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EMNLP 2020

1,823 papers

Contextual Modulation for Relation-Level Metaphor Identification

Omnia Zayed, John P. McCrae, Paul Buitelaar

Dual Low-Rank Multimodal Fusion

Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation

Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo

Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation

Giuseppe Russo, Nora Hollenstein, Claudiu Cristian Musat, Ce Zhang

Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives

Won Ik Cho, Youngki Moon, Sangwhan Moon, Seok Min Kim, Nam Soo Kim

Improving Grammatical Error Correction with Machine Translation Pairs

Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei

Multilingual Argument Mining: Datasets and Analysis

Orith Toledo-Ronen, Matan Orbach, Yonatan Bilu, Artem Spector, Noam Slonim

Enhance Robustness of Sequence Labelling with Masked Adversarial Training

Luoxin Chen, Xinyue Liu, Weitong Ruan, Jianhua Lu

Understanding tables with intermediate pre-training

Julian Eisenschlos, Syrine Krichene, Thomas Müller

A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction

Masato Mita, Shun Kiyono, Masahiro Kaneko, Jun Suzuki, Kentaro Inui

Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models

Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun

Gradient-based Analysis of NLP Models is Manipulable

Junlin Wang, Jens Tuyls, Eric Wallace, Sameer Singh

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction

Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng

How Decoding Strategies Affect the Verifiability of Generated Text

Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel

Semantic Matching for Sequence-to-Sequence Learning

Ruiyi Zhang, Changyou Chen, Xinyuan Zhang, Ke Bai, Lawrence Carin

Few-shot Natural Language Generation for Task-Oriented Dialog

Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li

Converting the Point of View of Messages Spoken to Virtual Assistants

Gunhee Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Purva Kulkarni

A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings

Katsuhiko Hayashi, Koki Kishimoto, Masashi Shimbo

Reducing Sentiment Bias in Language Models via Counterfactual Evaluation

Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl

GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis

Huaishao Luo, Lei Ji, Tianrui Li, Daxin Jiang, Nan Duan

Fully Quantized Transformer for Machine Translation

Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh

The Amazing World of Neural Language Generation

Yangfeng Ji, Antoine Bosselut, Thomas Wolf, Asli Celikyilmaz

Simultaneous Translation

Liang Huang, Colin Cherry, Mingbo Ma, Naveen Arivazhagan, Zhongjun He

Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks

Parisa Kordjamshidi, James Pustejovsky, Marie-Francine Moens

High Performance Natural Language Processing

Gabriel Ilharco, Cesar Ilharco, Iulia Turc, Tim Dettmers, Felipe Ferreira

Interpreting Predictions of NLP Models

Eric Wallace, Matt Gardner, Sameer Singh

Machine Reasoning: Technology, Dilemma and Future

Nan Duan, Duyu Tang, Ming Zhou

IsOBS: An Information System for Oracle Bone Script

Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyuan Liu, Maosong Sun

Langsmith: An Interactive Academic Text Revision System

Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, Kentaro Inui

CoRefi: A Crowd Sourcing Suite for Coreference Annotation

Ari Bornstein, Arie Cattan, Ido Dagan

A Data-Centric Framework for Composable NLP Workflows

Zhengzhong Liu, Guanxiong Ding, Avinash Bukkittu, Mansi Gupta, Pengzhi Gao

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

Liam Dugan, Daphne Ippolito, Arun Kirubarajan, Chris Callison-Burch

BENNERD: A Neural Named Entity Linking System for COVID-19

Mohammad Golam Sohrab, Khoa Duong, Makoto Miwa, Goran Topić, Ikeda Masami

WantWords: An Open-source Online Reverse Dictionary System

Fanchao Qi, Lei Zhang, Yanhui Yang, Zhiyuan Liu, Maosong Sun

LibKGE - A knowledge graph embedding library for reproducible research

Samuel Broscheit, Daniel Ruffinelli, Adrian Kochsiek, Patrick Betz, Rainer Gemulla

NeuSpell: A Neural Spelling Correction Toolkit

Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

Agent Assist through Conversation Analysis

Kshitij Fadnis, Nathaniel Mills, Jatin Ganhotra, Haggai Roitman, Gaurav Pandey

SIMULEVAL: An Evaluation Toolkit for Simultaneous Translation

Xutai Ma, Mohammad Javad Dousti, Changhan Wang, Jiatao Gu, Juan Pino

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Tom Hope, Jason Portenoy, Kishore Vasan, Jonathan Borchardt, Eric Horvitz

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner

The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models

Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen

ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts

Cuong Xuan Chu, Simon Razniewski, Gerhard Weikum

A Technical Question Answering System with Transfer Learning

Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng

Youling: an AI-assisted Lyrics Creation System

Rongsheng Zhang, Xiaoxi Mao, Le Li, Lin Jiang, Lin Chen

InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles

Simone Conia, Fabrizio Brignone, Davide Zanfardino, Roberto Navigli

DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching

Kasra Hosseini, Federico Nanni, Mariona Coll Ardanuy

HUMAN: Hierarchical Universal Modular ANnotator

Moritz Wolf, Dana Ruiter, Ashwin Geet D’Sa, Liane Reiners, Jan Alexandersson

AdapterHub: A Framework for Adapting Transformers

Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Aishwarya Kamath, Ivan Vulić

Transformers: State-of-the-Art Natural Language Processing

Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue

ARES: A Reading Comprehension Ensembling Service

Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian

BERTweet: A pre-trained language model for English Tweets

Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen

OpenUE: An Open Toolkit of Universal Extraction from Text

Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang

VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles

Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao

Re-evaluating Evaluation in Text Summarization

Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig

Evaluating the Factual Consistency of Abstractive Text Summarization

Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher

Multi-Fact Correction in Abstractive Text Summarization

Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit CHEUNG

On Extractive and Abstractive Neural Document Summarization with Transformer Language Models

Jonathan Pilault, Raymond Li, Sandeep Subramanian, Chris Pal

Evaluating and Characterizing Human Rationales

Samuel Carton, Anirudh Rathore, Chenhao Tan

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Swabha Swayamdipta, Roy Schwartz, Nicholas Lourie, Yizhong Wang, Hannaneh Hajishirzi

With Little Power Comes Great Responsibility

Dallas Card, Peter Henderson, Urvashi Khandelwal, Robin Jia, Kyle Mahowald

MedDialog: Large-scale Medical Dialogue Datasets

Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang

GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems

Lishan Huang, Zheng Ye, Jinghui Qin, Liang Lin, Xiaodan Liang

Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions

Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian McAuley

Partially-Aligned Data-to-Text Generation with Distant Supervision

Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

Improving Text Generation with Student-Forcing Optimal Transport

Jianqiao Li, Chunyuan Li, Guoyin Wang, Hao Fu, Yuhchen Lin

On the Sentence Embeddings from Pre-trained Language Models

Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang

An Analysis of Natural Language Inference Benchmarks through the Lens of Negation

Md Mosharaf Hossain, Venelin Kovatchev, Pranoy Dutta, Tiffany Kao, Elizabeth Wei

What time is it? Temporal Analysis of Novels

Allen Kim, Charuta Pethe, Steve Skiena

PathQG: Neural Question Generation from Facts

Siyuan Wang, zhongyu wei, Zhihao Fan, zengfeng Huang, Weijian Sun

PyMT5: multi-mode translation of natural language and Python code with transformers

Colin Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan

Neural Topic Modeling with Cycle-Consistent Adversarial Training

Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong