📰 AACL 2020 — accepted papers

AACL 2020 is the 2020 edition of the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), held in Suzhou, China, December 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 123 papers of it in 3 tracks; our library holds 5 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main92Student Research Workshop24System Demonstrations7

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov et al.203 citations · our summary
2. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata et al.181 citations · our summary
3. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma et al. · System Demonstrations122 citations · our summary
4. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation ExtractionXu Han, Tianyu Gao, Yankai Lin et al.65 citations
5. Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual AnalysisJoão Augusto Leite, Diego Silva, Kalina Bontcheva et al.61 citations
6. SentiRec: Sentiment Diversity-aware Neural News RecommendationChuhan Wu, Fangzhao Wu, Tao Qi et al.38 citations
7. Compressing Pre-trained Language Models by Matrix DecompositionMatan Ben Noach, Yoav Goldberg35 citations
8. Multimodal Pretraining for Dense Video CaptioningGabriel Huang, Bo Pang, Zhenhai Zhu et al.34 citations
9. SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech TranslationXutai Ma, Juan Pino, Philipp Koehn34 citations
10. An Empirical Study of Tokenization Strategies for Various Korean NLP TasksKyubyong Park, Joohong Lee, Seongbo Jang et al.31 citations

All accepted papers (123)

The most cited first; 5 with our summary link to their page here, the others to the original.

1. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov et al.203 citations · our summary
2. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata et al.181 citations · our summary
3. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma et al. · System Demonstrations122 citations · our summary
4. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation ExtractionXu Han, Tianyu Gao, Yankai Lin et al.65 citations
5. Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual AnalysisJoão Augusto Leite, Diego Silva, Kalina Bontcheva et al.61 citations
6. SentiRec: Sentiment Diversity-aware Neural News RecommendationChuhan Wu, Fangzhao Wu, Tao Qi et al.38 citations
7. Compressing Pre-trained Language Models by Matrix DecompositionMatan Ben Noach, Yoav Goldberg35 citations
8. Multimodal Pretraining for Dense Video CaptioningGabriel Huang, Bo Pang, Zhenhai Zhu et al.34 citations
9. SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech TranslationXutai Ma, Juan Pino, Philipp Koehn34 citations
10. An Empirical Study of Tokenization Strategies for Various Korean NLP TasksKyubyong Park, Joohong Lee, Seongbo Jang et al.31 citations
11. All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on MemesDushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.29 citations · our summary
12. Liputan6: A Large-scale Indonesian Dataset for Text SummarizationFajri Koto, Jey Han Lau, Timothy Baldwin29 citations
13. Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion RecognitionWenliang Dai, Zihan Liu, Tiezheng Yu et al.27 citations
14. Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder ModelSatoru Katsumata, Mamoru Komachi26 citations
15. A Unified Framework for Multilingual and Code-Mixed Visual Question AnsweringDeepak Gupta, Pabitra Lenka, Asif Ekbal et al.22 citations
16. Graph Attention Network with Memory Fusion for Aspect-level Sentiment AnalysisLi Yuan, Jin Wang, Liang-Chih Yu et al.22 citations
17. Investigating Learning Dynamics of BERT Fine-TuningYaru Hao, Li Dong, Furu Wei et al.21 citations
18. English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer TooJason Phang, Iacer Calixto, Phu Mon Htut et al.16 citations · our summary
19. Grounded PCFG Induction with ImagesLifeng Jin, William Schuler16 citations
20. Improving Context Modeling in Neural Topic SegmentationLinzi Xing, Brad Hackinen, Giuseppe Carenini et al.16 citations
21. Mixed-Lingual Pre-training for Cross-lingual SummarizationRuochen Xu, Chenguang Zhu, Yu Shi et al.16 citations
22. Multi-task Learning for Automated Essay Scoring with Sentiment AnalysisPanitan Muangkammuen, Fumiyo Fukumoto · Student Research Workshop16 citations
23. Towards a Better Understanding of Label Smoothing in Neural Machine TranslationYingbo Gao, Weiyue Wang, Christian Herold et al.16 citations
24. Systematically Exploring Redundancy Reduction in Summarizing Long DocumentsWen Xiao, Giuseppe Carenini15 citations
25. From Hero to Zéroe: A Benchmark of Low-Level Adversarial AttacksSteffen Eger, Yannik Benz14 citations

See all 123 papers in AACL 2020 — accepted papers →

📄 Papers with our summary in our library (5)

The most cited first (OpenAlex citations plus our library's).

1. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov, et al.2020 · 292 citations
2. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata, et al.2020 · 265 citations
3. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
4. English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer TooJason Phang, Iacer Calixto, Phu Mon Htut, et al.2020 · 70 citations
5. All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on MemesDushyant Singh Chauhan, Dhanush S R, Asif Ekbal, et al.2020 · 38 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

😊Sentiment & emotion (1)🎙️Speech & spoken language (1)🌍Multilingual & cross-lingual NLP (1)📏Evaluation & benchmarks (1)🔬Interpretability (1)English (1)

📚 Fields

🖥️Computer Science (5)🎭Arts and Humanities (4)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢AmazonSeattle · United States1 work here🎓Indian Institute of Technology PatnaPatna · India1 work here🏢IBMArmonk · United States1 work here🎓Bandung Institute of TechnologyBandung · Indonesia1 work here🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓Indian Institute of Technology BombayMumbai · India1 work here🎓University of Colorado BoulderBoulder · United States1 work here🎓Hong Kong University of Science and TechnologyHong Kong · China1 work here🏢Meta (Israel)Tel Aviv · Israel1 work here🎓University of IndonesiaDepok · Indonesia1 work here🎓New York UniversityNew York · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/aacl/2020/