ACL - arXivDaily 期刊&会议

2203.13504 2022-03-28 cs.CL cs.SD eess.AS

EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition

Zaijing Li, Fengxiao Tang, Ming Zhao, Yusen Zhu

Comments 9 pages, 5 figures, accepted by Finding of ACL 2022

2203.13491 2022-03-28 cs.CL

Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks

Ashutosh Kumar, Aditya Joshi

Comments 9 pages, 2 figures, ACL Findings 2022

2203.13420 2022-03-28 cs.CL cs.AI cs.SD eess.AS

Automatic Song Translation for Tonal Languages

Fenfei Guo, Chen Zhang, Zhirui Zhang, Qixin He, Kejun Zhang, Jun Xie, Jordan Boyd-Graber

Comments Accepted at Findings of ACL 2022, 15 pages, 4 Tables and 10 Figures

2203.13397 2022-03-28 cs.CL

GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models

Changye Li, David Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov

Comments This paper has been accepted by ACL 2022

2203.13357 2022-03-28 cs.CL

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia

Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder

Comments Accepted in ACL 2022

2203.13291 2022-03-28 cs.CV cs.CL

Searching for fingerspelled content in American Sign Language

Bowen Shi, Diane Brentari, Greg Shakhnarovich, Karen Livescu

Comments ACL 2022

2203.03820 2022-03-28 cs.CL

A Variational Hierarchical Model for Neural Cross-Lingual Summarization

Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou

Comments Accepted at ACL 2022 as a long paper of main conference. Code: https://github.com/XL2248/VHM

2112.03497 2022-03-28 cs.CL

Dataset Geography: Mapping Language Data to Language Users

Fahim Faisal, Yinkai Wang, Antonios Anastasopoulos

Comments ACL 2022

2110.08388 2022-03-28 cs.CL

Probing as Quantifying Inductive Bias

Alexander Immer, Lucas Torroba Hennigen, Vincent Fortuin, Ryan Cotterell

Comments ACL 2022

2109.00301 2022-03-28 cs.CL

$\infty$-former: Infinite Memory Transformer

Pedro Henrique Martins, Zita Marinho, André F. T. Martins

Comments ACL 2022

2107.06499 2022-03-28 cs.CL cs.LG

Deduplicating Training Data Makes Language Models Better

Katherine Lee, Daphne Ippolito, Andrew Nystrom, Chiyuan Zhang, Douglas Eck, Chris Callison-Burch, Nicholas Carlini

Comments Accepted to ACL 2022

2203.13240 2022-03-25 cs.CL cs.LG

Token Dropping for Efficient BERT Pretraining

Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou

Comments ACL 2022

2203.12990 2022-03-25 cs.CL

Generating Scientific Claims for Zero-Shot Scientific Fact Checking

Dustin Wright, David Wadden, Kyle Lo, Bailey Kuehl, Arman Cohan, Isabelle Augenstein, Lucy Lu Wang

Comments Accepted to ACL 2022; 13 pages, 3 figures, 8 tables

2203.12971 2022-03-25 cs.CL

Probing for Labeled Dependency Trees

Max Müller-Eberstein, Rob van der Goot, Barbara Plank

Comments Accepted at ACL 2022 (Main Conference)

2203.12942 2022-03-25 cs.CL cs.AI cs.CY

Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets

Yuxiang Wu, Matt Gardner, Pontus Stenetorp, Pradeep Dasigi

Comments Accepted to ACL 2022 main conference

2203.12926 2022-03-25 cs.CL

Multitasking Framework for Unsupervised Simple Definition Generation

Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, Erhong Yang

Comments Accepted by ACL 2022 (main conference)

2203.12918 2022-03-25 cs.AI cs.CL cs.HC

A Rationale-Centric Framework for Human-in-the-loop Machine Learning

Jinghui Lu, Linyi Yang, Brian Mac Namee, Yue Zhang

Comments Accepted to ACL 2022

2203.12881 2022-03-25 cs.CL cs.LG

Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?

Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty

Comments Accepted in ACL 2022

2110.08222 2022-03-25 cs.CL

DialFact: A Benchmark for Fact-Checking in Dialogue

Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong

Comments ACL 2022

2106.15231 2022-03-25 cs.CL cs.AI cs.LO

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis

Linyi Yang, Jiazheng Li, Pádraig Cunningham, Yue Zhang, Barry Smyth, Ruihai Dong

Comments Accepted to ACL-21

2203.12815 2022-03-25 cs.CL

Revisiting the Effects of Leakage on Dependency Parsing

Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos

Comments to be presented at ACL'22 Findings

2203.08411 2022-03-25 cs.CL cs.CV cs.LG

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction

Chen-Yu Lee, Chun-Liang Li, Timothy Dozat, Vincent Perot, Guolong Su, Nan Hua, Joshua Ainslie, Renshen Wang, Yasuhisa Fujii, Tomas Pfister

Comments Accepted to ACL 2022

2203.12574 2022-03-24 cs.CL cs.LG

Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal

Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan

Comments To appear in the Findings of ACL 2022

2203.12536 2022-03-24 cs.CL

Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection

Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr

Comments Findings of ACL 2022 preprint

2203.12524 2022-03-24 cs.CL

Computational historical linguistics and language diversity in South Asia

Aryaman Arora, Adam Farris, Samopriya Basu, Suresh Kolichala

Comments 14 pages; accepted to ACL 2022 Theme Track

2203.12441 2022-03-24 cs.AI cs.MM

M-SENA: An Integrated Platform for Multimodal Sentiment Analysis

Huisheng Mao, Ziqi Yuan, Hua Xu, Wenmeng Yu, Yihe Liu, Kai Gao

Comments 11 pages, 4 figures, to be published in ACL 2022 System Demonstration Track

2203.12298 2022-03-24 cs.CL cs.CR cs.LG

Input-specific Attention Subnetworks for Adversarial Detection

Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh M Khapra

Comments Accepted at Findings of ACL 2022, 14 pages, 6 Tables and 9 Figures

2203.12277 2022-03-24 cs.CL

Unified Structure Generation for Universal Information Extraction

Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin, Xianpei Han, Le Sun, Hua Wu

Comments Accepted to the main conference of ACL2022

2203.12274 2022-03-24 cs.CL

Pre-training to Match for Unified Low-shot Relation Extraction

Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun

Comments Accepted to the main conference of ACL2022

2203.12264 2022-03-24 cs.CL

ECO v1: Towards Event-Centric Opinion Mining

Ruoxi Xu, Hongyu Lin, Meng Liao, Xianpei Han, Jin Xu, Wei Tan, Yingfei Sun, Le Sun

Comments Accepted to Findings of ACL2022