ACL - arXivDaily 期刊&会议

1907.10761 2021-12-28 cs.CL cs.AI cs.LG

Bilingual Lexicon Induction through Unsupervised Machine Translation

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Comments ACL 2019

1906.05407 2021-12-28 cs.CL cs.LG

Analyzing the Limitations of Cross-lingual Word Embedding Mappings

Aitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, Eneko Agirre

Comments ACL 2019

1902.01313 2021-12-28 cs.CL cs.AI cs.LG

An Effective Approach to Unsupervised Machine Translation

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Comments ACL 2019

1811.01136 2021-12-28 cs.CL cs.AI cs.LG

Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings

Mikel Artetxe, Holger Schwenk

Comments ACL 2019

1805.06297 2021-12-28 cs.CL cs.AI cs.LG

A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Comments ACL 2018

2105.07148 2021-12-28 cs.CL

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter

Wei Liu, Xiyan Fu, Yue Zhang, Wenming Xiao

Comments Accepted by ACL2021(Long Paper)

2004.14174 2021-12-23 cs.CL cs.AI cs.CR cs.LG

Reevaluating Adversarial Examples in Natural Language

John X. Morris, Eli Lifland, Jack Lanchantin, Yangfeng Ji, Yanjun Qi

Comments 15 pages; 9 Tables; 5 Figures

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2020

2112.10322 2021-12-21 cs.CL cs.IR

Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims

Qiang Sheng, Juan Cao, Xueyao Zhang, Xirong Li, Lei Zhong

Comments ACL-IJCNLP 2021 Main Conference Long Paper

2112.09925 2021-12-21 cs.CL

Word Graph Guided Summarization for Radiology Findings

Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang

Comments 11 pages, 6 figures, ACL2021 Findings

2112.08653 2021-12-17 cs.CL

Reconsidering the Past: Optimizing Hidden States in Language Models

Davis Yoshida, Kevin Gimpel

Comments Findings of EMNLP version

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2021, pages 4099-4105

2112.07165 2021-12-15 cs.CL cs.IR

Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models

Jaromir Savelka, Kevin D. Ashley

Comments 11 pages

Journal ref Savelka, Jaromir, and Kevin D. Ashley. "Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models." In Findings of the Association for Computational Linguistics: EMNLP 2021, pp. 4273-4283. 2021

2010.08242 2021-12-14 cs.CL

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou

Comments 9 pages, 4 figures

Journal ref Findings of the Association for Computational Linguistics: EMNLP (2020) 1784-1795

2106.01040 2021-12-10 cs.CL

Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

Comments ACL 2021

2108.02866 2021-12-09 cs.CL

Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering

Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang

Comments 15 pages, LaTeX; typos corrected, add the open source code link; published to ACL 2021

2105.03075 2021-12-03 cs.CL cs.AI cs.LG

A Survey of Data Augmentation Approaches for NLP

Steven Y. Feng, Varun Gangal, Jason Wei, Sarath Chandar, Soroush Vosoughi, Teruko Mitamura, Eduard Hovy

Comments Accepted to ACL 2021 Findings. GitHub repo with paper list at https://github.com/styfeng/DataAug4NLP ; Talk at https://www.youtube.com/watch?v=kNBVesKUZCk&ab_channel=StevenFeng ; Podcast at https://www.youtube.com/watch?v=qmqyT_97Poc&ab_channel=GradientFlow and https://thedataexchange.media/data-augmentation-in-natural-language-processing

2106.12066 2021-12-02 cs.CL cs.LG

It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning

Alexey Tikhonov, Max Ryabinin

Comments Accepted to Findings of ACL 2021. 13 pages, 4 figures. Code: https://github.com/yandex-research/crosslingual_winograd

2106.00218 2021-11-29 cs.CL

Discontinuous Named Entity Recognition as Maximal Clique Discovery

Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun

Comments ACL 2021, https://github.com/131250208/InfExtraction

2012.15671 2021-11-29 cs.CL

Vocabulary Learning via Optimal Transport for Neural Machine Translation

Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li

Comments Accepted by ACL 2021

2106.04437 2021-11-29 cs.CL

Adversarial Training for Machine Reading Comprehension with Virtual Embeddings

Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

Comments Accepted to *SEM 2021 workshop at ACL 2021

Journal ref Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics

2111.11894 2021-11-24 cs.CL

TWEETSUMM -- A Dialog Summarization Dataset for Customer Service

Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov

Journal ref Findings of the Association for Computational Linguistics: EMNLP (2021) 245--260

2009.06110 2021-11-23 cs.CL cs.AI

Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication

Gašper Beguš

Comments Paper accepted at TACL

Journal ref Transactions of the Association for Computational Linguistics 9 (2021): 1180-1196

2111.09612 2021-11-19 cs.CL cs.LG

How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task

Urja Khurana, Eric Nalisnick, Antske Fokkens

Comments Accepted at the second workshop on Evaluation & Comparison of NLP Systems, co-located at EMNLP 2021. Cite ACL version

2111.06345 2021-11-12 cs.LG cs.AI cs.CL cs.NE

Poisoning Knowledge Graph Embeddings via Relation Inference Patterns

Peru Bhardwaj, John Kelleher, Luca Costabello, Declan O'Sullivan

Comments Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

2111.04158 2021-11-09 cs.CL cs.AI

A Word on Machine Ethics: A Response to Jiang et al. (2021)

Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell, Adina Williams

Comments 11 pages, 2 figures, submitting soon to ACL Rolling Review

2111.02622 2021-11-05 cs.CL

Lexically Aware Semi-Supervised Learning for OCR Post-Correction

Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig

Comments Accepted to the Transactions of the Association for Computational Linguistics (TACL)

2110.15599 2021-11-01 cs.CL cs.AI

Handshakes AI Research at CASE 2021 Task 1: Exploring different approaches for multilingual tasks

Vivek Kalyan, Paul Tan, Shaun Tan, Martin Andrews

Comments Accepted paper for CASE 2021 workshop at ACL-IJCNLP 2021. (6 pages including references)

Journal ref Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021)

2106.01609 2021-10-27 cs.CL cs.AI

Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction

Piji Li, Shuming Shi

Comments ACL 2021. Code: https://github.com/lipiji/TtT. Fix the results of SpellGCN on Oct.26,2021

2105.02472 2021-10-26 cs.CL

XeroAlign: Zero-Shot Cross-lingual Transformer Alignment

Milan Gritta, Ignacio Iacobacci

Comments Findings of ACL 2021 - Code: https://github.com/huawei-noah/noah-research/tree/master/xero_align

2110.10746 2021-10-22 cs.CL cs.AI

Better than Average: Paired Evaluation of NLP Systems

Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West

Comments Published in ACL 2021 (long paper)

2110.10064 2021-10-20 cs.CL

Idiomatic Expression Identification using Semantic Compatibility

Ziheng Zeng, Suma Bhat

Comments Accepted at Transactions of the Association for Computational Linguistics (TACL)