NAACL 2021

941 papers

UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization

Hoang-Quynh Le, Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen

MNLP at MEDIQA 2021: Fine-Tuning PEGASUS for Consumer Health Question Summarization

Jooyeon Lee, Huong Dang, Ozlem Uzuner, Sam Henry

UETrice at MEDIQA 2021: A Prosper-thy-neighbour Extractive Multi-document Summarization Model

Duy-Cat Can, Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen

IBMResearch at MEDIQA 2021: Toward Improving Factual Correctness of Radiology Report Abstractive Summarization

Diwakar Mahajan, Ching-Huei Tsou, Jennifer J Liang

NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization

Shweta Yadav, Mourad Sarrouti, Deepak Gupta

QIAI at MEDIQA 2021: Multimodal Radiology Report Summarization

Jean-Benoit Delbrouck, Cassie Zhang, Daniel Rubin

Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning

Ravi Kondadadi, Sahil Manchanda, Jason Ngo, Ronan McCormack

SB_NITK at MEDIQA 2021: Leveraging Transfer Learning for Question Summarization in Medical Domain

Spandana Balumuri, Sony Bachina, Sowmya Kamath S

NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers

Lung-Hao Lee, Po-Han Chen, Yu-Xiang Zeng, Po-Lei Lee, Kuo-Kai Shyu

ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization

Liwen Xu, Yan Zhang, Lei Hong, Yi Cai, Szui Sung

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization

Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang

Measuring the relative importance of full text sections for information retrieval from scientific literature.

Lana Yeganova, Won Gyu Kim, Donald Comeau, W John Wilbur, Zhiyong Lu

Context-aware query design combines knowledge and data for efficient reading and reasoning

Emilee Holtzapple, Brent Cochran, Natasa Miskov-Zivanov

Semi-Supervised Language Models for Identification of Personal Health Experiential from Twitter Data: A Case for Medication Effects

Minghao Zhu, Keyuan Jiang

BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA

Sultan Alrowili, K. Vijay-Shanker

Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts

Yang Liu, Yuanhe Tian, Tsung-Hui Chang, Song Wu, Xiang Wan

Contextual explanation rules for neural clinical classifiers

Madhumita Sushil, Simon Suster, Walter Daelemans

EntityBERT: Entity-centric Masking Strategy for Model Pretraining for the Clinical Domain

CHEN LIN, Timothy Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova

Improving Biomedical Pretrained Language Models with Knowledge

Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang

Word-Level Alignment of Paper Documents with their Electronic Full-Text Counterparts

Mark-Christoph Müller, Sucheta Ghosh, Ulrike Wittig, Maja Rey

End-to-end Biomedical Entity Linking with Span-based Dictionary Matching

Shogo Ujiie, Hayate Iso, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

Word centrality constrained representation for keyphrase extraction

Zelalem Gero, Joyce Ho

BioELECTRA:Pretrained Biomedical text Encoder using Discriminators

Kamal raj Kanakarajan, Bhuvana Kundumani, Malaikannan Sankarasubbu

Claim Detection in Biomedical Twitter Posts

Amelie Wührl, Roman Klinger

BLAR: Biomedical Local Acronym Resolver

William Hogan, Yoshiki Vazquez Baeza, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim

Stress Test Evaluation of Biomedical Word Embeddings

Vladimir Araujo, Andres Carvallo, Carlos Aspillaga, Camilo Thorne, Denis Parra

damo_nlp at MEDIQA 2021: Knowledge-based Preprocessing and Coverage-oriented Reranking for Medical Question Summarization

Yifan He, Mosha Chen, Songfang Huang

BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task

Songtai Dai, Quan Wang, Yajuan Lyu, Yong Zhu

paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization

Wei Zhu, Yilong He, Ling Chai, Yunxiao Fan, Yuan Ni

WBI at MEDIQA 2021: Summarizing Consumer Health Questions with Generative Transformers

Mario Sänger, Leon Weber, Ulf Leser

Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain

Asma Ben Abacha, Yassine Mrabet, Yuhao Zhang, Chaitanya Shivade, Curtis Langlotz

emrKBQA: A Clinical Knowledge-Base Question Answering Dataset

Preethi Raghavan, Jennifer J Liang, Diwakar Mahajan, Rachita Chandra, Peter Szolovits

