├── LICENSE ├── README.md ├── correct_answers ├── for_generation.csv └── for_judgement.csv └── tasks ├── generation.json ├── prompts.md ├── sent_judge_implicit.json ├── sent_judge_msent.json ├── sent_judge_mword.json └── word_judge.json /LICENSE: -------------------------------------------------------------------------------- 1 | Attribution 4.0 International 2 | 3 | ======================================================================= 4 | 5 | Creative Commons Corporation ("Creative Commons") is not a law firm and 6 | does not provide legal services or legal advice. Distribution of 7 | Creative Commons public licenses does not create a lawyer-client or 8 | other relationship. Creative Commons makes its licenses and related 9 | information available on an "as-is" basis. Creative Commons gives no 10 | warranties regarding its licenses, any material licensed under their 11 | terms and conditions, or any related information. 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For 392 | the avoidance of doubt, this paragraph does not form part of the public 393 | licenses. 394 | 395 | Creative Commons may be contacted at creativecommons.org. 396 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # The MUNCH (Metaphor Understanding Challenge) Dataset 2 | 3 | For testing large language models' capabilities for understanding metaphors as cross-domain mappings. 4 | 5 | Overview: 6 | - Input data for testing LLMs are in `tasks/` 7 | - Prompts: `prompts.md` 8 | - Paraphrase generation: `generation.json` 9 | - Paraphrase judgement: 10 | - For word judgement, input sentences and options are formatted in the same way for all 3 conditions: `word_judge.json` 11 | - Sentence judgement: `sent_judge_{implicit,msent,mword}.json` 12 | - Please always shuffle the 2 given options when formatting your prompts. 13 | - Gold labels (human annotations) are in `correct_answers/` 14 | - For the paraphrase generation task: `for_generation.csv` 15 | - For the paraphrase judgement task: `for_judgement.csv` 16 | -------------------------------------------------------------------------------- /tasks/prompts.md: -------------------------------------------------------------------------------- 1 | # Prompts used in the experiments 2 | ## Paraphrase judgement 3 | ### Word judgement: Implicit 4 | #### CTWT52 5 | 6 | ``` 7 | Choose the word(s) that can replace the highlighted word in the given sentence without changing the meaning of the sentence. 8 | Sentence: {original_sentence} 9 | Option A: {substitution_a} 10 | Option B: {substitution_b} 11 | Option C: Both Option A and Option B 12 | Option D: Neither Option A nor Option B 13 | Correct answer: Option 14 | ``` 15 | 16 | #### SWTC20 17 | 18 | ``` 19 | Select words that can replace the highlighted word in the given sentence without altering the sentence's meaning. 20 | Sentence: {original_sentence} 21 | Option A: {substitution_a} 22 | Option B: {substitution_b} 23 | Option C: Both Option A and Option B 24 | Option D: Neither Option A nor Option B 25 | Correct answer: Option 26 | ``` 27 | 28 | #### WOTG20 29 | 30 | ``` 31 | Which of the given options can replace the highlighted word in the given sentence without altering the sentence's meaning? 32 | Sentence: {original_sentence} 33 | Option A: {substitution_a} 34 | Option B: {substitution_b} 35 | Option C: Both Option A and Option B 36 | Option D: Neither Option A nor Option B 37 | Correct answer: Option 38 | ``` 39 | 40 | ### Word judgement: M-sent 41 | #### CTWT23 42 | 43 | ``` 44 | Choose the word(s) that can replace the highlighted word in the given metaphorical sentence without changing the meaning of the sentence. 45 | Sentence: {original_sentence} 46 | Option A: {substitution_a} 47 | Option B: {substitution_b} 48 | Option C: Both Option A and Option B 49 | Option D: Neither Option A nor Option B 50 | Correct answer: Option 51 | ``` 52 | 53 | #### SWTC03 54 | 55 | ``` 56 | Select words that can replace the highlighted word in the given metaphorical sentence without altering the sentence's meaning. 57 | Sentence: {original_sentence} 58 | Option A: {substitution_a} 59 | Option B: {substitution_b} 60 | Option C: Both Option A and Option B 61 | Option D: Neither Option A nor Option B 62 | Correct answer: Option 63 | ``` 64 | 65 | #### WOTG03 66 | 67 | ``` 68 | Which of the given options can replace the highlighted word in the given metaphorical sentence without altering the sentence's meaning? 69 | Sentence: {original_sentence} 70 | Option A: {substitution_a} 71 | Option B: {substitution_b} 72 | Option C: Both Option A and Option B 73 | Option D: Neither Option A nor Option B 74 | Correct answer: Option 75 | ``` 76 | 77 | ### Word judgement: M-word 78 | #### CTWT33 79 | 80 | ``` 81 | Choose the word(s) that can replace the highlighted metaphorically used word in the given sentence without changing the meaning of the sentence. 82 | Sentence: {original_sentence} 83 | Option A: {substitution_a} 84 | Option B: {substitution_b} 85 | Option C: Both Option A and Option B 86 | Option D: Neither Option A nor Option B 87 | Correct answer: Option 88 | ``` 89 | 90 | #### SWTC33 91 | 92 | ``` 93 | Select words that can replace the highlighted metaphorically used word in the given sentence without altering the sentence's meaning. 