EMNLP

What Do Compressed Multilingual Machine Translation Models Forget?

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

Comments Accepted to Findings of EMNLP 2022, presented at WMT 2022

Journal ref https://aclanthology.org/2022.findings-emnlp.317/

Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection

Ta-Chung Chi, Alexander I. Rudnicky

Comments 6 pages, accepted by EMNLP 2021. Update Acknowledgment

Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction

Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied

Comments Accepted by EMNLP 2022

A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT

Hadeel Saadany, Constantin Orasan, Emad Mohamed, Ashraf Tantawy

Comments WANLP2022 at EMNLP 2022

Journal ref Association for Computational Linguistics 2022

Controllable Dialogue Simulation with In-Context Learning

Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan

Comments EMNLP 2022 Findings, code and data are available at https://github.com/Leezekun/dialogic

A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference

Kerem Zaman, Yonatan Belinkov

Comments 21 pages, 7 figures. Code and data at https://keremzaman.com/explaiNLI/; Published in the Proceedings of EMNLP 2022

Journal ref https://aclanthology.org/2022.emnlp-main.101/

Paraphrastic Representations at Scale

John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick

Comments Published as a demo paper at EMNLP 2022

End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English

Abhinav Goyal, Anupam Singh, Nikesh Garera

Comments Accepted at EMNLP 2022 Industry Track

Journal ref https://aclanthology.org/2022.emnlp-industry.59

EDGAR-CORPUS: Billions of Tokens Make The World Go Round

Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos, Prodromos Malakasiotis

Comments 6 pages, short paper at ECONLP 2021 Workshop, in conjunction with EMNLP 2021

Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation

Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie

Journal ref EMNLP 2021;page 2814-2824

Sentence-Incremental Neural Coreference Resolution

Matt Grenander, Shay B. Cohen, Mark Steedman

Comments Accepted at EMNLP 2022

Experiencer-Specific Emotion and Appraisal Prediction

Maximilian Wegge, Enrica Troiano, Laura Oberländer, Roman Klinger

Comments accepted to the NLPCSS workshop at EMNLP 2022: https://aclanthology.org/2022.nlpcss-1.3/

Towards Summary Candidates Fusion

Mathieu Ravaut, Shafiq Joty, Nancy F. Chen

Comments 4 Figures, 9 Tables, EMNLP 2022

Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference

William Held, Dan Iter, Dan Jurafsky

Comments 9 pages, 8 figures, To be published in the 2021 Main Conference on Empirical Methods in Natural Language Processing

ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models

Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou, Eric P. Xing, Zhiting Hu

Comments Findings of EMNLP 2022

Self-Distillation with Meta Learning for Knowledge Graph Completion

Yunshui Li, Junhao Liu, Chengming Li, Min Yang

Comments Findings of the Association for Computational Linguistics: EMNLP 2022

ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection

Badr AlKhamissi, Faisal Ladhak, Srini Iyer, Ves Stoyanov, Zornitsa Kozareva, Xian Li, Pascale Fung, Lambert Mathias, Asli Celikyilmaz, Mona Diab

Comments Accepted at EMNLP 2022

Journal ref In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, pages 2109-2120, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics

Multimodal Contextualized Plan Prediction for Embodied Task Completion

Mert İnan, Aishwarya Padmakumar, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur

Comments NILLI at EMNLP 2022

Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs

Wentao Ding, Hao Chen, Huayu Li, Yuzhong Qu

Comments Accepted to EMNLP 2022, v3 is resubmitted to correct the misspelled author name

Garden-Path Traversal in GPT-2

William Jurayj, William Rudman, Carsten Eickhoff

Comments 9 pages, 6 figures, Accepted to EMNLP BlackBox NLP 2022

Journal ref ACL 2022, BlackBox NLP, pages 305-313 https://aclanthology.org/2022.blackboxnlp-1.25/

Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts

Timo Spinde, Manuel Plank, Jan-David Krieger, Terry Ruas, Bela Gipp, Akiko Aizawa

Comments substantial text overlap with Ph.D. proposal by same author, part of dissertation arXiv:2112.13352

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2021

Readability Controllable Biomedical Document Summarization

Zheheng Luo, Qianqian Xie, Sophia Ananiadou

Comments accepted to the Findings of EMNLP 2022

Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings

Iker García-Ferrero, Rodrigo Agerri, German Rigau

Comments Findings of the Association for Computational Linguistics: EMNLP 2022

Journal ref Findings of the Association for Computational Linguistics EMNLP 2022, 6403-6416

Communication breakdown: On the low mutual intelligibility between human and neural captioning

Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni

Comments Accepted as a short paper at EMNLP 2022

Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games

Benjamin Towle, Ke Zhou

Comments EMNLP Findings 2022

A Unified Encoder-Decoder Framework with Entity Memory

Zhihan Zhang, Wenhao Yu, Chenguang Zhu, Meng Jiang

Comments Accepted by the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking

Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen

Comments EMNLP 2021

Gendered Mental Health Stigma in Masked Language Models

Inna Wanyin Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, Yulia Tsvetkov

Comments EMNLP 2022

LittleBird: Efficient Faster & Longer Transformer for Question Answering

Minchul Lee, Kijong Han, Myeong Cheol Shin

Comments Accepted to EMNLP 2022. see https://aclanthology.org/2022.emnlp-main.352/

TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models

Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo

Comments published at EMNLP 2022