

Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge Graph

Jiseong Kim, Key-Sun Choi

ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction

Erxin Yu, Wenjuan Han, Yuan Tian, Yi Chang

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention

Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou

Biased TextRank: Unsupervised Graph-Based Content Extraction

Ashkan Kazemi, Veronica Perez-Rosas, Rada Mihalcea

Document-level Relation Extraction with Dual-tier Heterogeneous Graph

Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Tingwen Liu, Hengzhu Tang

A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification

Haopeng Ren, Yi Cai, Xiaofeng Chen, Guohua Wang, Qing Li

Unsupervised Deep Language and Dialect Identification for Short Texts

Koustava Goswami, Rajdeep Sarkar, Bharathi Raja Chakravarthi, Theodorus Fransen, John P. McCrae

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification

Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han

TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation

Chengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury, Hamed Shariat Yazdi, Jens Lehmann

TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking

Yucheng Wang, Bowen Yu, Yueyang Zhang, Tingwen Liu, Hongsong Zhu

Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement

Yanguang Chen, Yuanyuan Sun, Zhihao Yang, Hongfei Lin

Graph Enhanced Dual Attention Network for Document-Level Relation Extraction

Bo Li, Wei Ye, Zhonghao Sheng, Rui Xie, Xiangyu Xi