---
title: "INLG 2025 — all accepted papers with summaries and citations"
description: "All 58 papers of INLG 2025, the most cited first; those with our summary link to it. Among them: ARTIST: A Learning Support System for…"
canonical: "https://research.elamur.ai/free/en/venues/inlg/2025/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/inlg/2025/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [INLG](https://md.research.elamur.ai/free/en/venues/inlg/) / [2025](https://md.research.elamur.ai/free/en/venues/inlg/2025/) / papers

# INLG 2025: all accepted papers

58 papers · the most cited first · [← INLG 2025](https://md.research.elamur.ai/free/en/venues/inlg/2025/)

1. **[ARTIST: A Learning Support System for Fostering Students' Argumentative Writing Skills ↗](https://aclanthology.org/2025.inlg-demos.4/)**Thomas Huber, Christina Niklaus · System Demonstrations
2. **[Analysing Reference Production of Large Language Models ↗](https://aclanthology.org/2025.inlg-main.12/)**Chengzhao Wu, Guanyi Chen, Fahime Same et al.
3. **[Annotating Hallucinations in Question-Answering using Rewriting ↗](https://aclanthology.org/2025.inlg-main.48/)**Xu Liu, Guanyi Chen, Kees van Deemter et al.
4. **[Are Multi-Agents the new Pipeline Architecture for Data-to-Text Systems? ↗](https://aclanthology.org/2025.inlg-main.33/)**Chinonso Cynthia Osuji, Brian Timoney, Mark Andrade et al.
5. **[Assessing Semantic Consistency in Data-to-Text Generation: A Meta-Evaluation of Textual, Semantic and Model-Based Metrics ↗](https://aclanthology.org/2025.inlg-main.6/)**Rudali Huidrom, Michela Lorandi, Simon Mille et al.
6. **[Automated and Context-Aware Code Documentation Leveraging Advanced LLMs ↗](https://aclanthology.org/2025.inlg-main.29/)**Swapnil Sharma Sarker, Tanzina Taher Ifty
7. **[Benchmarking and Improving LVLMs on Event Extraction from Multimedia Documents ↗](https://aclanthology.org/2025.inlg-main.42/)**Fuyu Xing, Zimu Wang, Wei Wang et al.
8. **[CSPaper Review: Fast, Rubric-Faithful Conference Feedback ↗](https://aclanthology.org/2025.inlg-demos.2/)**Lele Cao, Lei You, R&D Team · System Demonstrations
9. **[Can GPT models Follow Human Summarization Guidelines? A Study for Targeted Communication Goals ↗](https://aclanthology.org/2025.inlg-main.17/)**Yongxin Zhou, Fabien Ringeval, François Portet
10. **[Can LLMs Help Encoder Models Maintain Both High Accuracy and Consistency in Temporal Relation Classification? ↗](https://aclanthology.org/2025.inlg-main.41/)**Adiel Meir, Kfir Bar
11. **[Cognitive Flow: An LLM-Automated Framework for Quantifying Reasoning Distillation ↗](https://aclanthology.org/2025.inlg-main.36/)**José Matos, Catarina Silva, Hugo Gonçalo Oliveira
12. **[Counterfactual Simulatability of LLM Explanations for Generation Tasks ↗](https://aclanthology.org/2025.inlg-main.38/)**Marvin Limpijankit, Yanda Chen, Melanie Subbiah et al.
13. **[DCU-ADAPT-modPB at the GEM'24 Data-to-Text Task: Analysis of Human Evaluation Results ↗](https://aclanthology.org/2025.inlg-genchal.3/)**Rudali Huidrom, Chinonso Cynthia Osuji, Kolawole John Adebayo et al.
14. **[Do My Eyes Deceive Me? A Survey of Human Evaluations of Hallucinations in NLG ↗](https://aclanthology.org/2025.inlg-main.4/)**Patricia Schmidtova, Eduardo Calò, Simone Balloccu et al.
