Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation
Paper • 2607.25094 • Published
id stringlengths 5 30 | Plausibility - A1 stringclasses 2
values | Plausibility - A2 stringclasses 2
values | Cancellation - A1 stringclasses 3
values | Cancellation - A2 stringclasses 3
values |
|---|---|---|---|---|
some_all_16 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_35 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_29 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_20 | Plausible Implicature | Plausible Implicature | No | Yes |
some_all_distractor1 | Implausible Implicature | Implausible Implicature | Implicature is implausible | Implicature is implausible |
some_all_42 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_9 | Implausible Implicature | Implausible Implicature | Implicature is implausible | Implicature is implausible |
some_all_14 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_26 | Plausible Implicature | Plausible Implicature | Yes | Yes |
some_all_30 | Plausible Implicature | Plausible Implicature | Yes | Yes |
ict_15 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_distractor1 | Plausible Implicature | Plausible Implicature | No | No |
indirect_questions_10562 | Plausible Implicature | Plausible Implicature | Yes | No |
indirect_questions_8747 | Plausible Implicature | Plausible Implicature | Yes | No |
george_and_mamidi_40 | Plausible Implicature | Plausible Implicature | No | Yes |
george_and_mamidi_0 | Implausible Implicature | Plausible Implicature | Implicature is implausible | Yes |
indirect_questions_17806 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_1 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_2 | Implausible Implicature | Plausible Implicature | Implicature is implausible | Yes |
ict_3 | Plausible Implicature | Plausible Implicature | Yes | Yes |
indirect_questions_6975 | Plausible Implicature | Plausible Implicature | Yes | Yes |
indirect_questions_10832 | Plausible Implicature | Plausible Implicature | Yes | Yes |
ict_31 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_54 | Plausible Implicature | Plausible Implicature | Yes | Yes |
ict_13 | Plausible Implicature | Plausible Implicature | Yes | Yes |
indirect_questions_distractor1 | Implausible Implicature | Implausible Implicature | Implicature is implausible | Yes |
ict_28 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_31 | Plausible Implicature | Implausible Implicature | Yes | Implicature is implausible |
george_and_mamidi_22 | Plausible Implicature | Plausible Implicature | Yes | Yes |
george_and_mamidi_38 | Plausible Implicature | Plausible Implicature | Yes | Yes |
ict_distractor1 | Plausible Implicature | Implausible Implicature | Yes | Implicature is implausible |
george_and_mamidi_24 | Plausible Implicature | Plausible Implicature | Yes | Yes |
jhu_max_12 | Plausible Implicature | Plausible Implicature | Yes | Yes |
jhu_max_10 | Implausible Implicature | Plausible Implicature | Implicature is implausible | Yes |
jhu_max_distractor1 | Plausible Implicature | Plausible Implicature | No | Yes |
jhu_max_0 | Plausible Implicature | Plausible Implicature | Yes | Yes |
jhu_max_18 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_distractor1 | Plausible Implicature | Plausible Implicature | Yes | No |
swb_1327_4643_utt@45 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0453_2139_utt@94 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0409_2866_utt@6 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0230_3148_utt@69 | Implausible Implicature | Plausible Implicature | Implicature is implausible | Yes |
swb_0460_2331_utt@8 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0287_2819_utt@20 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0449_4858_utt@86 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0287_2819_utt@83 | Plausible Implicature | Implausible Implicature | Yes | Implicature is implausible |
swb_0062_4158_utt@133 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0460_2331_utt@175 | Plausible Implicature | Plausible Implicature | Yes | Yes |
swb_0568_3586_utt@157 | Plausible Implicature | Plausible Implicature | Yes | Yes |
wsj_not_found_1 | Plausible Implicature | Implausible Implicature | Yes | Implicature is implausible |
wsj_distractor1 | Plausible Implicature | Plausible Implicature | No | No |
wsj_1617 | Plausible Implicature | Plausible Implicature | Yes | Yes |
wsj_0814 | Plausible Implicature | Plausible Implicature | Yes | Yes |
wsj_0439 | Plausible Implicature | Plausible Implicature | Yes | Yes |
More information can be found at https://github.com/cesare-spinoso/ImplicatureX.
import pandas as pd
# skiprows=1: the first line is a leading comment, not part of the header
df = pd.read_csv("implicatureX.csv", skiprows=1)
If you use our data, please cite us:
@misc{piano2026evaluatingcommunicativebeliefupdates,
title={Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation},
author={Cesare {Spinoso-Di Piano} and Verna Dankers and Marius Mosbach and Jackie Chi Kit Cheung},
year={2026},
eprint={2607.25094},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2607.25094},
}