🧑‍🔬 Nigel Collier — all works

29 works · ← Nigel Collier

1. Introduction to the Bio-entity Recognition Task at JNLPBAInternational Joint Workshop on Natural Language Processing in Biomedicine and its Applications (NLPBA/BioNLP)Nigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al.2004 · 738 citations
2. Self-Alignment Pretraining for Biomedical Entity RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.2021 · 437 citations
3. Visually Grounded Reasoning across Languages and Cultures ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetFangyu Liu et al.2021 · 228 citations
4. SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity ↗Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) · no summary yetJose Camacho-Collados et al.2017 · 203 citations
5. Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNut Limsopatham, Nigel Collier2016 · 172 citations
6. Visual Pivoting for (Unsupervised) Entity Alignment ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFangyu Liu et al.2021 · 157 citations
7. Will-They-Won't-They: A Very Large Dataset for Stance Detection on TwitterAnnual Meeting of the Association for Computational Linguistics (ACL)Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 151 citations
8. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.2021 · 147 citations
9. DePlot: One-shot visual language reasoning by plot-to-table translationFindings of the Association for Computational LinguisticsFangyu Liu, Julian Eisenschlos, Francesco Piccinno, et al.2023 · 122 citations
10. Quantifying the Persona Effect in LLM SimulationsAnnual Meeting of the Association for Computational Linguistics (ACL)Tiancheng Hu, Nigel Collier2024 · 116 citations
11. Plan-then-Generate: Controlled Data-to-Text Generation via Planning ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetYixuan Su et al.2021 · 109 citations
12. FireAct: Toward Language Agent Fine-tuningarXiv:2310.05915Baian Chen, Chang Shu, Ehsan Shareghi, et al.2023 · 101 citations
13. De-Conflated Semantic Representations ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetMohammad Taher Pilehvar, Nigel Collier2016 · 95 citations
14. Which Melbourne? Augmenting Geocoding with Maps ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMilan Gritta, Mohammad Taher Pilehvar, Nigel Collier2018 · 79 citations
15. Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model EvaluatorsarXiv:2403.16950Yinhong Liu, Han Zhou, Zhijiang Guo, et al.2024 · 76 citations
16. Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier2018 · 69 citations
17. LUQ: Long-text Uncertainty Quantification for LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Caiqi Zhang, Fangyu Liu, Marco Basaldella, et al.2024 · 42 citations
18. 500xCompressor: Generalized Prompt Compression for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zongqian Li, Yixuan Su, Nigel Collier2025 · 32 citations
19. STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence RetrievalFindings of the Association for Computational LinguisticsCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2020 · 22 citations
20. Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetYixuan Su et al.2021 · 21 citations
21. Conformity in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaochen Zhu, Caiqi Zhang, Tom Stafford, et al.2025 · 18 citations
22. Using Hedges to Enhance a Disease Outbreak Report Text Mining SystemBioNLPMike Conway, Son Doan, Nigel Collier2009 · 17 citations
23. Integrating Transformers and Knowledge Graphs for Twitter Stance DetectionWorkshop on Noisy User-generated TextThomas Clark, Costanza Conforti, Fangyu Liu, et al.2021 · 14 citations
24. LoGU: Long-form Generation with Uncertainty ExpressionsAnnual Meeting of the Association for Computational Linguistics (ACL)Ruihan Yang, Caiqi Zhang, Zhisong Zhang, et al.2025 · 13 citations
25. Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus.Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisCostanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.2021 · 12 citations
26. Confidence Estimation for LLMs in Multi-turn InteractionsFindings of the Association for Computational LinguisticsCaiqi Zhang, Ruihan Yang, Xiaochen Zhu, et al.2026 · 7 citations
27. Demystifying Multi-Agent Debate: The Role of Confidence and DiversityFindings of the Association for Computational LinguisticsXiaochen Zhu, Caiqi Zhang, Yizhou Chi, et al.2026 · 6 citations
28. Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMeiru Zhang, Zaiqiao Meng, Nigel Collier2026
29. LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetCaiqi Zhang et al.2026

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