NAACL

SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models

Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang

Comments 12 pages, Findings of NAACL 2022

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy

Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek

Comments Accepted to NAACL 2022

Hero-Gang Neural Model For Named Entity Recognition

Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang

Comments 11 pages, 4 figures, NAACL 2022

Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation

Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta R. Costa-Jussà

Comments NAACL-SRW 2022

Developing a Production System for Purpose of Call Detection in Business Phone Conversations

Elena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Xue-Yong Fu, Simon Corston-Oliver

Comments NAACL 2022

Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications

Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daumé, Kaheer Suleman, Alexandra Olteanu

Comments Camera Ready for NAACL 2022 (Main Conference)

Learning to Transfer Prompts for Text Generation

Junyi Li, Tianyi Tang, Jian-Yun Nie, Ji-Rong Wen, Wayne Xin Zhao

Comments Accepted by NAACL 2022 main conference (Long Paper)

Testing the Ability of Language Models to Interpret Figurative Language

Emmy Liu, Chen Cui, Kenneth Zheng, Graham Neubig

Comments NAACL 2022

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting

Linzhi Wu, Pengjun Xie, Jie Zhou, Meishan Zhang, Chunping Ma, Guangwei Xu, Min Zhang

Comments Accepted by NAACL 2022

KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media

Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo

Comments accepted at NAACL 2022 main conference

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Akari Asai, Matt Gardner, Hannaneh Hajishirzi

Comments Published as a conference paper at NAACL 2022 (long). Code available at https://github.com/AkariAsai/evidentiality_qa

Challenges in Generalization in Open Domain Question Answering

Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp

Comments NAACL 2022 Findings

On the Diversity and Limits of Human Explanations

Chenhao Tan

Comments 16 pages, 12 tables, NAACL 2022

The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation

Tobias Domhan, Eva Hasler, Ke Tran, Sony Trenous, Bill Byrne, Felix Hieber

Comments NAACL 2022

Improving Contextual Representation with Gloss Regularized Pre-training

Yu Lin, Zhecheng An, Peihao Wu, Zejun Ma

Comments Accepted to Findings of NAACL 2022

TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages

Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu

Comments Accepted to NAACL 2022

Lifting the Curse of Multilinguality by Pre-training Modular Transformers

Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, Xian Li, James Cross, Sebastian Riedel, Mikel Artetxe

Comments NAACL 2022

Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization

Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych

Comments Accepted to appear at NAACL 2022

A Computational Acquisition Model for Multimodal Word Categorization

Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann

Comments Accepted to NAACL 2022

NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension

Anubhav Shrimal, Avi Jain, Kartik Mehta, Promod Yenigalla

Comments NAACL 2022 Industry Track

DISARM: Detecting the Victims Targeted by Harmful Memes

Shivam Sharma, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty

Comments Accepted at NAACL 2022 (Findings)

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback

Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le

Comments The paper is accepted at NAACL 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue

Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul Crook, William Yang Wang

Comments NAACL 2022 Findings

Context-Aware Abbreviation Expansion Using Large Language Models

Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith Ringel Morris, Michael P. Brenner

Comments 15 pages, 7 figures, 8 tables. Accepted as a long paper at NAACL 2022

Towards a Progression-Aware Autonomous Dialogue Agent

Abraham Sanders, Tomek Strzalkowski, Mei Si, Albert Chang, Deepanshu Dey, Jonas Braasch, Dakuo Wang

Comments Accepted at NAACL 2022

Efficient Few-Shot Fine-Tuning for Opinion Summarization

Arthur Bražinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer

Comments NAACL Findings 2022

QuALITY: Question Answering with Long Input Texts, Yes!

Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Samuel R. Bowman

Comments NAACL 2022

MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving

Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang

Comments Accepted by the Findings of NAACL 2022

Augmenting Poetry Composition with Verse by Verse

David Uthus, Maria Voitovich, R. J. Mical

Comments NAACL 2022 Industry Track

White-box Testing of NLP models with Mask Neuron Coverage

Arshdeep Sekhon, Yangfeng Ji, Matthew B. Dwyer, Yanjun Qi

Comments Findings of NAACL 2022 submission, 12 pages

Journal ref Findings of NAACL 2022