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The vast majority of both clues and answers are short, with over 76% of clues consisting of a single word. In our work, we partition the task of crossword solving similarly. Our results ( Table 2) suggest a high difficulty of the clue-answer dataset, with the best achieved accuracy metric staying under 30% for the top-1 model prediction. Examples of such tasks include datasets where each question can be answered using information contained in a relevant Wikipedia article Yang et al. 2014) apply a BM25 retrieval model to generate clue lists similar to the query clue from historical clue-answer database, where the generated clues get further refined through application of re-ranking models. Under such formulation, three main conditions have to be satisfied: (1) the answer candidates for every clue must come from a set of words that answer the question, (2) they must have the exact length specified by the corresponding grid entry, and (3) for every pair of words that intersect in the puzzle grid, acceptable word assignments must have the same character at the intersection offset. Distributional neural networks for automatic resolution of crossword puzzles. 2005) builds upon Proverb and makes improvements to the database retriever module augmented with a new web module which searches the web for snippets that may contain answers. Here is the answer for: Benchmark for short crossword clue answers, solutions for the popular game Daily Themed Crossword. Privacy Policy | Cookie Policy.
Recent breakthroughs in NLP established high standards for the performance of machine learning methods across a variety of tasks. In most cases, such clues can be solved with a thesaurus. Clues answered with acronyms (e. Clue: (Abbr. ) In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), Beijing, China, pp. Players who are stuck with the Benchmark for short Crossword Clue can head into this page to know the correct answer. By N Keerthana | Updated Mar 17, 2022. Clues that exploit general vocabulary knowledge and can typically be resolved using a dictionary. The instances where only RAG-wiki predicted correctly are where answer is not a direct meaning of the clue, and some more information is required predict. We select two widely known models, BART Lewis et al.
We would like to thank the anonymous reviewers for their careful and insightful review of our manuscript and their feedback. Recurrent relational networks. Finally, we will solve this crossword puzzle clue and get the correct word. Once a human or an open-domain QA system generates a few possible answer candidates for each clue, one of these candidates may form the correct answer to a word slot in the crossword grid, if the candidate meets the constraints of the crossword grid. The answer for Benchmark for short Crossword is STD.
Despite that, the baseline solver is able to solve over a quarter of each the puzzle on average. SMT is a generalization of Boolean Satisfiability problem (SAT) in which some of the binary variables are replaced by first-order logic predicates over a set of non-binary variables. Since the ground-truth answers do not contain diacritics, accents, punctuation and whitespace characters, we also consider normalized versions of the above metrics, in which these are stripped from the model output prior to computing the metric. 6 Qualitative analysis. Record: bridging the gap between human and machine commonsense reading comprehension. This coats the vaginal area with both spermicide and a lubricant, which protect against STDs and conception. Georgia Tech alum for short crossword clue belongs to Daily Themed Crossword March 17 2022. This is a NP-hard problem for which it is hard to find approximate solutions Papadimitriou (1994). Answer for the clue "Benchmark, for short ", 3 letters: std. Title:Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in LanguageDownload PDF.
This has led to a growing demand for successively more challenging tasks. Fill-in-the-blank clues are expected to be easy to solve for the models trained with the masked language modeling objective Devlin et al. 1, dropout probability of 0.
We have obtained preliminary approval from the New York Times to release this data under a non-commercial and research use license, and are in the process of finalizing the exact licensing terms and distribution channels with the NYT legal department. Further, clues that end in a question mark indicate a play on words in the clue or the answer. 6% accuracy, on par with the accuracy of a rule-based clue solver (8. Florence, Italy, pp. Universal adversarial triggers for attacking and analyzing nlp. 2019b) in order to prime the MIPS retrieval to return meaningful entries Lewis et al. BERT: pre-training of deep bidirectional transformers for language understanding. Clue: Suffix with mountain, Answer: EER).