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Iman Munire Bilal

3 accepted papers

2026

The Alignment Bottleneck in Decomposition-Based Claim Verification

IJCAI 2026

Structured claim decomposition is often proposed as a solution for verifying complex, multi-faceted claims, yet empirical results have been inconsistent. We argue that these inconsistencies stem from two overlooked bottlenecks: evidence alignment and sub-claim error profiles. To better understand th

Cited by 0Scholar
2022

Unsupervised Opinion Summarisation in the Wasserstein Space

EMNLP 2022main

Opinion summarisation synthesises opinions expressed in a group of documents discussingthe same topic to produce a single summary. Recent work has looked at opinion summarisation of clusters of social media posts. Such posts are noisy and have unpredictable structure, posing additional challenges fo…

Cited by 7SourcePDFScholar
2021

Evaluation of Thematic Coherence in Microblogs

ACL 2021long

Collecting together microblogs representing opinions about the same topics within the same timeframe is useful to a number of different tasks and practitioners. A major question is how to evaluate the quality of such thematic clusters. Here we create a corpus of microblog clusters from three differe…

Cited by 11SourcePDFScholar