15. **[Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation ↗](https://aclanthology.org/2025.inlg-main.10/)**Tomasz Limisiewicz, David Mareček, Tomáš Musil
16. **[Echoes of Others: Real-Time LLM Dialogue Generation for Immersive NPC Interaction ↗](https://aclanthology.org/2025.inlg-demos.1/)**James McGrath, Michela Lorandi, Anya Belz · System Demonstrations
17. **[Effectiveness of Chain-of-Thought in Distilling Reasoning Capability from Large Language Models ↗](https://aclanthology.org/2025.inlg-main.49/)**Cong Thanh Do, Rama Sanand Doddipatla, Kate Knill
18. **[Enhancing Coherence and Interestingness in Knowledge-Grounded Dialogue Generation ↗](https://aclanthology.org/2025.inlg-main.1/)**Hiroki Onozeki, Michimasa Inaba
19. **[Enhancing Named Entity Translation from Classical Chinese to Vietnamese in Traditional Vietnamese Medicine Domain: A Hybrid Masking and Dictionary-Augmented Approach ↗](https://aclanthology.org/2025.inlg-main.25/)**Nhu Pham, Uyen Nguyen, Long Nguyen et al.
20. **[Evaluating LLM-Generated Versus Human-Authored Responses in Role-Play Dialogues ↗](https://aclanthology.org/2025.inlg-main.2/)**Dongxu Lu, Johan Jeuring, Albert Gatt
21. **[Evaluating LLMs' Ability to Understand Numerical Time Series for Text Generation ↗](https://aclanthology.org/2025.inlg-main.16/)**Mizuki Arai, Tatsuya Ishigaki, Masayuki Kawarada et al.
22. **[Exploring the Power of Large Language Models for Vietnamese Implitcit Sentiment Analysis ↗](https://aclanthology.org/2025.inlg-main.14/)**Huy Gia Luu, Dang Van Thin
23. **[Face the Facts! Evaluating RAG-based Pipelines for Professional Fact-Checking ↗](https://aclanthology.org/2025.inlg-main.50/)**Daniel Russo, Stefano Menini, Jacopo Staiano et al.
24. **[FinStat2SQL: A Text2SQL Pipeline for Financial Statement Analysis ↗](https://aclanthology.org/2025.inlg-main.27/)**Hung Quang Nguyen, Anh Phuong Trinh, Hung Phan Quoc Mai et al.
25. **[Fine-Tuning, Prompting and RAG for Knowledge Graph-to-Russian Text Generation. How do these Methods generalise to Out-of-Distribution Data? ↗](https://aclanthology.org/2025.inlg-main.26/)**Anna Nikiforovskaya, William Soto-Martinez, Evan Chapple et al.
26. **[Forecasting Conversation Derailments Through Generation ↗](https://aclanthology.org/2025.inlg-main.40/)**Yunfan Zhang, Kathleen McKeown, Smaranda Muresan
27. **[FreshTab: Sourcing Fresh Data for Table-to-Text Generation Evaluation ↗](https://aclanthology.org/2025.inlg-main.7/)**Kristýna Onderková, Ondrej Platek, Zdeněk Kasner et al.
28. **[From Prototypical to Relational: How LLMs Navigate Complex Analogies ↗](https://aclanthology.org/2025.inlg-main.28/)**Mayukh Das, Wolf-Tilo Balke
29. **[Generating Impact and Critique Explanations of Predictions made by a Goal Recognizer ↗](https://aclanthology.org/2025.inlg-main.34/)**Jair da Silva Ferreira Junior, Ingrid Zukerman, Enes Makalic et al.
30. **[German4All – A Dataset and Model for Readability-Controlled Paraphrasing in German](https://md.research.elamur.ai/free/en/papers/anschutz-2025-german4all-dataset-model-readability-controlled/)**Miriam Anschütz, Thanh Mai Pham, Eslam Nasrallah et al.*our summary*
31. **[How (un)faithful are explainable LLM-based NLG metrics? ↗](https://aclanthology.org/2025.inlg-main.37/)**Alex Terentowicz, Mateusz Lango, Ondrej Dusek
32. **[Human ratings of LLM response generation in pair-programming dialogue ↗](https://aclanthology.org/2025.inlg-main.3/)**Cecilia Domingo, Paul Piwek, Michel Wermelinger et al.
