NAACL - arXivDaily 期刊&会议

2205.03302 2022-05-09 cs.CL

Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection

Esma Balkir, Isar Nejadgholi, Kathleen C. Fraser, Svetlana Kiritchenko

Comments NAACL 2022

2205.03286 2022-05-09 cs.CL

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar

Comments Accepted to NAACL 2022 (main conference)

2205.03112 2022-05-09 cs.CL cs.AI cs.LG

Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances

Wongyu Kim, Youbin Ahn, Donghyun Kim, Kyong-Ho Lee

Comments Accepted to NAACL 2022 Main Conference

2205.03092 2022-05-09 cs.LG cs.CL cs.HC

Federated Learning with Noisy User Feedback

Rahul Sharma, Anil Ramakrishna, Ansel MacLaughlin, Anna Rumshisky, Jimit Majmudar, Clement Chung, Salman Avestimehr, Rahul Gupta

Comments Accepted to appear in NAACL 2022

2205.03075 2022-05-09 cs.CV cs.CL

QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning

Zechen Li, Anders Søgaard

Comments To appear at Findings of NAACL 2022

2205.02979 2022-05-09 cs.LG cs.AI cs.CL

Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI Reports

Arijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu

Comments To appear at NAACL-2022, Industry Track. Follow-up of previous work: arXiv:2204.04544

2205.02549 2022-05-09 cs.HC cs.CL

User-Driven Research of Medical Note Generation Software

Tom Knoll, Francesco Moramarco, Alex Papadopoulos Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov

Comments Accepted for publication at NAACL 2022

2112.08777 2022-05-09 cs.CL cs.AI

Long Context Question Answering via Supervised Contrastive Learning

Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan

Comments accepted NAACL 2022, main conference

2112.07790 2022-05-09 cs.CL cs.AI

Maximum Bayes Smatch Ensemble Distillation for AMR Parsing

Young-Suk Lee, Ramon Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos

Journal ref NAACL-HLT 2022

2108.05921 2022-05-09 cs.CL cs.CY

Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-based Hate

Hannah Rose Kirk, Bertram Vidgen, Paul Röttger, Tristan Thrush, Scott A. Hale

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

2104.08815 2022-05-09 cs.CL cs.AI cs.LG

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

Bill Yuchen Lin, Chaoyang He, Zihang Zeng, Hulin Wang, Yufen Huang, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr

Comments Accepted to NAACL 2022 Findings. Github: https://github.com/FedML-AI/FedNLP

2205.02832 2022-05-06 cs.CL

Entity Cloze By Date: What LMs Know About Unseen Entities

Yasumasa Onoe, Michael J. Q. Zhang, Eunsol Choi, Greg Durrett

Comments NAACL 2022 Findings

2205.02795 2022-05-06 cs.CL cs.AI

Diversifying Neural Dialogue Generation via Negative Distillation

Yiwei Li, Shaoxiong Feng, Bin Sun, Kan Li

Comments Accepted by NAACL 2022 main conference

2205.02724 2022-05-06 cs.CL

Implicit N-grams Induced by Recurrence

Xiaobing Sun, Wei Lu

Comments 16 pages, 7 figures, accepted by the NAACL 2022 main conference

2205.02596 2022-05-06 cs.CL cs.AI cs.CY cs.LG

Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims

M. Arana-Catania, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata, Rob Procter, Yulan He

Comments 16 pages, 1 figure, 8 tables, presented in NAACL 2022

2205.02593 2022-05-06 cs.CL

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation

Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

Comments NAACL 2022 Findings

2205.02570 2022-05-06 cs.CL

Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation

Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla

Comments Findings of NAACL 2022

2205.02550 2022-05-06 cs.CL

LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking

Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He

Comments Accepted to NAACL 2022

2205.02471 2022-05-06 cs.CL

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog

Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He

Comments Findings of NAACL 2022

2205.02455 2022-05-06 cs.CL cs.AI cs.LG

COGMEN: COntextualized GNN based Multimodal Emotion recognitioN

Abhinav Joshi, Ashwani Bhat, Ayush Jain, Atin Vikram Singh, Ashutosh Modi

Comments 17 pages (9 main + 8 appendix). Accepted at NAACL 2022

2205.02444 2022-05-06 cs.CL eess.AS

Cross-modal Contrastive Learning for Speech Translation

Rong Ye, Mingxuan Wang, Lei Li

Comments NAACL 2022 main conference (Long Paper)

2205.02406 2022-05-06 cs.CL cs.AI cs.LG

Dangling-Aware Entity Alignment with Mixed High-Order Proximities

Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen

Comments NAACL 2022 (Findings)

2205.02393 2022-05-06 cs.LG cs.CL

Optimising Equal Opportunity Fairness in Model Training

Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, Lea Frermann

Comments Accepted to NAACL 2022 main conference

2205.02309 2022-05-06 cs.CL

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer

Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar

Comments NAACL 2022 Main Conference paper

2205.02289 2022-05-06 cs.CL cs.IR

A Dataset for N-ary Relation Extraction of Drug Combinations

Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg

Comments To appear in NAACL 2022

2205.01975 2022-05-06 cs.CL cs.AI

Aligning to Social Norms and Values in Interactive Narratives

Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi

Comments In Proceedings of NAACL-2022

2204.13021 2022-05-06 cs.CL cs.LG

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue

Iñigo Casanueva, Ivan Vulić, Georgios P. Spithourakis, Paweł Budzianowski

Comments 16 pages, 1 figure, 10 tables. Accepted in NAACL 2022 (Findings)

2204.07432 2022-05-06 cs.CL

ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language

Tosin Adewumi, Lama Alkhaled, Hamam Mokayed, Foteini Liwicki, Marcus Liwicki

Comments Accepted at the International Workshop on Semantic Evaluation (2022) co-located with NAACL

2202.08316 2022-05-06 cs.CL

FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction

Minh Van Nguyen, Nghia Trung Ngo, Bonan Min, Thien Huu Nguyen

Comments Accepted to NAACL 2022 (System Demonstrations)

2112.08709 2022-05-06 cs.CL

DOCmT5: Document-Level Pretraining of Multilingual Language Models

Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson

Comments NAACL 2022 Findings