ACL 2021

1,634 papers

Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory

Yunhao Li, Yunyi Yang, Xiaojun Quan, Jianxing Yu

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation

Feilong Chen, Fandong Meng, Xiuyi Chen, Peng Li, Jie Zhou

AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization

Xinsong Zhang, Pengshuai Li, Hang Li

GLGE: A New General Language Generation Evaluation Benchmark

Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang

Link Prediction on N-ary Relational Facts: A Graph-based Approach

Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu

Relation Classification with Entity Type Restriction

Shengfei Lyu, Huanhuan Chen

Using Word Embeddings to Analyze Teacher Evaluations: An Application to a Filipino Education Non-Profit Organization

Francesca Vera

XeroAlign: Zero-shot cross-lingual transformer alignment

Milan Gritta, Ignacio Iacobacci

LenAtten: An Effective Length Controlling Unit For Text Summarization

Zhongyi Yu, Zhenghao Wu, Hao Zheng, Zhe XuanYuan, Jefferson Fong

Entity-Aware Abstractive Multi-Document Summarization

Hao Zhou, Weidong Ren, Gongshen Liu, Bo Su, Wei Lu

Reader-Guided Passage Reranking for Open-Domain Question Answering

Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao

Spatial Dependency Parsing for Semi-Structured Document Information Extraction

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo

Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling

Marcin Namysl, Sven Behnke, Joachim Köhler

Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning

Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci

Better Chinese Sentence Segmentation with Reinforcement Learning

Srivatsan Srinivasan, Chris Dyer

O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning

Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge

Contrastive Attention for Automatic Chest X-ray Report Generation

Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang

How does Attention Affect the Model?

Cheng Zhang, Qiuchi Li, Lingyu Hua, Dawei Song

Joint Optimization of Tokenization and Downstream Model

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog

Feilong Chen, Xiuyi Chen, Fandong Meng, Peng Li, Jie Zhou

Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs

Jianyu Cai, Zhanqiu Zhang, Feng Wu, Jie Wang

CoDesc: A Large Code–Description Parallel Dataset

Masum Hasan, Tanveer Muttaqueen, Abdullah Al Ishtiaq, Kazi Sajeed Mehrab, Md. Mahim Anjum Haque

WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections

Mingda Chen, Sam Wiseman, Kevin Gimpel

More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods

Thomas Bott, Dominik Schlechtweg, Sabine Schulte im Walde

Discovering Topics in Long-tailed Corpora with Causal Intervention

Xiaobao Wu, Chunping Li, Yishu Miao

CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction

Jiawei Sheng, Shu Guo, Bowen Yu, Qian Li, Yiming Hei

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training

Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li

Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech

Wanzheng Zhu, Suma Bhat

Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade

Jiatao Gu, Xiang Kong

SyGNS: A Systematic Generalization Testbed Based on Natural Language Semantics

Hitomi Yanaka, Koji Mineshima, Kentaro Inui

More Parameters? No Thanks!

Zeeshan Khan, Kartheek Akella, Vinay Namboodiri, C V Jawahar

From What to Why: Improving Relation Extraction with Rationale Graph

Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Xue Mengge, Tingwen Liu

The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification

Haochen Liu, Wei Jin, Hamid Karimi, Zitao Liu, Jiliang Tang

Semantic Relation-aware Difference Representation Learning for Change Captioning

Yunbin Tu, Tingting Yao, Liang Li, Jiedong Lou, Shengxiang Gao

Diagnosing Transformers in Task-Oriented Semantic Parsing

Shrey Desai, Ahmed Aly

LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification

Lucas Azevedo, Mathieu d’Aquin, Brian Davis, Manel Zarrouk

Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

Xin Cong, Shiyao Cui, Bowen Yu, Tingwen Liu, Wang Yubin

LV-BERT: Exploiting Layer Variety for BERT

Weihao Yu, Zihang Jiang, Fei Chen, Qibin Hou, Jiashi Feng

Explainable Inference Over Grounding-Abstract Chains for Science Questions

Mokanarangan Thayaparan, Marco Valentino, Andre Freitas

Recognizing Multimodal Entailment

Cesar Ilharco, Afsaneh Shirazi, Arjun Gopalan, Arsha Nagrani, Blaz Bratanic

Prosody: Models, Methods, and Applications

Nigel Ward, Gina-Anne Levow

Pre-training Methods for Neural Machine Translation

Mingxuan Wang, Lei Li

Meta Learning and Its Applications to Natural Language Processing

Hung-yi Lee, Ngoc Thang Vu, Shang-Wen Li

Event-Centric Natural Language Processing

Muhao Chen, Hongming Zhang, Qiang Ning, Manling Li, Heng Ji

Advances in Debating Technologies: Building AI That Can Debate Humans

Roy Bar-Haim, Liat Ein-Dor, Matan Orbach, Elad Venezian, Noam Slonim

OpenAttack: An Open-source Textual Adversarial Attack Toolkit

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma

Stretch-VST: Getting Flexible With Visual Stories

Chi-Yang Hsu, Yun-Wei Chu, Tsai-Lun Yang, Ting-Hao Huang, Lun-Wei Ku

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou

skweak: Weak Supervision Made Easy for NLP

Pierre Lison, Jeremy Barnes, Aliaksandr Hubin

ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering

Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou

LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing

Yu Li, Josh Arnold, Feifan Yan, Weiyan Shi, Zhou Yu

Many-to-English Machine Translation Tools, Data, and Pretrained Models

Thamme Gowda, Zhao Zhang, Chris Mattmann, Jonathan May

TURING: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface

Peng Xu, Wenjie Zi, Hamidreza Shahidi, Ákos Kádár, Keyi Tang

Exploring Word Usage Change with Continuously Evolving Embeddings

Franziska Horn

ExplainaBoard: An Explainable Leaderboard for NLP

Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang

ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback

Shiyue Zhang, Benjamin Frey, Mohit Bansal

TweeNLP: A Twitter Exploration Portal for Natural Language Processing

Viraj Shah, Shruti Singh, Mayank Singh

PAWLS: PDF Annotation With Labels and Structure

Mark Neumann, Zejiang Shen, Sam Skjonsberg

Ecco: An Open Source Library for the Explainability of Transformer Language Models

