EMNLP

Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution

Aiwei Liu, Honghai Yu, Xuming Hu, Shu'ang Li, Li Lin, Fukun Ma, Yawen Yang, Lijie Wen

Comments 13 pages, 3 figures. EMNLP 2022

Journal ref EMNLP 2022

Validity Assessment of Legal Will Statements as Natural Language Inference

Alice Saebom Kwak, Jacob O. Israelsen, Clayton T. Morrison, Derek E. Bambauer, Mihai Surdeanu

Comments 10 pages, 4 figures; To be published in the Findings of the Association for Computational Linguistics: EMNLP 2022

Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts

Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth

Comments Accepted at EMNLP 2022

Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues

Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou

Comments Accepted at EMNLP 2022 (main conference)

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework

Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li

Comments Accepted in EMNLP 2022 main conference

An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks

Yuxiang Wu, Yu Zhao, Baotian Hu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel

Comments EMNLP 2022 main conference long paper. 8 pages, 6 figures

Search to Pass Messages for Temporal Knowledge Graph Completion

Zhen Wang, Haotong Du, Quanming Yao, Xuelong Li

Comments Accepted by Findings of EMNLP 2022

How Far are We from Robust Long Abstractive Summarization?

Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan

Comments EMNLP 2022

Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers

Abhijeet Awasthi, Ashutosh Sathe, Sunita Sarawagi

Comments EMNLP 2022

Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation

Shulin Huang, Shirong Ma, Yinghui Li, Yangning Li, Shiyang Lin, Hai-Tao Zheng, Ying Shen

Comments Accepted to EMNLP 2022 GEM Workshop

Entity-centered Cross-document Relation Extraction

Fengqi Wang, Fei Li, Hao Fei, Jingye Li, Shengqiong Wu, Fangfang Su, Wenxuan Shi, Donghong Ji, Bo Cai

Comments This paper was accepted by EMNLP 2022 conference

Differentiable Data Augmentation for Contrastive Sentence Representation Learning

Tianduo Wang, Wei Lu

Comments Accepted to EMNLP 2022. The code and pre-trained models are available at https://github.com/TianduoWang/DiffAug

Toward Unifying Text Segmentation and Long Document Summarization

Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu

Comments EMNLP 2022 (Long Paper)

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE

Yuling Gu, Yao Fu, Valentina Pyatkin, Ian Magnusson, Bhavana Dalvi Mishra, Peter Clark

Comments Accepted at The Third Workshop on Figurative Language Processing @ EMNLP 2022

arXivEdits: Understanding the Human Revision Process in Scientific Writing

Chao Jiang, Wei Xu, Samuel Stevens

Comments This paper has been accepted to EMNLP 2022

FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation

Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li

Comments EMNLP-2022, 20 pages

Mutual Information Alleviates Hallucinations in Abstractive Summarization

Liam van der Poel, Ryan Cotterell, Clara Meister

Comments EMNLP 2022

When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks

Ankur Sikarwar, Arkil Patel, Navin Goyal

Comments EMNLP 2022

Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling

Vidhisha Balachandran, Hannaneh Hajishirzi, William W. Cohen, Yulia Tsvetkov

Comments EMNLP 2022

Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms

Ella Rabinovich, Boaz Carmeli

Comments Accepted at EMNLP 2022 (main conference), 13 pages

Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models

Hannah Chen, Yangfeng Ji, David Evans

Comments EMNLP 2022

Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging

Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze

Comments EMNLP 2022

HashFormers: Towards Vocabulary-independent Pre-trained Transformers

Huiyin Xue, Nikolaos Aletras

Comments Accepted at EMNLP 2022

Retrieval Augmented Visual Question Answering with Outside Knowledge

Weizhe Lin, Bill Byrne

Comments Accepted to appear at the main conference of EMNLP 2022

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours

Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martin Santillan Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz

Comments 7 pages, 2 figures To be published at EMNLP 2022

Leveraging Locality in Abstractive Text Summarization

Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev

Comments Accepted to EMNLP 2022

Conditional Supervised Contrastive Learning for Fair Text Classification

Jianfeng Chi, William Shand, Yaodong Yu, Kai-Wei Chang, Han Zhao, Yuan Tian

Comments Findings of EMNLP 2022

Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation

Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun

Comments Accepted to Findings of EMNLP 2022

Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation

Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari

Comments 22 pages, EMNLP 2022

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning

Yushi Bai, Xin Lv, Juanzi Li, Lei Hou, Yincen Qu, Zelin Dai, Feiyu Xiong

Comments EMNLP 2022. Code is available at https://github.com/bys0318/SQUIRE