94 | Sentence: {original_sentence} 95 | Option A: {substitution_a} 96 | Option B: {substitution_b} 97 | Option C: Both Option A and Option B 98 | Option D: Neither Option A nor Option B 99 | Correct answer: Option 100 | ``` 101 | 102 | #### WOTG33 103 | 104 | ``` 105 | Which of the given options can replace the highlighted metaphorically used word in the given sentence without altering the sentence's meaning? 106 | Sentence: {original_sentence} 107 | Option A: {substitution_a} 108 | Option B: {substitution_b} 109 | Option C: Both Option A and Option B 110 | Option D: Neither Option A nor Option B 111 | Correct answer: Option 112 | ``` 113 | 114 | ### Sentence judgement: Implicit 115 | #### CTCP10 116 | 117 | ``` 118 | Choose the correct paraphrase(s) for the given sentence. 119 | Sentence: {original_sentence} 120 | Option A: {paraphrase_a} 121 | Option B: {paraphrase_b} 122 | Option C: Both Option A and Option B 123 | Option D: Neither Option A nor Option B 124 | Correct answer: Option 125 | ``` 126 | 127 | #### SSTP10 128 | 129 | ``` 130 | Select sentences that paraphrase the given sentence. 131 | Sentence: {original_sentence} 132 | Option A: {paraphrase_a} 133 | Option B: {paraphrase_b} 134 | Option C: Both Option A and Option B 135 | Option D: Neither Option A nor Option B 136 | Correct answer: Option 137 | ``` 138 | 139 | #### SSTA94 140 | 141 | ``` 142 | Select sentences that are semantically equivalent to the following sentence. 143 | Sentence: {original_sentence} 144 | Option A: {paraphrase_a} 145 | Option B: {paraphrase_b} 146 | Option C: Both Option A and Option B 147 | Option D: Neither Option A nor Option B 148 | Correct answer: Option 149 | ``` 150 | 151 | ### Sentence judgement: M-sent 152 | #### CTCP13 153 | 154 | ``` 155 | Choose the correct paraphrase(s) for the given metaphorical sentence. 156 | Sentence: {original_sentence} 157 | Option A: {paraphrase_a} 158 | Option B: {paraphrase_b} 159 | Option C: Both Option A and Option B 160 | Option D: Neither Option A nor Option B 161 | Correct answer: Option 162 | ``` 163 | 164 | #### SSTP13 165 | 166 | ``` 167 | Select sentences that paraphrase the given metaphorical sentence. 168 | Sentence: {original_sentence} 169 | Option A: {paraphrase_a} 170 | Option B: {paraphrase_b} 171 | Option C: Both Option A and Option B 172 | Option D: Neither Option A nor Option B 173 | Correct answer: Option 174 | ``` 175 | 176 | #### SSTA93 177 | 178 | ``` 179 | Select sentences that are semantically equivalent to the following metaphorical sentence. 180 | Sentence: {original_sentence} 181 | Option A: {paraphrase_a} 182 | Option B: {paraphrase_b} 183 | Option C: Both Option A and Option B 184 | Option D: Neither Option A nor Option B 185 | Correct answer: Option 186 | ``` 187 | 188 | ### Sentence judgement: M-word 189 | #### YAGA10 190 | 191 | ``` 192 | You are given a sentence where the highlighted word is metaphorically used. Choose the correct paraphrase(s) for the given sentence. 193 | Sentence: {original_sentence} 194 | Option A: {paraphrase_a} 195 | Option B: {paraphrase_b} 196 | Option C: Both Option A and Option B 197 | Option D: Neither Option A nor Option B 198 | Correct answer: Option 199 | ``` 200 | 201 | #### GASW55 202 | 203 | ``` 204 | Given a sentence where the highlighted word is metaphorically used, select sentences that paraphrase this sentence. 205 | Sentence: {original_sentence} 206 | Option A: {paraphrase_a} 207 | Option B: {paraphrase_b} 208 | Option C: Both Option A and Option B 209 | Option D: Neither Option A nor Option B 210 | Correct answer: Option 211 | ``` 212 | 213 | #### GASW94 214 | 215 | ``` 216 | Given a sentence where the highlighted word is metaphorically used, select sentences that are semantically equivalent to this sentence. 217 | Sentence: {original_sentence} 218 | Option A: {paraphrase_a} 219 | Option B: {paraphrase_b} 220 | Option C: Both Option A and Option B 221 | Option D: Neither Option A nor Option B 222 | Correct answer: Option 223 | ``` 224 | 225 | 226 | ## Paraphrase generation 227 | ### PTGS54 228 | 229 | ``` 230 | Paraphrase the given sentence by substituting the highlighted word with another word. The substitution should be a single word. 231 | Sentence: {original_sentence} 232 | Paraphrase: {tw_replaced_by_blank} 233 | [blank] should be " 234 | ``` 235 | 236 | ### UASW92 237 | 238 | ``` 239 | Use a single word to replace the highlighted word in the given sentence, so that the new sentence and the given sentence mean the same thing. 240 | Sentence: {original_sentence} 241 | New sentence: {tw_replaced_by_blank} 242 | [blank] should be " 243 | ``` 244 | 245 | ### GASW45 246 | 247 | ``` 248 | Given a sentence with a highlighted word, replace this word with a different word to make a paraphrase. 249 | Sentence: {original_sentence} 250 | Paraphrase: {tw_replaced_by_blank} 251 | [blank] should be " 252 | ``` 253 | 254 | --------------------------------------------------------------------------------