---
title: "Nigel Collier — all works — Elamur Research"
description: "All 29 works of Nigel Collier in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/nigel-collier/works/"
---
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# Nigel Collier — all works

29 works · [← Nigel Collier](https://md.research.elamur.ai/free/en/authors/nigel-collier/)

1. **[Introduction to the Bio-entity Recognition Task at JNLPBA](https://md.research.elamur.ai/free/en/papers/collier-2004-introduction-bio-entity-recognition-task/) [International Joint Workshop on Natural Language Processing in Biomedicine and its Applications (NLPBA/BioNLP)](https://md.research.elamur.ai/free/en/venues/international-joint-workshop-on-natural-language-processing-in-biomedicine-and/)**Nigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al.*2004 · 738 citations*
2. **[Self-Alignment Pretraining for Biomedical Entity Representations](https://md.research.elamur.ai/free/en/papers/liu-2021-self-alignment-pretraining-biomedical-entity/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.*2021 · 437 citations*
3. **[Visually Grounded Reasoning across Languages and Cultures ↗](https://aclanthology.org/2021.emnlp-main.818/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Fangyu Liu et al.*2021 · 228 citations*
4. **[SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity ↗](https://aclanthology.org/S17-2002/) Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) · no summary yet**Jose Camacho-Collados et al.*2017 · 203 citations*
5. **[Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation ↗](https://aclanthology.org/P16-1096/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Nut Limsopatham, Nigel Collier*2016 · 172 citations*
6. **[Visual Pivoting for (Unsupervised) Entity Alignment ↗](https://doi.org/10.1609/aaai.v35i5.16550) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Fangyu Liu et al.*2021 · 157 citations*
7. **[Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter](https://md.research.elamur.ai/free/en/papers/conforti-2020-will-they-won-t-they/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Encoders](https://md.research.elamur.ai/free/en/papers/liu-2021-fast-effective-self-supervised-transforming/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fangyu Liu, Ivan Vulić, Anna Korhonen, et al.*2021 · 147 citations*
9. **[DePlot: One-shot visual language reasoning by plot-to-table translation](https://md.research.elamur.ai/free/en/papers/liu-2023-deplot-one-shot-visual-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Fangyu Liu, Julian Eisenschlos, Francesco Piccinno, et al.*2023 · 122 citations*
10. **[Quantifying the Persona Effect in LLM Simulations](https://md.research.elamur.ai/free/en/papers/hu-2024-quantifying-persona-effect-llm-simulations/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tiancheng Hu, Nigel Collier*2024 · 116 citations*
11. **[Plan-then-Generate: Controlled Data-to-Text Generation via Planning ↗](https://aclanthology.org/2021.findings-emnlp.76/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Yixuan Su et al.*2021 · 109 citations*
12. [**FireAct: Toward Language Agent Fine-tuning arXiv:2310.05915**Baian Chen, Chang Shu, Ehsan Shareghi, et al.*2023 · 101 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-fireact-toward-language-agent-fine/)
13. **[De-Conflated Semantic Representations ↗](https://aclanthology.org/D16-1174/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mohammad Taher Pilehvar, Nigel Collier*2016 · 95 citations*
14. **[Which Melbourne? Augmenting Geocoding with Maps ↗](https://aclanthology.org/P18-1119/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier*2018 · 79 citations*
15. [**Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators arXiv:2403.16950**Yinhong Liu, Han Zhou, Zhijiang Guo, et al.*2024 · 76 citations*](https://md.research.elamur.ai/free/en/papers/liu-2024-aligning-human-judgement-role-pairwise/)
16. **[Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs ↗](https://aclanthology.org/D18-1221/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier*2018 · 69 citations*
17. **[LUQ: Long-text Uncertainty Quantification for LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2024-luq-long-text-uncertainty-quantification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Caiqi Zhang, Fangyu Liu, Marco Basaldella, et al.*2024 · 42 citations*
18. **[500xCompressor: Generalized Prompt Compression for Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2025-500xcompressor-generalized-prompt-compression-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zongqian Li, Yixuan Su, Nigel Collier*2025 · 32 citations*
19. **[STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval](https://md.research.elamur.ai/free/en/papers/conforti-2020-stander-expert-annotated-dataset-news/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Costanza 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 ↗](https://aclanthology.org/2021.findings-acl.50/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Yixuan Su et al.*2021 · 21 citations*
21. **[Conformity in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhu-2025-conformity-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaochen Zhu, Caiqi Zhang, Tom Stafford, et al.*2025 · 18 citations*
22. **[Using Hedges to Enhance a Disease Outbreak Report Text Mining System](https://md.research.elamur.ai/free/en/papers/conway-2009-hedges-enhance-disease-outbreak-report/) [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/)**Mike Conway, Son Doan, Nigel Collier*2009 · 17 citations*
23. **[Integrating Transformers and Knowledge Graphs for Twitter Stance Detection](https://md.research.elamur.ai/free/en/papers/clark-2021-integrating-transformers-knowledge-graphs-twitter/) [Workshop on Noisy User-generated Text](https://md.research.elamur.ai/free/en/venues/wnut/)**Thomas Clark, Costanza Conforti, Fangyu Liu, et al.*2021 · 14 citations*
24. **[LoGU: Long-form Generation with Uncertainty Expressions](https://md.research.elamur.ai/free/en/papers/yang-2025-logu-long-form-generation-uncertainty/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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.](https://md.research.elamur.ai/free/en/papers/conforti-2021-synthetic-examples-improve-cross-target/) [Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis](https://md.research.elamur.ai/free/en/venues/wassa/)**Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, et al.*2021 · 12 citations*
26. **[Confidence Estimation for LLMs in Multi-turn Interactions](https://md.research.elamur.ai/free/en/papers/zhang-2026-confidence-estimation-llms-multi-turn/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Caiqi Zhang, Ruihan Yang, Xiaochen Zhu, et al.*2026 · 7 citations*
27. **[Demystifying Multi-Agent Debate: The Role of Confidence and Diversity](https://md.research.elamur.ai/free/en/papers/zhu-2026-demystifying-multi-agent-debate-role/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xiaochen 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 ↗](https://aclanthology.org/2026.acl-long.1937/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Meiru Zhang, Zaiqiao Meng, Nigel Collier*2026*
29. **[LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation ↗](https://aclanthology.org/2026.acl-long.1539/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Caiqi Zhang et al.*2026*