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Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework
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| Published in: | Transactions of the Association for Computational Linguistics |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552864647872512 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Transactions of the Association for Computational Linguistics |
| description | |
| discipline_display | Linguistics and Philology |
| discipline_facet | Linguistics and Philology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:64539 |
| institution | FRELIP |
| journal_source_facet | Transactions of the Association for Computational Linguistics |
| last_indexed | 2026-06-20T21:27:52.958Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework Linguistics and Philology General Linguistics and Philology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Linguistics and Philology General Linguistics and Philology |
| subject_facet | Linguistics and Philology General Linguistics and Philology |
| title | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_alt | Los revisores automáticos no detectan razonamientos defectuosos en artículos de investigación: un nuevo marco de evaluación contrafactual Les relecteurs automatiques ne détectent pas les raisonnements erronés dans les articles de recherche : un nouveau cadre d'évaluation contrefactuelle Revisores Automáticos Falham em Detectar Raciocínio Falho em Artigos de Pesquisa: Um Novo Framework de Avaliação Contrafactual |
| title_auth | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_es_txt | Los revisores automáticos no detectan razonamientos defectuosos en artículos de investigación: un nuevo marco de evaluación contrafactual |
| title_fr_txt | Les relecteurs automatiques ne détectent pas les raisonnements erronés dans les articles de recherche : un nouveau cadre d'évaluation contrefactuelle |
| title_full | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_fullStr | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_full_unstemmed | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_pt_txt | Revisores Automáticos Falham em Detectar Raciocínio Falho em Artigos de Pesquisa: Um Novo Framework de Avaliação Contrafactual |
| title_short | Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework |
| title_sort | automatic reviewers fail to detect faulty reasoning in research papers: a new counterfactual evaluation framework |
| topic | Linguistics and Philology General Linguistics and Philology |
| url | https://direct.mit.edu/tacl/article/doi/10.1162/TACl.a.642/136338/Automatic-Reviewers-Fail-to-Detect-Faulty |