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Spotlight
Tue Jul 19 11:30 PM -- 11:35 PM (KST) @ Room 301 - 303
Certified Robustness Against Natural Language Attacks by Causal Intervention
In APP: Language, Speech and Dialog
Haiteng Zhao · Chang Ma · Xinshuai Dong · Anh Tuan Luu · Zhi-Hong Deng · Hanwang Zhang
Spotlight
Tue Jul 19 11:35 PM -- 11:40 PM (KST) @ Room 301 - 303
A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing
In APP: Language, Speech and Dialog
He Bai · Renjie Zheng · Junkun Chen · Mingbo Ma · Xintong Li · Liang Huang
Spotlight
Tue Jul 19 11:40 PM -- 11:45 PM (KST) @ Room 301 - 303
On the Learning of Non-Autoregressive Transformers
In APP: Language, Speech and Dialog
Fei Huang · Tianhua Tao · Hao Zhou · Lei Li · Minlie Huang
Spotlight
Tue Jul 19 11:45 PM -- 11:50 PM (KST) @ Room 301 - 303
Latent Diffusion Energy-Based Model for Interpretable Text Modelling
In APP: Language, Speech and Dialog
Peiyu Yu · Sirui Xie · Xiaojian Ma · Baoxiong Jia · Bo Pang · Ruiqi Gao · Yixin Zhu · Song-Chun Zhu · Ying Nian Wu
Spotlight
Tue Jul 19 11:50 PM -- 11:55 PM (KST) @ Room 301 - 303
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
In APP: Language, Speech and Dialog
Aaron Chan · Maziar Sanjabi · Lambert Mathias · Liang Tan · Shaoliang Nie · Xiaochang Peng · Xiang Ren · Hamed Firooz
Spotlight
Tue Jul 19 11:55 PM -- 12:00 AM (KST) @ Room 301 - 303
Black-Box Tuning for Language-Model-as-a-Service
In APP: Language, Speech and Dialog
Tianxiang Sun · Yunfan Shao · Hong Qian · Xuanjing Huang · Xipeng Qiu
Oral
Wed Jul 20 12:00 AM -- 12:20 AM (KST) @ Room 301 - 303 None
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information
In APP: Language, Speech and Dialog
Kawin Ethayarajh · Yejin Choi · Swabha Swayamdipta
Spotlight
Wed Jul 20 12:20 AM -- 12:25 AM (KST) @ Room 301 - 303
Co-training Improves Prompt-based Learning for Large Language Models
In APP: Language, Speech and Dialog
Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag
Spotlight
Wed Jul 20 12:25 AM -- 12:30 AM (KST) @ Room 301 - 303
Directed Acyclic Transformer for Non-Autoregressive Machine Translation
In APP: Language, Speech and Dialog
Fei Huang · Hao Zhou · Yang Liu · Hang Li · Minlie Huang
Spotlight
Wed Jul 20 12:30 AM -- 12:35 AM (KST) @ Room 301 - 303
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models
In APP: Language, Speech and Dialog
Adam Liska · Tomas Kocisky · Elena Gribovskaya · Tayfun Terzi · Eren Sezener · Devang Agrawal · Cyprien de Masson d'Autume · Tim Scholtes · Manzil Zaheer · Susannah Young · Ellen Gilsenan-McMahon · Sophia Austin · Phil Blunsom · Angeliki Lazaridou
Spotlight
Wed Jul 20 12:35 AM -- 12:40 AM (KST) @ Room 301 - 303
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology
In APP: Language, Speech and Dialog
Valentin Hofmann · Janet Pierrehumbert · Hinrich Schütze
Spotlight
Wed Jul 20 12:40 AM -- 12:45 AM (KST) @ Room 301 - 303
Generative Cooperative Networks for Natural Language Generation
In APP: Language, Speech and Dialog
Sylvain Lamprier · Thomas Scialom · Antoine Chaffin · Vincent Claveau · Ewa Kijak · Jacopo Staiano · Benjamin Piwowarski
Spotlight
Wed Jul 20 12:45 AM -- 12:50 AM (KST) @ Room 301 - 303
What Language Model Architecture and Pretraining Objective Works Best for Zero-Shot Generalization?
In APP: Language, Speech and Dialog
Thomas Wang · Adam Roberts · Daniel Hesslow · Teven Le Scao · Hyung Won Chung · Iz Beltagy · Julien Launay · Colin Raffel
Spotlight
Wed Jul 20 12:50 AM -- 12:55 AM (KST) @ Room 301 - 303
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
In APP: Language, Speech and Dialog
Yifan Peng · Siddharth Dalmia · Ian Lane · Shinji Watanabe
Spotlight
Wed Jul 20 12:55 AM -- 01:00 AM (KST) @ Room 301 - 303 None
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality
In APP: Language, Speech and Dialog
Jiayao Zhang · Hongming ZHANG · Weijie Su · Dan Roth