--- title: "Workshop on Economics and Natural Language Processing 2021" description: "Workshop on Economics and Natural Language Processing 2021 — accepted papers: 1 paper in the Elamur Research library (Punta Cana…" canonical: "https://research.elamur.ai/free/en/venues/econlp/2021/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/econlp/2021/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Economics and Natural…](https://md.research.elamur.ai/free/en/venues/econlp/) / 2021 # Workshop on Economics and Natural Language Processing 2021 — accepted papers Workshop on Economics and Natural Language Processing 2021 is the 2021 edition of the Workshop on Economics and Natural Language Processing, held in Punta Cana, Dominican Republic, November 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 12 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Punta Cana, Dominican Republic · 🗓 November 2021 [**12** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/econlp/2021/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/econlp/2021/#works) ## Most cited papers By their OpenAlex citations; a paper with our summary links to its page here, the others to the original. 1. **[EDGAR-CORPUS: Billions of Tokens Make The World Go Round ↗](https://aclanthology.org/2021.econlp-1.2/)**Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos et al.*39 citations* 2. **[Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks ↗](https://aclanthology.org/2021.econlp-1.5/)**Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu et al.*29 citations* 3. **[Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning ↗](https://aclanthology.org/2021.econlp-1.7/)**Priyam Basu, Tiasa Singha Roy, Rakshit Naidu et al.*27 citations* 4. **[Corporate Bankruptcy Prediction with Domain-Adapted BERT ↗](https://aclanthology.org/2021.econlp-1.4/)**Alex Gunwoo Kim, Sangwon Yoon*18 citations* 5. **[Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction ↗](https://aclanthology.org/2021.econlp-1.10/)**Meisin Lee, Lay-Ki Soon, Eu-Gene Siew*4 citations* 6. **[Using Word Embedding to Reveal Monetary Policy Explanation Changes ↗](https://aclanthology.org/2021.econlp-1.8/)**Akira Matsui, Xiang Ren, Emilio Ferrara*4 citations* 7. **[A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives ↗](https://aclanthology.org/2021.econlp-1.1/)**Jiahui Hu, Patrick Paroubek*3 citations* 8. **[Extracting Economic Signals from Central Bank Speeches ↗](https://aclanthology.org/2021.econlp-1.12/)**Maximilian Ahrens, Michael McMahon*3 citations* 9. **[Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse ↗](https://aclanthology.org/2021.econlp-1.11/)**Anna Paula Pawlicka Maule, Kristen Johnson*2 citations* 10. **[From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations ↗](https://aclanthology.org/2021.econlp-1.6/)**Luciano Del Corro, Johannes Hoffart*2 citations* ## All accepted papers (12) The most cited first; 1 with our summary link to their page here, the others to the original. 1. **[EDGAR-CORPUS: Billions of Tokens Make The World Go Round ↗](https://aclanthology.org/2021.econlp-1.2/)**Lefteris Loukas, Manos Fergadiotis, Ion Androutsopoulos et al.*39 citations* 2. **[Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks ↗](https://aclanthology.org/2021.econlp-1.5/)**Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu et al.*29 citations* 3. **[Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning ↗](https://aclanthology.org/2021.econlp-1.7/)**Priyam Basu, Tiasa Singha Roy, Rakshit Naidu et al.*27 citations* 4. **[Corporate Bankruptcy Prediction with Domain-Adapted BERT ↗](https://aclanthology.org/2021.econlp-1.4/)**Alex Gunwoo Kim, Sangwon Yoon*18 citations* 5. **[Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction ↗](https://aclanthology.org/2021.econlp-1.10/)**Meisin Lee, Lay-Ki Soon, Eu-Gene Siew*4 citations* 6. **[Using Word Embedding to Reveal Monetary Policy Explanation Changes ↗](https://aclanthology.org/2021.econlp-1.8/)**Akira Matsui, Xiang Ren, Emilio Ferrara*4 citations* 7. **[A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives ↗](https://aclanthology.org/2021.econlp-1.1/)**Jiahui Hu, Patrick Paroubek*3 citations* 8. **[Extracting Economic Signals from Central Bank Speeches ↗](https://aclanthology.org/2021.econlp-1.12/)**Maximilian Ahrens, Michael McMahon*3 citations* 9. **[Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse ↗](https://aclanthology.org/2021.econlp-1.11/)**Anna Paula Pawlicka Maule, Kristen Johnson*2 citations* 10. **[From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations ↗](https://aclanthology.org/2021.econlp-1.6/)**Luciano Del Corro, Johannes Hoffart*2 citations* 11. **[To What Extent Can English-as-a-Second Language Learners Read Economic News Texts?](https://md.research.elamur.ai/free/en/papers/ehara-2021-what-extent-can-english-as/)**Yo Ehara*1 citation · our summary* 12. **[The Global Banking Standards QA Dataset (GBS-QA) ↗](https://aclanthology.org/2021.econlp-1.3/)**Kyunghwan Sohn, Sunjae Kwon, Jaesik Choi ## Papers with our summary in our library (1) The most cited first (OpenAlex citations plus our library's). 1. **[To What Extent Can English-as-a-Second Language Learners Read Economic News Texts?](https://md.research.elamur.ai/free/en/papers/ehara-2021-what-extent-can-english-as/) [Workshop on Economics and Natural Language Processing](https://md.research.elamur.ai/free/en/venues/econlp/)**Yo Ehara*2021 · 1 citation* ## Top topics Topics of its works in our library, with the number of works on each. [Grammatical error correction & learner language (1)](https://md.research.elamur.ai/free/en/topics/grammatical-error-correction/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/) ## Fields [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (1)](https://md.research.elamur.ai/free/en/shelves/psychology/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Yo Ehara**1 work here · 1 citation](https://md.research.elamur.ai/free/en/authors/yo-ehara/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**Tokyo Gakugei University** Tokyo · Japan 1 work here](https://md.research.elamur.ai/free/en/universities/tokyo-gakugei-university/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [← previous Workshop on Economics and Natural Language Processing 2018](https://md.research.elamur.ai/free/en/venues/econlp/2018/) - [↑ back to Workshop on Economics and Natural Language Processing](https://md.research.elamur.ai/free/en/venues/econlp/)