EMNLP - arXivDaily 期刊&会议

2211.11724 2022-11-22 cs.CL

Legal and Political Stance Detection of SCOTUS Language

Noah Bergam, Emily Allaway, Kathleen McKeown

Comments Natural Legal Language Processing Workshop at EMNLP 2022

2211.11678 2022-11-22 cs.CL

Measuring Harmful Representations in Scandinavian Language Models

Samia Touileb, Debora Nozza

Comments Accepted at the 5th workshop on Natural Language Processing and Computational Social Science (NLP+CSS) at EMNLP 2022 in Abu Dhabi, Dec 7 2022

2211.11617 2022-11-22 cs.CL

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation

Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li

Comments EMNLP 2022

2211.11468 2022-11-22 cs.CL

Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning

Philipp Seeberger, Korbinian Riedhammer

Comments Accepted at NLP4PI (EMNLP 2022)

2211.11360 2022-11-22 cs.CL cs.AI cs.LG

Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022

Ali Hürriyetoğlu, Osman Mutlu, Fırat Duruşan, Onur Uca, Alaeddin Selçuk Gürel, Benjamin Radford, Yaoyao Dai, Hansi Hettiarachchi, Niklas Stoehr, Tadashi Nomoto, Milena Slavcheva, Francielle Vargas, Aaqib Javid, Fatih Beyhan, Erdem Yörük

Comments To appear in CASE 2022 @ EMNLP 2022

2211.11359 2022-11-22 cs.CL cs.AI cs.LG

Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report

Ali Hürriyetoğlu, Hristo Tanev, Vanni Zavarella, Reyyan Yeniterzi, Osman Mutlu, Erdem Yörük

Comments to appear at CASE 2022 @ EMNLP 2022

2211.11256 2022-11-22 cs.CL

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li

Comments Accepted to EMNLP 2022 main conference

2211.11014 2022-11-22 cs.CL cs.AI

Understanding and Improving Knowledge Distillation for Quantization-Aware Training of Large Transformer Encoders

Minsoo Kim, Sihwa Lee, Sukjin Hong, Du-Seong Chang, Jungwook Choi

Comments EMNLP 2022 Main Track Long Paper

2211.10780 2022-11-22 cs.CL cs.AI cs.CY cs.LG

ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture

Youssef Mohamed, Mohamed Abdelfattah, Shyma Alhuwaider, Feifan Li, Xiangliang Zhang, Kenneth Ward Church, Mohamed Elhoseiny

Comments 9 pages, Accepted at EMNLP 22, for more details see https://www.artelingo.org/

2211.10511 2022-11-22 cs.CL cs.LG

Knowledge Graph Generation From Text

Igor Melnyk, Pierre Dognin, Payel Das

Comments Findings of EMNLP 2022

2211.07344 2022-11-22 cs.CL

On Parsing as Tagging

Afra Amini, Ryan Cotterell

Comments Will appear in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

2211.03318 2022-11-22 cs.CL

Fixing Model Bugs with Natural Language Patches

Shikhar Murty, Christopher D. Manning, Scott Lundberg, Marco Tulio Ribeiro

Comments Accepted at EMNLP 2022 [Fixed fig-1]

2210.11060 2022-11-22 cs.CL

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots

Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen

Comments 17 pages, 14 figures. Accepted by Findings of EMNLP 2022

2209.03714 2022-11-22 cs.CL

Visual Grounding of Inter-lingual Word-Embeddings

Wafaa Mohammed, Hassan Shahmohammadi, Hendrik P. A. Lensch, R. Harald Baayen

Comments - added more results - paper accepted to appear at UM-IoS workshop, EMNLP 2022

2205.12870 2022-11-22 cs.CV cs.CL

Open-Domain Sign Language Translation Learned from Online Video

Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu

Comments EMNLP 2022

2211.10243 2022-11-21 cs.SD cs.MM eess.AS

Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis

Zhihao Du, Shiliang Zhang, Siqi Zheng, Zhijie Yan

Comments Accepted by EMNLP 2022

2211.10147 2022-11-21 cs.CL cs.AI cs.IR

FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering

Akhil Kedia, Mohd Abbas Zaidi, Haejun Lee

Comments Accepted at EMNLP 2022 Main Conference

2211.10057 2022-11-21 cs.CL cs.AI cs.LG

Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic

Firoj Alam, Hamdy Mubarak, Wajdi Zaghouani, Giovanni Da San Martino, Preslav Nakov

Comments Accepted at WANLP-22 (EMNLP-22), propaganda, disinformation, misinformation, fake news, memes, multimodality. arXiv admin note: text overlap with arXiv:2109.08013, arXiv:2105.09284

2211.10018 2022-11-21 cs.CL

A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach

Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria

Comments 19 pages, 6 figures, accepted by EMNLP 2022

2211.10017 2022-11-21 cs.CL cs.AI cs.LG

Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production

Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla

Comments Accepted to SustaiNLP 2022 (EMNLP 2022)

2211.09953 2022-11-21 cs.CL

Towards Explaining Subjective Ground of Individuals on Social Media

Younghun Lee, Dan Goldwasser

Comments Findings of EMNLP 2022

2211.09942 2022-11-21 cs.CL

Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs

Jinrui Yang, Sheilla Njoto, Marc Cheong, Leah Ruppanner, Lea Frermann

Comments Accepted at the NLP+CSS 2022 workshop (co-located with EMNLP)

2211.07441 2022-11-21 cs.CL cs.CV cs.LG

Multi-VQG: Generating Engaging Questions for Multiple Images

Min-Hsuan Yeh, Vicent Chen, Ting-Hao 'Kenneth' Haung, Lun-Wei Ku

Comments In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

2211.05955 2022-11-21 cs.CL

MEE: A Novel Multilingual Event Extraction Dataset

Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen

Comments Accepted at EMNLP 2022

2211.04454 2022-11-21 cs.CL cs.LG

SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content

Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta

Comments Accepted at EMNLP 2022 as an Industry Track paper

2211.09892 2022-11-21 cs.CL cs.AI

Summarizing Community-based Question-Answer Pairs

Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang

Comments To appear in EMNLP 2022 main conference

2211.09748 2022-11-18 cs.CL cs.LG

Probing for Incremental Parse States in Autoregressive Language Models

Tiwalayo Eisape, Vineet Gangireddy, Roger P. Levy, Yoon Kim

Comments Findings of EMNLP 2022

2211.09744 2022-11-18 cs.CL

Zero-Shot Dynamic Quantization for Transformer Inference

Yousef El-Kurdi, Jerry Quinn, Avirup Sil

Comments To appear in EMNLP 2022 industry track

2211.09458 2022-11-18 cs.CL

Abstractive Summarization Guided by Latent Hierarchical Document Structure

Yifu Qiu, Shay B. Cohen

Comments EMNLP 2022, 15 pages

2211.09455 2022-11-18 cs.CL

Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation

Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos Korfiatis, Mark Perera, Anya Belz, Ehud Reiter

Comments Accepted for publication at EMNLP 2022