Towards BERT-based Automatic ICD Coding: Limitations and Opportunities

Damian Pascual, Sandro Luck, Roger Wattenhofer

Are we there yet? Exploring clinical domain knowledge of BERT models

Madhumita Sushil, Simon Suster, Walter Daelemans

SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN

Gjorgjina Cenikj, Tome Eftimov, Barbara Koroušić Seljak

Scalable Few-Shot Learning of Robust Biomedical Name Representations

Pieter Fivez, Simon Suster, Walter Daelemans

Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization

Dongfang Xu, Steven Bethard

Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction

Peng Su, Yifan Peng, K. Vijay-Shanker

Findings of the Second Workshop on Automatic Simultaneous Translation

Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang

BSTC: A Large-Scale Chinese-English Speech Translation Dataset

Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun He, Hua Wu

System Description on Automatic Simultaneous Translation Workshop

Linjie Chen, Jianzong Wang, Zhangcheng Huang, Xiongbin Ding, Jing Xiao

XMU’s Simultaneous Translation System at NAACL 2021

Shuangtao Li, Jinming Hu, Boli Wang, Xiaodong Shi, Yidong Chen

BIT’s system for AutoSimulTrans2021

Mengge Liu, Shuoying Chen, Minqin Li, Zhipeng Wang, Yuhang Guo

ICT’s System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation

Shaolei Zhang, Yang Feng

IndT5: A Text-to-Text Transformer for 10 Indigenous Languages

El Moatez Billah Nagoudi, Wei-rui Chen, Muhammad Abdul-Mageed, Hasan Cavusoglu

The Helsinki submission to the AmericasNLP shared task

Raúl Vázquez, Yves Scherrer, Sami Virpioja, Jörg Tiedemann

Moses and the Character-Based Random Babbling Baseline: CoAStaL at AmericasNLP 2021 Shared Task

Marcel Bollmann, Rahul Aralikatte, Héctor Murrieta Bello, Daniel Hershcovich, Miryam de Lhoneux

The REPU CS’ Spanish–Quechua Submission to the AmericasNLP 2021 Shared Task on Open Machine Translation

Oscar Moreno

Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining

Francis Zheng, Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

NRC-CNRC Machine Translation Systems for the 2021 AmericasNLP Shared Task

Rebecca Knowles, Darlene Stewart, Samuel Larkin, Patrick Littell

Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution)

Shantipriya Parida, Subhadarshi Panda, Amulya Dash, Esau Villatoro-tello, A. Seza Doğruöz

Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the Americas

Manuel Mager, Arturo Oncevay, Abteen Ebrahimi, John Ortega, Annette Rios

Peru is Multilingual, Its Machine Translation Should Be Too?

Arturo Oncevay

Towards a morphological transducer and orthography converter for Western Tlacolula Valley Zapotec

Jonathan Washington, Felipe Lopez, Brook Lillehaugen

Explicit Tone Transcription Improves ASR Performance in Extremely Low-Resource Languages: A Case Study in Bribri

Rolando Coto-Solano

Ayuuk-Spanish Neural Machine Translator

Delfino Zacarías Márquez, Ivan Vladimir Meza Ruiz

Toward Creation of Ancash Lexical Resources from OCR

Johanna Cordova, Damien Nouvel

Towards a First Automatic Unsupervised Morphological Segmentation for Inuinnaqtun

Ngoc Tan Le, Fatiha Sadat

Experiments on a Guarani Corpus of News and Social Media

Santiago Góngora, Nicolás Giossa, Luis Chiruzzo

The More Detail, the Better? – Investigating the Effects of Semantic Ontology Specificity on Vector Semantic Classification with a Plains Cree / nêhiyawêwin Dictionary

Daniel Dacanay, Atticus Harrigan, Arok Wolvengrey, Antti Arppe

Expanding Universal Dependencies for Polysynthetic Languages: A Case of St. Lawrence Island Yupik

Hyunji Hayley Park, Lane Schwartz, Francis Tyers

Restoring the Sister: Reconstructing a Lexicon from Sister Languages using Neural Machine Translation

Remo Nitschke

Leveraging English Word Embeddings for Semi-Automatic Semantic Classification in Nêhiyawêwin (Plains Cree)

