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A stupid foul by Hayes!!!!!!! 🤦‍♂️ #POLIRL #WWCQ

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Crucial intervention by Anna Patten! 👏

#POLIRL #WWCQ

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Big final few minutes for Ireland. In control at 1-3 before a goal back for Poland against the run of play, then a missed penalty that would have given Ireland daylight.
Need to be clever and switched on here with Poland making attacking subs.

#POLIRL

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Such a poor penalty… #POLIRL #WWCQ

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Penalty Ireland 🇮🇪☘️ #POLIRL #WWCQ

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What a finish by Ewa Pajor 😍👏

#POLIRL #WWCQ

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Poor ball Emily Murphy!!!!!! 🤦‍♂️ #POLIRL #WWCQ

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Aoife Mannion hard done by there…

#POLIRL #WWCQ

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Some strike by Marissa Sheva 😍👏🇮🇪☘️

#POLIRL #WWCQ

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Come on Ireland! 🇮🇪☘️ #POLIRL #WWCQ

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PoLi-RL: Point-to-List RL Boosts Conditional Semantic Similarity

PoLi-RL: Point-to-List RL Boosts Conditional Semantic Similarity

PoLi‑RL, a point‑to‑list RL framework, achieved a Spearman score of 48.18 on the C‑STS benchmark by using a two‑stage curriculum that starts with pointwise rewards and adds hybrid rewards. Read more: getnews.me/poli-rl-point-to-list-rl... #polirl #csts

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