EMNLP

Extending Phrase Grounding with Pronouns in Visual Dialogues

Panzhong Lu, Xin Zhang, Meishan Zhang, Min Zhang

Comments Accepted by EMNLP 2022

Cross-document Event Coreference Search: Task, Dataset and Modeling

Alon Eirew, Avi Caciularu, Ido Dagan

Comments EMNLP 2022

SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training

Hui Chen, Wei Han, Soujanya Poria

Comments Accepted to EMNLP 2022 Findings

Conformal Predictor for Improving Zero-shot Text Classification Efficiency

Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Comments EMNLP 2022

Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval

Minjoon Jung, Seongho Choi, Joochan Kim, Jin-Hwa Kim, Byoung-Tak Zhang

Comments Accepted by EMNLP 2022 main conference

Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models

Victor S. Bursztyn, David Demeter, Doug Downey, Larry Birnbaum

Comments Accepted to findings of EMNLP 2022. Data and code available at https://github.com/vbursztyn/compositional-fine-tuning

Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization

Nishant Yadav, Nicholas Monath, Rico Angell, Manzil Zaheer, Andrew McCallum

Comments EMNLP 2022. Code for all experiments and model checkpoints are available at https://github.com/iesl/anncur

The Curious Case of Absolute Position Embeddings

Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams

Comments Accepted at EMNLP 2022 Findings; 5 pages and 15 pages Appendix

Exploring The Landscape of Distributional Robustness for Question Answering Models

Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco, Sewon Min, Ian Magnusson, Hannaneh Hajishirzi, Ludwig Schmidt

Comments EMNLP Findings 2022

DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents

Ziqiao Ma, Ben VanDerPloeg, Cristian-Paul Bara, Huang Yidong, Eui-In Kim, Felix Gervits, Matthew Marge, Joyce Chai

Comments Findings of EMNLP, 2022

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure

Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu

Comments To appear at the main conference of EMNLP 2022

Journal ref EMNLP 2022

DANLI: Deliberative Agent for Following Natural Language Instructions

Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai

Comments Accepted in EMNLP 2022

DiscoSense: Commonsense Reasoning with Discourse Connectives

Prajjwal Bhargava, Vincent Ng

Comments EMNLP 2022

EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention

Chen Tang, Chenghua Lin, Henglin Huang, Frank Guerin, Zhihao Zhang

Comments Accepted by EMNLP 2022 Findings

Journal ref EMNLP 2022 Findings

Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure

Xueliang Zhao, Lemao Liu, Tingchen Fu, Shuming Shi, Dongyan Zhao, Rui Yan

Comments To appear at EMNLP 2022 main conference

Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation

Xueliang Zhao, Yuxuan Wang, Chongyang Tao, Chenshuo Wang, Dongyan Zhao

Comments To appear at EMNLP 2022 findings

There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning

Xueliang Zhao, Tingchen Fu, Chongyang Tao, Rui Yan

Comments To appear at EMNLP 2022 main conference. The first two authors contributed equally

Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance

Abhishek Agarwal, Shanshan Xu, Matthias Grabmair

Comments Accepted at Findings of EMNLP 2022

Generative Prompt Tuning for Relation Classification

Jiale Han, Shuai Zhao, Bo Cheng, Shengkun Ma, Wei Lu

Comments Accepted by Findings of EMNLP 2022

Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems

David Gros, Yu Li, Zhou Yu

Comments EMNLP 2022

Hard Gate Knowledge Distillation -- Leverage Calibration for Robust and Reliable Language Model

Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin L. Zhang

Comments EMNLP 2022

PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text

Xianjun Yang, Ya Zhuo, Julia Zuo, Xinlu Zhang, Stephen Wilson, Linda Petzold

Comments Findings of EMNLP 2022

Varifocal Question Generation for Fact-checking

Nedjma Ousidhoum, Zhangdie Yuan, Andreas Vlachos

Comments Accepted at EMNLP 2022, 13 pages

MetaASSIST: Robust Dialogue State Tracking with Meta Learning

Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz

Comments To appear at EMNLP 2022, 13 pages

ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation

Fan Yin, Yao Li, Cho-Jui Hsieh, Kai-Wei Chang

Comments 18 pages, EMNLP 2022, main conference, long paper

ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples

Yilun Zhao, Linyong Nan, Zhenting Qi, Rui Zhang, Dragomir Radev

Comments accepted by EMNLP 2022

Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation

Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li, Yajuan Lyu

Comments EMNLP 2022 Main

NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation

Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta

Comments Findings of EMNLP 2022

EnDex: Evaluation of Dialogue Engagingness at Scale

Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng

Journal ref Findings of EMNLP 2022

P$^3$LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training

Junwei Bao, Yifan Wang, Jiangyong Ying, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He

Comments Accepted to EMNLP(Findings) 2022