Atticus Harrigan, Antti Arppe

Representation of Yine [Arawak] Morphology by Finite State Transducer Formalism

Adriano Ingunza Torres, John Miller, Arturo Oncevay, Roberto Zariquiey Biondi

Morphological Segmentation for Seneca

Zoey Liu, Robert Jimerson, Emily Prud’hommeaux

A finite-state morphological analyser for Paraguayan Guaraní

Anastasia Kuznetsova, Francis Tyers

End-to-End Automatic Speech Recognition: Its Impact on the Workflowin Documenting Yoloxóchitl Mixtec

Jonathan D. Amith, Jiatong Shi, Rey Castillo García

Highland Puebla Nahuatl Speech Translation Corpus for Endangered Language Documentation

Jiatong Shi, Jonathan D. Amith, Xuankai Chang, Siddharth Dalmia, Brian Yan

A survey of part-of-speech tagging approaches applied to K’iche’

Francis Tyers, Nick Howell

Automatic Interlinear Glossing for Otomi language

Diego Barriga Martínez, Victor Mijangos, Ximena Gutierrez-Vasques

Apurinã Universal Dependencies Treebank

Jack Rueter, Marília Fernanda Pereira de Freitas, Sidney Da Silva Facundes, Mika Hämäläinen, Niko Partanen

Investigating variation in written forms of Nahuatl using character-based language models

Robert Pugh, Francis Tyers

A corpus of K’iche’ annotated for morphosyntactic structure

Francis Tyers, Robert Henderson

qxoRef 1.0: A coreference corpus and mention-pair baseline for coreference resolution in Conchucos Quechua

Elizabeth Pankratz

Reference and coreference in situated dialogue

Sharid Loáiciga, Simon Dobnik, David Schlangen

Learning to Learn Semantic Factors in Heterogeneous Image Classification

Boyue Fan, Zhenting Liu

PanGEA: The Panoramic Graph Environment Annotation Toolkit

Alexander Ku, Peter Anderson, Jordi Pont Tuset, Jason Baldridge

Grounding Plural Phrases: Countering Evaluation Biases by Individuation

Julia Suter, Letitia Parcalabescu, Anette Frank

Leveraging Partial Dependency Trees to Control Image Captions

Wenjie Zhong, Yusuke Miyao

Error Causal inference for Multi-Fusion models

Chengxi Li, Brent Harrison

Feature-level Incongruence Reduction for Multimodal Translation

Zhifeng Li, Yu Hong, Yuchen Pan, Jian Tang, Jianmin Yao

Industry Scale Semi-Supervised Learning for Natural Language Understanding

Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu

Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations

Haode Qi, Lin Pan, Atin Sood, Abhishek Shah, Ladislav Kunc

Label-Guided Learning for Item Categorization in e-Commerce

Lei Chen, Hirokazu Miyake

Combining Weakly Supervised ML Techniques for Low-Resource NLU

Victor Soto, Konstantine Arkoudas

Training Language Models under Resource Constraints for Adversarial Advertisement Detection

Eshwar Shamanna Girishekar, Shiv Surya, Nishant Nikhil, Dyut Kumar Sil, Sumit Negi

LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes

Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia

Ad Headline Generation using Self-Critical Masked Language Model

Yashal Shakti Kanungo, Sumit Negi, Aruna Rajan

An Empirical Study of Generating Texts for Search Engine Advertising

Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura, Manabu Okumura

Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States

Litton J Kurisinkel, Ai Ti Aw, Nancy F Chen

OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation

Petr Marek, Vishal Ishwar Naik, Anuj Goyal, Vincent Auvray

Discovering Better Model Architectures for Medical Query Understanding

Wei Zhu, Yuan Ni, Xiaoling Wang, Guotong Xie

Development of an Enterprise-Grade Contract Understanding System

Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi

Intent Features for Rich Natural Language Understanding

Brian Lester, Sagnik Ray Choudhury, Rashmi Prasad, Srinivas Bangalore

Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems

Karan Goel, Laurel Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Re

Noise Robust Named Entity Understanding for Voice Assistants

Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Justine Kao

Cost-effective Deployment of BERT Models in Serverless Environment

Marek Suppa, Katarína Benešová, Andrej Svec

Technical Question Answering across Tasks and Domains

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

When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis

Zhe Liu, Yufan Guo, Jalal Mahmud

An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models

Amir Ganiev, Colton Chapin, Anderson De Andrade, Chen Liu