EMNLP

Weakly Supervised Headline Dependency Parsing

Adrian Benton, Tianze Shi, Ozan İrsoy, Igor Malioutov

Comments Findings of EMNLP 2022

Journal ref In Proceedings of Findings of EMNLP 2022

Language Model Detoxification in Dialogue with Contextualized Stance Control

Jing Qian, Xifeng Yan

Comments Findings of EMNLP 2022

Audience-Centric Natural Language Generation via Style Infusion

Samraj Moorjani, Adit Krishnan, Hari Sundaram, Ewa Maslowska, Aravind Sankar

Comments 14 pages, 3 figures, Accepted in Findings of EMNLP 2022

Lexi: Self-Supervised Learning of the UI Language

Pratyay Banerjee, Shweti Mahajan, Kushal Arora, Chitta Baral, Oriana Riva

Comments EMNLP (Findings) 2022

Multitask Instruction-based Prompting for Fallacy Recognition

Tariq Alhindi, Tuhin Chakrabarty, Elena Musi, Smaranda Muresan

Comments In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 8172 - 8187

Journal ref Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 8172 - 8187

Adapting a Language Model While Preserving its General Knowledge

Zixuan Ke, Yijia Shao, Haowei Lin, Hu Xu, Lei Shu, Bing Liu

Comments EMNLP 2022

Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien

Sin-En Lu, Bo-Han Lu, Chao-Yi Lu, Richard Tzong-Han Tsai

Comments The paper was accepted by EMNLP 2022 findings

Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models

Chaitanya Malaviya, Sudeep Bhatia, Mark Yatskar

Comments EMNLP 2022

Semantic-aware Contrastive Learning for More Accurate Semantic Parsing

Shan Wu, Chunlei Xin, Bo Chen, Xianpei Han, Le Sun

Comments Accepted by EMNLP 2022

Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes

Oren Sultan, Dafna Shahaf

Comments Accepted to EMNLP 2022 main conference (long paper)

Graph-based Keyword Planning for Legal Clause Generation from Topics

Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma

Comments To be published in the Natural Legal Language Processing Workshop, EMNLP 2022 (11 pages, 7 figures)

ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event Datasets

Peratham Wiriyathammabhum

Comments EMNLP workshop 2022. CASE 2022. 1st in Hindi zero-shot protest-event document classification

PromptShots at the FinNLP-2022 ERAI Tasks: Pairwise Comparison and Unsupervised Ranking

Peratham Wiriyathammabhum

Comments EMNLP workshop 2022 SharedTask report. FinNLP 2022. 1st placed in MPP unsupervised ranking. 3rd placed in ML pairwise ranking

TEDB System Description to a Shared Task on Euphemism Detection 2022

Peratham Wiriyathammabhum

Comments EMNLP workshop 2022 SharedTask report. FigLang 2022

Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants

Cheng Qian, Haode Qi, Gengyu Wang, Ladislav Kunc, Saloni Potdar

Comments Accepted to EMNLP 2022 Industry Track

Opening up Minds with Argumentative Dialogues

Youmna Farag, Charlotte O. Brand, Jacopo Amidei, Paul Piwek, Tom Stafford, Svetlana Stoyanchev, Andreas Vlachos

Journal ref Findings of EMNLP 2022

SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings

Jan Engler, Sandipan Sikdar, Marlene Lutz, Markus Strohmaier

Comments Accepted at EMNLP (findings) 2022

Diving Deep into Modes of Fact Hallucinations in Dialogue Systems

Souvik Das, Sougata Saha, Rohini K. Srihari

Comments EMNLP 2022 (Findings)

Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation

Michalis Korakakis, Andreas Vlachos

Comments Findings of EMNLP 2022

Active Learning for Abstractive Text Summarization

Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov

Comments Accepted at EMNLP-2022 Findings

MEGAnno: Exploratory Labeling for NLP in Computational Notebooks

Dan Zhang, Hannah Kim, Rafael Li Chen, Eser Kandogan, Estevam Hruschka

Comments Data Science with Human-in-the-loop (DaSH) @ EMNLP 2022. Demo: https://meganno.github.io

Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification

Aleksandra Edwards, Asahi Ushio, Jose Camacho-Collados, Hélène de Ribaupierre, Alun Preece

Comments Paper has been accepted and presented at DASH workshop, EMNLP 2022 conference

Analyzing the Representational Geometry of Acoustic Word Embeddings

Badr M. Abdullah, Dietrich Klakow

Comments In BlackboxNLP workshop, EMNLP 2022 [ oral presentation ]

A Hierarchical N-Gram Framework for Zero-Shot Link Prediction

Mingchen Li, Junfan Chen, Samuel Mensah, Nikolaos Aletras, Xiulong Yang, Yang Ye

Comments Published as a conference paper at EMNLP Findings 2022

Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning

Zhiyuan Fang, Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

Comments EMNLP 2020. V2C Website: https://asu-apg.github.io/Video2Commonsense/

Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction

Jun Gao, Changlong Yu, Wei Wang, Huan Zhao, Ruifeng Xu

Comments EMNLP 2022 (Findings)

You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona

Jungwoo Lim, Myunghoon Kang, Yuna Hur, Seungwon Jung, Jinsung Kim, Yoonna Jang, Dongyub Lee, Hyesung Ji, Donghoon Shin, Seungryong Kim, Heuiseok Lim

Comments Accepted at Findings of EMNLP 2022

Sequentially Controlled Text Generation

Alexander Spangher, Xinyu Hua, Yao Ming, Nanyun Peng

Comments 19 pages. 10 pages main body, 3 pages references, 6 pages appendix

Journal ref Findings of the 2022 Conference on Empirical Methods in Natural Language Processing

Examining Political Rhetoric with Epistemic Stance Detection

Ankita Gupta, Su Lin Blodgett, Justin H Gross, Brendan O'Connor

Comments Forthcoming in Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS) at EMNLP 2022

Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI

Lorena Piedras, Lucas Rosenblatt, Julia Wilkins

Journal ref NLP for Positive Impact at EMNLP 2022