J Alammar

IFlyEA: A Chinese Essay Assessment System with Automated Rating, Review Generation, and Recommendation

Jiefu Gong, Xiao Hu, Wei Song, Ruiji Fu, Zhichao Sheng

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao

LOA: Logical Optimal Actions for Text-based Interaction Games

Daiki Kimura, Subhajit Chaudhury, Masaki Ono, Michiaki Tatsubori, Don Joven Agravante

FastSeq: Make Sequence Generation Faster

Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye

Neural Extractive Search

Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg

CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering

Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, Peter Fox

Does My Representation Capture X? Probe-Ably

Deborah Ferreira, Julia Rozanova, Mokanarangan Thayaparan, Marco Valentino, Andre Freitas

CRSLab: An Open-Source Toolkit for Building Conversational Recommender System

Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng

KuiLeiXi: a Chinese Open-Ended Text Adventure Game

Yadong Xi, Xiaoxi Mao, Le Li, Lei Lin, Yanjiang Chen

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition

Hanlei Zhang, Xiaoteng Li, Hua Xu, Panpan Zhang, Kang Zhao

A Graphical Interface for Curating Schemas

Piyush Mishra, Akanksha Malhotra, Susan Windisch Brown, Martha Palmer, Ghazaleh Kazeminejad

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization

Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani

REM: Efficient Semi-Automated Real-Time Moderation of Online Forums

Jakob Smedegaard Andersen, Olaf Zukunft, Walid Maalej

Dodrio: Exploring Transformer Models with Interactive Visualization

Zijie J. Wang, Robert Turko, Duen Horng Chau

Trafilatura: A Web Scraping Library and Command-Line Tool for Text Discovery and Extraction

Adrien Barbaresi

ESRA: Explainable Scientific Research Assistant

Pollawat Hongwimol, Peeranuth Kehasukcharoen, Pasit Laohawarutchai, Piyawat Lertvittayakumjorn, Aik Beng Ng

Erase and Rewind: Manual Correction of NLP Output through a Web Interface

Valentino Frasnelli, Lorenzo Bocchi, Alessio Palmero Aprosio

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP

Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang

CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet

Zhuoran jin, Yubo Chen, Dianbo Sui, Chenhao Wang, Zhipeng Xue

Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies

Piyawat Lertvittayakumjorn, Ivan Petej, Yang Gao, Yamuna Krishnamurthy, Anna Van Der Gaag

MT-Telescope: An interactive platform for contrastive evaluation of MT systems

Ricardo Rei, Ana C Farinha, Craig Stewart, Luísa Coheur, Alon Lavie

ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus

Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysou, Hinrich Schütze

NeurST: Neural Speech Translation Toolkit

Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li

SciConceptMiner: A system for large-scale scientific concept discovery

Zhihong Shen, Chieh-Han Wu, Li Ma, Chien-Pang Chen, Kuansan Wang

Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering

Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum

TextBox: A Unified, Modularized, and Extensible Framework for Text Generation

Junyi Li, Tianyi Tang, Gaole He, Jinhao Jiang, Xiaoxuan Hu

The Classical Language Toolkit: An NLP Framework for Pre-Modern Languages

Kyle P. Johnson, Patrick J. Burns, John Stewart, Todd Cook, Clément Besnier

IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion

Dongjun Lee, Junhyeong Ahn, Heesoo Park, Jaemin Jo

TexSmart: A System for Enhanced Natural Language Understanding

Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao

Synchronous Syntactic Attention for Transformer Neural Machine Translation

Hiroyuki Deguchi, Akihiro Tamura, Takashi Ninomiya

On the differences between BERT and MT encoder spaces and how to address them in translation tasks

Raúl Vázquez, Hande Celikkanat, Mathias Creutz, Jörg Tiedemann

Zero Pronouns Identification based on Span prediction

Sei Iwata, Taro Watanabe, Masaaki Nagata

Neural Machine Translation with Synchronous Latent Phrase Structure

Shintaro Harada, Taro Watanabe

Cross-lingual Evidence Improves Monolingual Fake News Detection

Daryna Dementieva, Alexander Panchenko

A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event

Lolo Aboufoul, Khyati Mahajan, Tiffany Gallicano, Sara Levens, Samira Shaikh

SumPubMed: Summarization Dataset of PubMed Scientific Articles

Vivek Gupta, Prerna Bharti, Pegah Nokhiz, Harish Karnick

Predicting pragmatic discourse features in the language of adults with autism spectrum disorder

Christine Yang, Duanchen Liu, Qingyun Yang, Zoey Liu, Emily Prud’hommeaux

CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter

Raj Pranesh, Mehrdad Farokhenajd, Ambesh Shekhar, Genoveva Vargas-Solar

MVP-BERT: Multi-Vocab Pre-training for Chinese BERT

Wei Zhu

Personal Bias in Prediction of Emotions Elicited by Textual Opinions

Piotr Milkowski, Marcin Gruza, Kamil Kanclerz, Przemyslaw Kazienko, Damian Grimling

Changing the Basis of Contextual Representations with Explicit Semantics

Tamás Ficsor, Gábor Berend