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• Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation

  Nicholas Egan, Oleg Vasilyev, John Bohannon

  10599-10607

  2022-06-28

• Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis

  Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim

  10608-10617

  2022-06-28

• Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models

  Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal

  10618-10626

  2022-06-28

• Language Model Priming for Cross-Lingual Event Extraction

  Steven Fincke, Shantanu Agarwal, Scott Miller, Elizabeth Boschee

  10627-10635

  2022-06-28

• Language Modelling via Learning to Rank

  Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz

  10636-10644

  2022-06-28

• NAREOR: The Narrative Reordering Problem

  Varun Gangal, Steven Y. Feng, Malihe Alikhani, Teruko Mitamura, Eduard Hovy

  10645-10653

  2022-06-28

• UNISON: Unpaired Cross-Lingual Image Captioning

  Jiahui Gao, Yi Zhou, Philip L. H. Yu, Shafiq Joty, Jiuxiang Gu

  10654-10662

  2022-06-28

• AutoBERT-Zero: Evolving BERT Backbone from Scratch

  Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

  10663-10671

  2022-06-28

• ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs

  Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin

  10672-10680

  2022-06-28

• Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory

  Mengshi Ge, Rui Mao, Erik Cambria

  10681-10689

  2022-06-28

• Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss

  Yantao Gong, Cao Liu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Weipeng Zhang, Houfeng Wang

  10690-10698

  2022-06-28

• SSAST: Self-Supervised Audio Spectrogram Transformer

  Yuan Gong, Cheng-I Lai, Yu-An Chung, James Glass

  10699-10709

  2022-06-28

• Block-Skim: Efficient Question Answering for Transformer

  Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo

  10710-10719

  2022-06-28

• Deep Clustering of Text Representations for Supervision-Free Probing of Syntax

  Vikram Gupta, Haoyue Shi, Kevin Gimpel, Mrinmaya Sachan

  10720-10728

  2022-06-28

• Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training

  Momchil Hardalov, Arnav Arora, Preslav Nakov, Isabelle Augenstein

  10729-10737

  2022-06-28

• Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation

  Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür

  10738-10748

  2022-06-28

• GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection

  Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li

  10749-10757

  2022-06-28

• Protecting Intellectual Property of Language Generation APIs with Lexical Watermark

  Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang

  10758-10766

  2022-06-28

• BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents

  Teakgyu Hong, DongHyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

  10767-10775

  2022-06-28

• Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision

  Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li

  10776-10784

  2022-06-28

• Word Level Robustness Enhancement: Fight Perturbation with Perturbation

  Pei Huang, Yuting Yang, Fuqi Jia, Minghao Liu, Feifei Ma, Jian Zhang

  10785-10793

  2022-06-28

• Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation

  Patrick Huber, Linzi Xing, Giuseppe Carenini

  10794-10802

  2022-06-28

• Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge

  Yoonna Jang, Jungwoo Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, Heuiseok Lim

  10803-10812

  2022-06-28

• Towards Building ASR Systems for the Next Billion Users

  Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal Santosh Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

  10813-10821

  2022-06-28

• Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference

  Zixia Jia, Zhaohui Yan, Haoyi Wu, Kewei Tu

  10822-10830

  2022-06-28