NAACL - arXivDaily 期刊&会议

2104.09088 2021-04-20 cs.CL cs.LG

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems

Anish Acharya, Suranjit Adhikari, Sanchit Agarwal, Vincent Auvray, Nehal Belgamwar, Arijit Biswas, Shubhra Chandra, Tagyoung Chung, Maryam Fazel-Zarandi, Raefer Gabriel, Shuyang Gao, Rahul Goel, Dilek Hakkani-Tur, Jan Jezabek, Abhay Jha, Jiun-Yu Kao, Prakash Krishnan, Peter Ku, Anuj Goyal, Chien-Wei Lin, Qing Liu, Arindam Mandal, Angeliki Metallinou, Vishal Naik, Yi Pan, Shachi Paul, Vittorio Perera, Abhishek Sethi, Minmin Shen, Nikko Strom, Eddie Wang

Journal ref NAACL 2021 System Demonstrations Track

2104.09061 2021-04-20 cs.CL

Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection

Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth

Comments NAACL'21

2103.10673 2021-04-20 cs.CL cs.LG

Cost-effective Deployment of BERT Models in Serverless Environment

Katarína Benešová, Andrej Švec, Marek Šuppa

Comments NAACL-HLT 2021 Industry Track Camera Ready

2010.12198 2021-04-20 cs.CL

Domain Divergences: a Survey and Empirical Analysis

Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann

Comments Accepted for publication in 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2010.08014 2021-04-20 cs.CL

GSum: A General Framework for Guided Neural Abstractive Summarization

Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig

Comments NAACL 2021

2010.03824 2021-04-20 cs.CL cs.IR cs.LG

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Tom Hope, Aida Amini, David Wadden, Madeleine van Zuylen, Sravanthi Parasa, Eric Horvitz, Daniel Weld, Roy Schwartz, Hannaneh Hajishirzi

Comments Accepted to NAACL 2021 (long paper). Tom Hope and Aida Amini made an equal contribution. Data and code: https://git.io/JUhv7

2104.08962 2021-04-20 cs.CL cs.AI cs.LG

On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles

Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha, Debanjan Mahata, Haimin Zhang

Comments To be published in the proceedings of NAACL 2021

2104.08613 2021-04-20 cs.CL

Emotion Classification in a Resource Constrained Language Using Transformer-based Approach

Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker

Comments Accepted in NAACL-SRW 2021

2104.08560 2021-04-20 cs.CL cs.CV

Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments

Andrea Burns, Deniz Arsan, Sanjna Agrawal, Ranjitha Kumar, Kate Saenko, Bryan A. Plummer

Comments Accepted at the workshop on Visually Grounded Interaction and Language (ViGIL) at NAACL 2021

2104.08478 2021-04-20 cs.CL

Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation

Seiichiro Kondo, Kengo Hotate, Masahiro Kaneko, Mamoru Komachi

Comments 7 pages; camera-ready for NAACL Student Research Workshop 2021

2104.08400 2021-04-20 cs.CL

Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs

Jiaao Chen, Diyi Yang

Comments NAACL 2021

2102.09665 2021-04-20 cs.CL cs.AI cs.LG

MUDES: Multilingual Detection of Offensive Spans

Tharindu Ranasinghe, Marcos Zampieri

Comments Accepted to NAACL-HLT 2021

2010.12858 2021-04-20 cs.CL

When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models

Benjamin Muller, Antonis Anastasopoulos, Benoît Sagot, Djamé Seddah

Comments Accepted at NAACL-HLT 2021

2104.08225 2021-04-19 cs.CL

Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors

Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou

Comments 16 pages, 9 figures, Accepted as a long paper at NAACL 2021

2104.07908 2021-04-19 cs.CL cs.LG

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning

Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

Comments 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)

2104.07874 2021-04-19 cs.CL cs.AI

Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research

Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé, Harry Hochheiser

Comments Accepted to NAACL-HLT 2021

2104.07869 2021-04-19 cs.IR

Faithfully Explainable Recommendation via Neural Logic Reasoning

Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang

Comments Accepted in NAACL 2021

2104.07848 2021-04-19 cs.CL

Comparison of Grammatical Error Correction Using Back-Translation Models

Aomi Koyama, Kengo Hotate, Masahiro Kaneko, Mamoru Komachi

Comments 10 pages; camera-ready for NAACL Student Research Workshop 2021

2104.07831 2021-04-19 cs.CL

Human-like informative conversations: Better acknowledgements using conditional mutual information

Ashwin Paranjape, Christopher D. Manning

Comments NAACL 2021

2104.07777 2021-04-19 cs.CL

Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems

Shubhi Tyagi, Antonio Bonafonte, Jaime Lorenzo-Trueba, Javier Latorre

Comments Accepted to NAACL 2021

2103.07567 2021-04-19 cs.LG cs.CL cs.CR

Privacy Regularization: Joint Privacy-Utility Optimization in Language Models

Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim

Comments NAACL-HLT 2021 Paper

2104.07635 2021-04-16 cs.CL cs.AI cs.LG

Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events

Hossein Rajaby Faghihi, Parisa Kordjamshidi

Comments Accepted at NAACL 2021

2104.07244 2021-04-16 cs.CL

TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction

Bai Li, Frank Rudzicz

Comments Cognitive Modeling and Computational Linguistics Workshop (CMCL) at NAACL 2021

2104.07219 2021-04-16 cs.CL cs.AI cs.LG

Multitasking Inhibits Semantic Drift

Athul Paul Jacob, Mike Lewis, Jacob Andreas

Comments NAACL 2021

2104.07217 2021-04-16 cs.CL

Neural Sequence Segmentation as Determining the Leftmost Segments

Yangming Li, Lemao Liu, Kaisheng Yao

Comments A full paper accepted at NAACL-2021

2104.07210 2021-04-16 cs.CL

RefSum: Refactoring Neural Summarization

Yixin Liu, Zi-Yi Dou, Pengfei Liu

Comments NAACL 2021

2104.07186 2021-04-16 cs.IR cs.CL

COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List

Luyu Gao, Zhuyun Dai, Jamie Callan

Comments NAACL 2021

2104.07078 2021-04-16 cs.CL

UDALM: Unsupervised Domain Adaptation through Language Modeling

Constantinos Karouzos, Georgios Paraskevopoulos, Alexandros Potamianos

Comments Accepted for publication in 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2104.07058 2021-04-16 cs.CL

Predicting Discourse Trees from Transformer-based Neural Summarizers

Wen Xiao, Patrick Huber, Giuseppe Carenini

Comments 14 pages, accepted by NAACL 2021

2103.08849 2021-04-16 cs.CV cs.CL

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

Comments accepted by NAACL 2021