NAACL - arXivDaily 期刊&会议

2204.04497 2022-04-12 cs.CL cs.LG

IDPG: An Instance-Dependent Prompt Generation Method

Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma

Comments To appear at the NAACL 2022 main conference

2204.04437 2022-04-12 cs.CL

Modeling Multi-Granularity Hierarchical Features for Relation Extraction

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

Comments NAACL 2022 Long Paper

2204.04397 2022-04-12 cs.IR cs.CL

Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback

Yunfan Hu, Zhaopeng Qiu, Xian Wu

Comments Accepted by Findings of NAACL 2022

2204.04362 2022-04-12 cs.CL

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization

Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu

Comments NAACL 2022 main conference(long paper)

2204.04289 2022-04-12 cs.CL cs.AI

Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models

Patrick Huber, Giuseppe Carenini

Comments 9 pages

Journal ref In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

2110.07038 2022-04-12 cs.CL cs.AI

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline

Xiangyang Liu, Tianxiang Sun, Junliang He, Jiawen Wu, Lingling Wu, Xinyu Zhang, Hao Jiang, Zhao Cao, Xuanjing Huang, Xipeng Qiu

Comments Accepted to the main conference of NAACL-2022

1904.02342 2022-03-28 cs.CL

Text Generation from Knowledge Graphs with Graph Transformers

Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, Mirella Lapata, Hannaneh Hajishirzi

Comments Accepted as a long paper in NAACL 2019

2105.11589 2022-03-17 cs.CV cs.AI cs.CL cs.LG cs.RO

VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator

Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu, Robinson Piramuthu, Gokhan Tür, Devi Parikh, Dilek Hakkani-Tür

Comments Accepted at Findings of the Annual Meeting of the Association for Computational Linguistics (ACL) 2022, previous version accepted at Visually Grounded Interaction and Language (ViGIL) Workshop at NAACL 2021

2203.04111 2022-03-09 cs.CL cs.AI cs.LG

Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation

Shubham Kumar Nigam, Mosab Shaheen

Comments SemEval-2022 workshop paper, submitted in NAACL-2022 conference. 8 figures and 29 tables. 8 main pages, 4 appendix pages

2203.03546 2022-03-08 cs.CL

LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition

Ngoc Minh Lai

Comments SemEval 2022 (co-located with NAACL)

1802.06613 2022-03-07 cs.CL

Before Name-calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation

Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein

Comments Accepted as NAACL 2018 Long Paper; see details on the front page

1708.01425 2022-03-07 cs.CL cs.AI

The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants

Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein

Comments Accepted as NAACL 2018 Long Paper; see details on the front page

2104.04916 2022-01-25 cs.CL cs.LG stat.ML

Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation

Xutan Peng, Chenghua Lin, Mark Stevenson

Comments To appear at NAACL 2021

Journal ref NAACL-HLT 2021

2104.04676 2022-01-25 cs.LG cs.AI cs.CL stat.ML

Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis

Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson

Comments To appear at NAACL 2021

Journal ref NAACL-HLT 2021

2201.01420 2022-01-06 cs.CL cs.AI

Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding

Ting Hua, Yilin Shen, Changsheng Zhao, Yen-Chang Hsu, Hongxia Jin

Journal ref Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies,pages 2669--2678

2105.01052 2021-12-23 cs.CL

Applied Language Technology: NLP for the Humanities

Tuomo Hiippala

Comments Accepted to the 5th Workshop on Teaching NLP at NAACL-HLT 2021

Journal ref Proceedings of the Fifth Workshop on Teaching NLP, 2021, pp. 46-48

2112.03271 2021-12-21 cs.CL cs.AI cs.LG cs.NE

Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks

Zixuan Ke, Hu Xu, Bing Liu

Comments arXiv admin note: text overlap with arXiv:2112.02714, arXiv:2112.02706

Journal ref NAACL 2021

2104.05240 2021-12-15 cs.CL

Factual Probing Is [MASK]: Learning vs. Learning to Recall

Zexuan Zhong, Dan Friedman, Danqi Chen

Comments NAACL 2021. The code is publicly available at https://github.com/princeton-nlp/OptiPrompt

2010.12813 2021-11-03 cs.CL

Constructing Taxonomies from Pretrained Language Models

Catherine Chen, Kevin Lin, Dan Klein

Comments NAACL 2021

2104.05848 2021-10-19 cs.CL cs.AI

Family of Origin and Family of Choice: Massively Parallel Lexiconized Iterative Pretraining for Severely Low Resource Machine Translation

Zhong Zhou, Alex Waibel

Journal ref In Proceedings of the 3rd Workshop on Research in Computational Typology and Multilingual NLP of the 20th Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technologies in 2021

2104.02145 2021-10-19 cs.CL

What Will it Take to Fix Benchmarking in Natural Language Understanding?

Samuel R. Bowman, George E. Dahl

Comments Proceedings of NAACL 2020. This revision adds a missing acknowledgment

2104.07079 2021-09-15 cs.CL cs.AI cs.LG

Modeling Human Mental States with an Entity-based Narrative Graph

I-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser

Comments Accepted at NAACL 2021

Journal ref Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

2010.11119 2021-09-14 cs.CL

DuoRAT: Towards Simpler Text-to-SQL Models

Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal

Comments Accepted to NAACL 2021. 9 pages

2109.04600 2021-09-13 cs.CV cs.AI cs.CL

EVOQUER: Enhancing Temporal Grounding with Video-Pivoted BackQuery Generation

Yanjun Gao, Lulu Liu, Jason Wang, Xin Chen, Huayan Wang, Rui Zhang

Comments Accepted by Visually Grounded Interaction and Language (ViGIL) Workshop at NAACL 2021

2109.03529 2021-09-09 cs.CL

RefineCap: Concept-Aware Refinement for Image Captioning

Yekun Chai, Shuo Jin, Junliang Xing

Comments Accepted at ViGIL @NAACL 2021

2104.06443 2021-09-09 cs.CL cs.CY

Modeling Framing in Immigration Discourse on Social Media

Julia Mendelsohn, Ceren Budak, David Jurgens

Comments Accepted at NAACL 2021 (camera-ready), Annotation codebook, data, models, and code available at https://github.com/juliamendelsohn/framing

2104.09261 2021-08-17 cs.LG cs.CL

Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection

Xu Guo, Boyang Li, Han Yu, Chunyan Miao

Comments 14 pages, 5 figures, published at NAACL-HLT 2021 conference, see https://www.aclweb.org/anthology/2021.naacl-main.425/

2104.05218 2021-08-17 cs.CL cs.LG

FUDGE: Controlled Text Generation With Future Discriminators

Kevin Yang, Dan Klein

Comments NAACL 2021

2005.00705 2021-08-17 cs.CL cs.AI cs.IR cs.LG

AVA: an Automatic eValuation Approach to Question Answering Systems

Thuy Vu, Alessandro Moschitti

Journal ref NAACL 2021

2005.14408 2021-08-11 cs.CL cs.AI cs.LG

Noise Robust Named Entity Understanding for Voice Assistants

Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Justine Kao, Stephen Pulman, Atish Kothari, Ray Shen, Yinying Pan, Vivek Kaul, Mubarak Seyed Ibrahim, Gang Xiang, Nan Dun, Yidan Zhou, Andy O, Yuan Zhang, Pooja Chitkara, Xuan Wang, Alkesh Patel, Kushal Tayal, Roger Zheng, Peter Grasch, Jason D. Williams, Lin Li

Comments NAACL 2021 Industry Track