ACL 2020

1,239 papers

Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models

Pia Sommerauer

Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrichment

Alex Luu, Sophia A. Malamud

Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling

David Harbecke, Christoph Alt

Multi-Task Neural Model for Agglutinative Language Translation

Yirong Pan, Xiao Li, Yating Yang, Rui Dong

Feature Difference Makes Sense: A medical image captioning model exploiting feature difference and tag information

Hyeryun Park, Kyungmo Kim, Jooyoung Yoon, Seongkeun Park, Jinwook Choi

SCAR: Sentence Compression using Autoencoders for Reconstruction

Chanakya Malireddy, Tirth Maniar, Manish Shrivastava

Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling

Felix Hamborg

Zero-shot North Korean to English Neural Machine Translation by Character Tokenization and Phoneme Decomposition

Hwichan Kim, Tosho Hirasawa, Mamoru Komachi

Combining Subword Representations into Word-level Representations in the Transformer Architecture

Noe Casas, Marta R. Costa-jussà, José A. R. Fonollosa

Topic Balancing with Additive Regularization of Topic Models

Eugeniia Veselova, Konstantin Vorontsov

Reflection-based Word Attribute Transfer

Yoichi Ishibashi, Katsuhito Sudoh, Koichiro Yoshino, Satoshi Nakamura

RPD: A Distance Function Between Word Embeddings

Xuhui Zhou, Shujian Huang, Zaixiang Zheng

Research on Task Discovery for Transfer Learning in Deep Neural Networks

Arda Akdemir

Grammatical Error Correction Using Pseudo Learner Corpus Considering Learner’s Error Tendency

Yujin Takahashi, Satoru Katsumata, Mamoru Komachi

HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing

Miaomiao Yu, Yujiu Yang, Chenhui Li

Unsupervised Paraphasia Classification in Aphasic Speech

Sharan Pai, Nikhil Sachdeva, Prince Sachdeva, Rajiv Ratn Shah

Story-level Text Style Transfer: A Proposal

Yusu Qian

Adaptive Transformers for Learning Multimodal Representations

Prajjwal Bhargava

What’s The Latest? A Question-driven News Chatbot

Philippe Laban, John Canny, Marti A. Hearst

LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation

Dong-Ho Lee, Rahul Khanna, Bill Yuchen Lin, Seyeon Lee, Qinyuan Ye

SUPP.AI: finding evidence for supplement-drug interactions

Lucy Lu Wang, Oyvind Tafjord, Arman Cohan, Sarthak Jain, Sam Skjonsberg

NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg

Joshua Bambrick, Minjie Xu, Andy Almonte, Igor Malioutov, Guim Perarnau

Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems

Swadheen Shukla, Lars Liden, Shahin Shayandeh, Eslam Kamal, Jinchao Li

Torch-Struct: Deep Structured Prediction Library

Alexander Rush

MMPE: A Multi-Modal Interface using Handwriting, Touch Reordering, and Speech Commands for Post-Editing Machine Translation

Nico Herbig, Santanu Pal, Tim Düwel, Kalliopi Meladaki, Mahsa Monshizadeh

Embedding-based Scientific Literature Discovery in a Text Editor Application

Onur Gökçe, Jonathan Prada, Nikola I. Nikolov, Nianlong Gu, Richard H.R. Hahnloser

Penman: An Open-Source Library and Tool for AMR Graphs

Michael Wayne Goodman

ESPnet-ST: All-in-One Speech Translation Toolkit

Hirofumi Inaguma, Shun Kiyono, Kevin Duh, Shigeki Karita, Nelson Yalta

Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes

Pengfei Cao, Chenwei Yan, Xiangling Fu, Yubo Chen, Kang Liu

Prta: A System to Support the Analysis of Propaganda Techniques in the News

Giovanni Da San Martino, Shaden Shaar, Yifan Zhang, Seunghak Yu, Alberto Barrón-Cedeño

ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents

Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation

Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett

Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing

Ben Swanson, Boris Smus

Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines

Nabil Hossain, John Krumm, Tanvir Sajed, Henry Kautz

NLP Scholar: An Interactive Visual Explorer for Natural Language Processing Literature

Saif M. Mohammad

MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform

Xiang Gao, Michel Galley, Bill Dolan

Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations

Toby Jia-Jun Li, Tom Mitchell, Brad A. Myers

Photon: A Robust Cross-Domain Text-to-SQL System

Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi, Richard Socher, Caiming Xiong

