NAACL

Simple Local Attentions Remain Competitive for Long-Context Tasks

Wenhan Xiong, Barlas Oğuz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Wen-tau Yih, Yashar Mehdad

Comments NAACL 2022 Main Conference

Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity

Sheshera Mysore, Arman Cohan, Tom Hope

Comments NAACL 2022 camera-ready

On the Robustness of Reading Comprehension Models to Entity Renaming

Jun Yan, Yang Xiao, Sagnik Mukherjee, Bill Yuchen Lin, Robin Jia, Xiang Ren

Comments Accepted to NAACL 2022

PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding

Antoine Chaffin, Vincent Claveau, Ewa Kijak

Comments 15 pages, 5 tables, 7 figures, accepted to NAACL 2022

MOVER: Mask, Over-generate and Rank for Hyperbole Generation

Yunxiang Zhang, Xiaojun Wan

Comments Accepted to NAACL 2022

DEGREE: A Data-Efficient Generation-Based Event Extraction Model

I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

Comments Paper accepted by NAACL 2022. The first two authors contribute equally. Our code and models can be found at https://github.com/PlusLabNLP/DEGREE

Political Ideology and Polarization of Policy Positions: A Multi-dimensional Approach

Barea Sinno, Bernardo Oviedo, Katherine Atwell, Malihe Alikhani, Junyi Jessy Li

Comments NAACL 2022 Camera Ready

Diagnosing Vision-and-Language Navigation: What Really Matters

Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Eric Wang, Qi Wu, Miguel Eckstein, William Yang Wang

Comments NAACL 2022

Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features

Yufei Tian, Nanyun Peng

Comments To appear in NAACL 2022

XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction

Yuwei Cao, William Groves, Tanay Kumar Saha, Joel R. Tetreault, Alex Jaimes, Hao Peng, Philip S. Yu

Comments This paper is accepted by the Findings of NAACL 2022

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation

Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong

Comments Accepted at NAACL 2022 Special HCI Theme (Findings, short paper), 10 pages, 6 figures

Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks

Jonathan Rusert, Padmini Srinivasan

Comments 9 pages, 8 figures, Accepted to NAACL 2022

Can Rationalization Improve Robustness?

Howard Chen, Jacqueline He, Karthik Narasimhan, Danqi Chen

Comments Accepted to NAACL 2022; The code is available at https://github.com/princeton-nlp/rationale-robustness

Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language

Jacob Eisenstein

Comments NAACL 2022

Temporal Attention for Language Models

Guy D. Rosin, Kira Radinsky

Comments Findings of NAACL 2022. 9 pages

When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer

Ameet Deshpande, Partha Talukdar, Karthik Narasimhan

Comments Accepted at NAACL 2022

UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering

Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Scott Yih

Comments NAACL-HLT 2022 Findings

CTM -- A Model for Large-Scale Multi-View Tweet Topic Classification

Vivek Kulkarni, Kenny Leung, Aria Haghighi

Comments 12 pages. 1 figure. NAACL Industry Track

Training Mixed-Domain Translation Models via Federated Learning

Peyman Passban, Tanya Roosta, Rahul Gupta, Ankit Chadha, Clement Chung

Comments accepted at NAACL 2022 (main conference)

Adaptable Adapters

Nafise Sadat Moosavi, Quentin Delfosse, Kristian Kersting, Iryna Gurevych

Comments Accepted at NAACL-2022 main conference

SUBS: Subtree Substitution for Compositional Semantic Parsing

Jingfeng Yang, Le Zhang, Diyi Yang

Comments 6 pages

Journal ref NAACL 2022

ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models

Junyi Li, Tianyi Tang, Zheng Gong, Lixin Yang, Zhuohao Yu, Zhipeng Chen, Jingyuan Wang, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted by NAACL 2022 main conference (Long Paper)

Semantic Diversity in Dialogue with Natural Language Inference

Katherine Stasaski, Marti A. Hearst

Comments To appear at NAACL 2022

Inducing and Using Alignments for Transition-based AMR Parsing

Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramon Fernandez Astudillo

Comments Accepted at NAACL 2022

Contrastive Learning for Prompt-Based Few-Shot Language Learners

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Comments accepted to NAACL 2022

Embedding Hallucination for Few-Shot Language Fine-tuning

Yiren Jian, Chongyang Gao, Soroush Vosoughi

Comments accepted to NAACL 2022

What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review

Terne Sasha Thorn Jakobsen, Anna Rogers

Comments NAACL 2022 camera-ready Replacement note: formatting mistake on pages 4-5

Opponent Modeling in Negotiation Dialogues by Related Data Adaptation

Kushal Chawla, Gale M. Lucas, Jonathan May, Jonathan Gratch

Comments Appearing at Findings of NAACL 2022

How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns

Stephanie Brandl, Ruixiang Cui, Anders Søgaard

Comments To appear at NAACL 2022

Imagination-Augmented Natural Language Understanding

Yujie Lu, Wanrong Zhu, Xin Eric Wang, Miguel Eckstein, William Yang Wang

Comments NAACL 2022 Main Conference