EMNLP

Grafting Pre-trained Models for Multimodal Headline Generation

Lingfeng Qiao, Chen Wu, Ye Liu, Haoyuan Peng, Di Yin, Bo Ren

Comments Accepted by EMNLP 2022

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention

Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie

Comments Accepted by EMNLP 2022 Main Conference

SPE: Symmetrical Prompt Enhancement for Fact Probing

Yiyuan Li, Tong Che, Yezhen Wang, Zhengbao Jiang, Caiming Xiong, Snigdha Chaturvedi

Comments accepted at EMNLP 2022

Retrieval-Augmented Generative Question Answering for Event Argument Extraction

Xinya Du, Heng Ji

Comments Accepted by EMNLP 2022 (18 pages)

FPT: Improving Prompt Tuning Efficiency via Progressive Training

Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu

Comments Findings of EMNLP 2022

Efficient Zero-shot Event Extraction with Context-Definition Alignment

Hongming Zhang, Wenlin Yao, Dong Yu

Comments Accepted by EMNLP 2022 findings

Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts

Nghia T. Le, Fan Bai, Alan Ritter

Comments Findings of EMNLP 2022

Naturalistic Causal Probing for Morpho-Syntax

Afra Amini, Tiago Pimentel, Clara Meister, Ryan Cotterell

Comments To appear in TACL 2022 and EMNLP 2022. The arXiv version is a pre-MIT Press publication version

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

Comments Accepted to EMNLP 2022

SHARE: a System for Hierarchical Assistive Recipe Editing

Shuyang Li, Yufei Li, Jianmo Ni, Julian McAuley

Comments Presented at EMNLP 2022 main conference

Decomposing Textual Information For Style Transfer

Ivan P. Yamshchikov, Viacheslav Shibaev, Aleksander Nagaev, Jürgen Jost, Alexey Tikhonov

Comments arXiv admin note: substantial text overlap with arXiv:1908.06809

Journal ref EMNLP-IJCNLP 2019. 2019 Nov 4:128

Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites

Alexey Tikhonov, Viacheslav Shibaev, Aleksander Nagaev, Aigul Nugmanova, Ivan P. Yamshchikov

Journal ref In Proceedings of EMNLP-IJCNLP 2019 Nov (pp. 3936-3945)

Generating Textual Adversaries with Minimal Perturbation

Xingyi Zhao, Lu Zhang, Depeng Xu, Shuhan Yuan

Comments To appear in EMNLP Findings 2022. The code is available at https://github.com/xingyizhao/TAMPERS

The Architectural Bottleneck Principle

Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell

Comments Accepted at EMNLP 2022. Tiago Pimentel and Josef Valvoda contributed equally to this work. Code available in https://github.com/rycolab/attentional-probe

Using Developer Discussions to Guide Fixing Bugs in Software

Sheena Panthaplackel, Milos Gligoric, Junyi Jessy Li, Raymond J. Mooney

Comments Accepted in the Findings of EMNLP 2022

Improving Factual Consistency in Summarization with Compression-Based Post-Editing

Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong

Comments EMNLP 2022

English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings

Yau-Shian Wang, Ashley Wu, Graham Neubig

Comments accepted by EMNLP 2022

Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators

Xinyou Wang, Zaixiang Zheng, Shujian Huang

Comments Accepted by EMNLP 2022

Prompt Learning for Domain Adaptation in Task-Oriented Dialogue

Makesh Narsimhan Sreedhar, Christopher Parisien

Comments Accepted for publication at SereTOD Workshop - EMNLP 2022

Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis

Sudhandar Balakrishnan, Yihao Fang, Xioadan Zhu

Comments Accepted at the FinNLP workshop part of the EMNLP 2022 conference

Can Transformers Reason in Fragments of Natural Language?

Viktor Schlegel, Kamen V. Pavlov, Ian Pratt-Hartmann

Comments Accepted to EMNLP 2022

EvEntS ReaLM: Event Reasoning of Entity States via Language Models

Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk, Eduard Hovy

Comments EMNLP 2022

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information

Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang

Comments 17 pages, EMNLP 2022 Main Conference

Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database

Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou

Comments EMNLP 2022

Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks

Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry

Comments EMNLP'22 Industry Track. Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2022, November 28th, 2022, New Orleans, United States & Virtual, http://www.ml4h.cc, 16 pages

Tracing Semantic Variation in Slang

Zhewei Sun, Yang Xu

Comments Accepted to EMNLP 2022 main conference

SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters

Shwai He, Liang Ding, Daize Dong, Miao Zhang, Dacheng Tao

Comments Findings of EMNLP 2022

Machine Translation Robustness to Natural Asemantic Variation

Jacob Bremerman, Xiang Ren, Jonathan May

Comments Accepted to EMNLP 2022

WikiOmnia: generative QA corpus on the whole Russian Wikipedia

Dina Pisarevskaya, Tatiana Shavrina

Comments Accepted to GEM Workshop, EMNLP 2022

Few-shot Learning with Multilingual Language Models

Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, Tianlu Wang, Shuohui Chen, Daniel Simig, Myle Ott, Naman Goyal, Shruti Bhosale, Jingfei Du, Ramakanth Pasunuru, Sam Shleifer, Punit Singh Koura, Vishrav Chaudhary, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Zornitsa Kozareva, Mona Diab, Veselin Stoyanov, Xian Li

Comments Accepted to EMNLP 2022; 34 pages