Nakdan: Professional Hebrew Diacritizer

Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg

exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models

Benjamin Hoover, Hendrik Strobelt, Sebastian Gehrmann

Label Noise in Context

Michael Desmond, Catherine Finegan-Dollak, Jeff Boston, Matt Arnold

OpusFilter: A Configurable Parallel Corpus Filtering Toolbox

Mikko Aulamo, Sami Virpioja, Jörg Tiedemann

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu

CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task

Shuo Sun, Suzanna Sia, Kevin Duh

LinggleWrite: a Coaching System for Essay Writing

Chung-Ting Tsai, Jhih-Jie Chen, Ching-Yu Yang, Jason S. Chang

The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu, Yu Wang, Jianshu Ji, Hao Cheng, Xueyun Zhu

jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models

Yada Pruksachatkun, Phil Yeres, Haokun Liu, Jason Phang, Phu Mon Htut

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning

BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab

Yonghao Jin, Fei Li, Hong Yu

Multilingual Universal Sentence Encoder for Semantic Retrieval

Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law

GAIA: A Fine-grained Multimedia Knowledge Extraction System

Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead

SyntaxGym: An Online Platform for Targeted Evaluation of Language Models

Jon Gauthier, Jennifer Hu, Ethan Wilcox, Peng Qian, Roger Levy

Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time

Benjamin Nye, Ani Nenkova, Iain Marshall, Byron C. Wallace

EVIDENCEMINER: Textual Evidence Discovery for Life Sciences

Xuan Wang, Yingjun Guan, Weili Liu, Aabhas Chauhan, Enyi Jiang

pyBART: Evidence-based Syntactic Transformations for IE

Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty

Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation

Federico Scozzafava, Marco Maru, Fabrizio Brignone, Giovanni Torrisi, Roberto Navigli

Talk to Papers: Bringing Neural Question Answering to Academic Search

Tiancheng Zhao, Kyusong Lee

Tabouid: a Wikipedia-based word guessing game

Timothée Bernard

Syntactic Search by Example

Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg

TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing

Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu

Xiaomingbot: A Multilingual Robot News Reporter

Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou

Treebank Embedding Vectors for Out-of-Domain Dependency Parsing

Joachim Wagner, James Barry, Jennifer Foster

SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling

Luoxin Chen, Weitong Ruan, Xinyue Liu, Jianhua Lu

Revisiting Higher-Order Dependency Parsers

Erick Fonseca, André F. T. Martins

Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches

Tianze Shi, Lillian Lee

Uncertain Natural Language Inference

Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi, Benjamin Van Durme

Towards Robustifying NLI Models Against Lexical Dataset Biases

Xiang Zhou, Mohit Bansal

QuASE: Question-Answer Driven Sentence Encoding

Hangfeng He, Qiang Ning, Dan Roth

NILE : Natural Language Inference with Faithful Natural Language Explanations

Sawan Kumar, Partha Talukdar

Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance

Prasetya Ajie Utama, Nafise Sadat Moosavi, Iryna Gurevych

End-to-End Bias Mitigation by Modelling Biases in Corpora

Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson

Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition

Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, Adina Williams

Smart To-Do: Automatic Generation of To-Do Items from Emails

Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Should All Cross-Lingual Embeddings Speak English?

Antonios Anastasopoulos, Graham Neubig

ScriptWriter: Narrative-Guided Script Generation

Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou

Predicting Performance for Natural Language Processing Tasks

Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

Multi-Label and Multilingual News Framing Analysis

Afra Feyza Akyürek, Lei Guo, Randa Elanwar, Prakash Ishwar, Margrit Betke

Let Me Choose: From Verbal Context to Font Selection

Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka

DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking

Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski

Clinical Concept Linking with Contextualized Neural Representations

Elliot Schumacher, Andriy Mulyar, Mark Dredze

Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring

Haoran Zhang, Diane Litman

A Multi-Perspective Architecture for Semantic Code Search

Rajarshi Haldar, Lingfei Wu, Jinjun Xiong, Julia Hockenmaier

Regularized Context Gates on Transformer for Machine Translation

Xintong Li, Lemao Liu, Rui Wang, Guoping Huang, Max Meng

Parallel Corpus Filtering via Pre-trained Language Models

Boliang Zhang, Ajay Nagesh, Kevin Knight

Evaluating Robustness to Input Perturbations for Neural Machine Translation

Xing Niu, Prashant Mathur, Georgiana Dinu, Yaser Al-Onaizan

Balancing Training for Multilingual Neural Machine Translation

Xinyi Wang, Yulia Tsvetkov, Graham Neubig

Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation

Arya D. McCarthy, Xian Li, Jiatao Gu, Ning Dong

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition

Bill Yuchen Lin, Dong-Ho Lee, Ming Shen, Ryan Moreno, Xiao Huang

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories

Giannis Karamanolakis, Jun Ma, Xin Luna Dong

Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference

Jing Wang, Mayank Kulkarni, Daniel Preoţiuc-Pietro

Hierarchical Entity Typing via Multi-level Learning to Rank

Tongfei Chen, Yunmo Chen, Benjamin Van Durme

A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization

Dongfang Xu, Zeyu Zhang, Steven Bethard

Unsupervised Cross-lingual Representation Learning at Scale

Alexis CONNEAU, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek

Universal Decompositional Semantic Parsing

Elias Stengel-Eskin, Aaron Steven White, Sheng Zhang, Benjamin Van Durme

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel

Structured Tuning for Semantic Role Labeling

Tao Li, Parth Anand Jawale, Martha Palmer, Vivek Srikumar

Predicting the Focus of Negation: Model and Error Analysis

Md Mosharaf Hossain, Kathleen Hamilton, Alexis Palmer, Eduardo Blanco

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing

Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee

Estimating Mutual Information Between Dense Word Embeddings

Vitalii Zhelezniak, Aleksandar Savkov, Nils Hammerla

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks

Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy