conftrace_

ACL 2022

1,617 papers

CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation

Nishant Kambhatla, Logan Born, Anoop Sarkar

Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm

Shaoyi Huang, Dongkuan Xu, Ian Yen, Yijue Wang, Sung-En Chang

Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature

Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli, Davide Freddi

An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition

Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference

Changzai Pan, Maosong Sun, Ke Deng

Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation

Guanhua Chen, Shuming Ma, Yun Chen, Dongdong Zhang, Jia Pan

Attention Temperature Matters in Abstractive Summarization Distillation

Shengqiang Zhang, Xingxing Zhang, Hangbo Bao, Furu Wei

Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking

Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz

UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System

Zhiyuan Ma, Jianjun Li, Guohui Li, Yongjing Cheng

[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue

Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong

JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection

Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui

Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification

George-Eduard Zaharia, Răzvan-Alexandru Smădu, Dumitru Cercel, Mihai Dascalu

Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning

Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu

AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence Level

Amit Seker, Elron Bandel, Dan Bareket, Idan Brusilovsky, Refael Greenfeld

Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings

Sangwon Yu, Jongyoon Song, Heeseung Kim, Seongmin Lee, Woo-Jong Ryu

Quantified Reproducibility Assessment of NLP Results

Anya Belz, Maja Popović, Simon Mille

AdapLeR: Speeding up Inference by Adaptive Length Reduction

Ali Modarressi, Hosein Mohebbi, Mohammad Taher Pilehvar