EMNLP

Unsupervised Non-transferable Text Classification

Guangtao Zeng, Wei Lu

Comments Accepted by EMNLP 2022

Memory-assisted prompt editing to improve GPT-3 after deployment

Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang

Comments EMNLP 2022. This version updates the title to be consistent with EMNLP camera ready

Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding

Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan

Comments Findings of EMNLP 2021

SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages

Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard, Caroline Brun, James Henderson, Laurent Besacier

Comments Accepted to EMNLP 2022

Journal ref https://aclanthology.org/2022.emnlp-main.571

Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning

Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu

Comments EMNLP (12 pages, 4 figures, 6 tables)

Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling

Zhichao Duan, Xiuxing Li, Zhenyu Li, Zhuo Wang, Jianyong Wang

Comments Findings of EMNLP 2022

EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching

Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci

Comments Findings of EMNLP 2022

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2022 (6698-6714)

Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study

Hai Ye, Yuyang Ding, Juntao Li, Hwee Tou Ng

Comments Findings of EMNLP 2022

Prompting for Multimodal Hateful Meme Classification

Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang

Comments Accepted in EMNLP, 2022

Long Text and Multi-Table Summarization: Dataset and Method

Shuaiqi Liu, Jiannong Cao, Ruosong Yang, Zhiyuan Wen

Comments EMNLP 2022 Findings

Artificial Text Detection via Examining the Topology of Attention Maps

Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev

Comments Accepted to EMNLP 2021

Journal ref Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 635-649

Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support

Stephen Obadinma, Faiza Khan Khattak, Shirley Wang, Tania Sidhom, Elaine Lau, Sean Robertson, Jingcheng Niu, Winnie Au, Alif Munim, Karthik Raja K. Bhaskar, Bencheng Wei, Iris Ren, Waqar Muhammad, Erin Li, Bukola Ishola, Michael Wang, Griffin Tanner, Yu-Jia Shiah, Sean X. Zhang, Kwesi P. Apponsah, Kanishk Patel, Jaswinder Narain, Deval Pandya, Xiaodan Zhu, Frank Rudzicz, Elham Dolatabadi

Comments Camera Ready Version of Paper Published in EMNLP 2022 Industry Track

Capturing Topic Framing via Masked Language Modeling

Xiaobo Guo, Weicheng Ma, Soroush Vosoughi

Comments In Findings of EMNLP 2022

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2022 (pp. 6811-6825) (2022, December)

Towards Few-Shot Identification of Morality Frames using In-Context Learning

Shamik Roy, Nishanth Sridhar Nakshatri, Dan Goldwasser

Comments Accepted to the 5th Workshop on NLP and CSS at EMNLP 2022

A Survey of Active Learning for Natural Language Processing

Zhisong Zhang, Emma Strubell, Eduard Hovy

Comments EMNLP 2022

History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System

Tong Zhang, Yong Liu, Boyang Li, Zhiwei Zeng, Pengwei Wang, Yuan You, Chunyan Miao, Lizhen Cui

Comments EMNLP 2022(Findings)

MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning

Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiao-Yu Zhang

Comments EMNLP 2022 Full Paper

You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis

Josip Jukić, Iva Vukojević, Jan Šnajder

Comments Accepted at EMNLP 2022 (Findings), NLP+CSS

Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection

Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu

Comments accepted by EMNLP (Findings) 2022

Machine Translation Impact in E-commerce Multilingual Search

Bryan Zhang, Amita Misra

Comments Accepted by EMNLP 2022 (Industry Track)

Recursive Neural Networks with Bottlenecks Diagnose (Non-)Compositionality

Verna Dankers, Ivan Titov

Comments Published in EMNLP 2023 findings; 18 pages total (9 in the main paper, 3 pages of limitations and references and 6 pages with appendices)

One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks

Manuel Senge, Timour Igamberdiev, Ivan Habernal

Comments EMNLP 2022 final camera-ready version

Multilingual Sentence Transformer as A Multilingual Word Aligner

Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen

Comments Published at Findings of EMNLP 2022

Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction

Zhen Wan, Qianying Liu, Zhuoyuan Mao, Fei Cheng, Sadao Kurohashi, Jiwei Li

Comments EMNLP 2022 (short paper)

CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers

Dongling Xiao, Linzheng Chai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li, Yunbo Cao

Comments Accepted at EMNLP 2022 (findings)

Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation

Huanran Zheng, Wei Zhu, Pengfei Wang, Xiaoling Wang

Comments Accepted by EMNLP 2022

Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification

Zi Lin, Jeremiah Liu, Jingbo Shang

Comments EMNLP 2022

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce

Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Zezhong Xu, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen

Comments Accepted to EMNLP 2022 (Findings)

Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data

Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon

Comments Journal extension of our EMNLP 2019 paper (arXiv:1909.02201)

Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval

Asha Vishwanathan, Rajeev Unnikrishnan Warrier, Gautham Vadakkekara Suresh, Chandra Shekhar Kandpal

Comments Accepted at EMNLP 2022