33. **[Incorporating Formulaicness in the Automatic Evaluation of Naturalness: A Case Study in Logic-to-Text Generation ↗](https://aclanthology.org/2025.inlg-main.21/)**Eduardo Calò, Guanyi Chen, Elias Stengel-Eskin et al.
34. **[Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play ↗](https://aclanthology.org/2025.inlg-main.46/)**Barkavi Sundararajan, Somayajulu Sripada, Ehud Reiter
35. **[KDA: Knowledge Distillation Adapter for Cross-Lingual Transfer ↗](https://aclanthology.org/2025.inlg-main.8/)**Ta-Bao Nguyen, Nguyen-Phuong Phan, Tung Le et al.
36. **[Live Commentary Planning and Generation ↗](https://aclanthology.org/2025.inlg-genchal.2/)**Chung-Chi Chen, Huan-Wen Ho, Yu-Yu Chang et al.
37. **[Live Football Commentary (LFC): A Large-Scale Dataset for Building Football Commentary Generation Models ↗](https://aclanthology.org/2025.inlg-main.13/)**Taiga Someya, Tatsuya Ishigaki, Hiroya Takamura
38. **[LogitRouter: a novel Attention variant for reducing Myopic Routing in Mixture of Experts ↗](https://aclanthology.org/2025.inlg-main.30/)**Felipe Rodriguez, Marcelo Mendoza
39. **[Mining Contextualized Visual Associations from Images for Creativity Understanding ↗](https://aclanthology.org/2025.inlg-main.11/)**Ananya Sahu, Amith Ananthram, Kathleen McKeown
40. **[Natural Language Translation of Formal Proofs through Informalization of Proof Steps and Recursive Summarization along Proof Structure ↗](https://aclanthology.org/2025.inlg-main.23/)**Seiji Hattori, Takuya Matsuzaki, Makoto Fujiwara
41. **[OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs ↗](https://aclanthology.org/2025.inlg-main.19/)**Ivan Kartac, Mateusz Lango, Ondrej Dusek
42. **[PRICoT: Principle Retrieval and Injection from Inference Successes and Failures for CoT Improvement ↗](https://aclanthology.org/2025.inlg-main.35/)**Yudai Yamazaki, Naoto Takeda, Yasutaka Nishimura et al.
43. **[QCoder Benchmark: Bridging Language Generation and Quantum Hardware through Simulator-Based Feedback ↗](https://aclanthology.org/2025.inlg-main.43/)**Taku Mikuriya, Tatsuya Ishigaki, Masayuki Kawarada et al.
44. **[References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation ↗](https://aclanthology.org/2025.inlg-main.18/)**Silvia Casola, Yang Janet Liu, Siyao Peng et al.
45. **[Restaurant Menu Categorization at Scale: LLM-Guided Hybrid Clustering ↗](https://aclanthology.org/2025.inlg-main.31/)**Seemab Latif, Ashar Mehmood, Selim Turki et al.
46. **[SWI: Speaking with Intent in Large Language Models ↗](https://aclanthology.org/2025.inlg-main.39/)**Yuwei Yin, Eunjeong Hwang, Giuseppe Carenini
47. **[Scaling Up Data-to-Text Generation to Longer Sequences: A New Dataset and Benchmark Results for Generation from Large Triple Sets ↗](https://aclanthology.org/2025.inlg-main.47/)**Chinonso Cynthia Osuji, Simon Mille, Ornait O'Connell et al.
48. **[Statistical Multicriteria Evaluation of LLM-Generated Text ↗](https://aclanthology.org/2025.inlg-main.20/)**Esteban Garces Arias, Hannah Blocher, Julian Rodemann et al.
49. **[Surprisal reveals diversity gaps in image captioning and different scorers change the story ↗](https://aclanthology.org/2025.inlg-main.22/)**Nikolai Ilinykh, Simon Dobnik
50. **[Taming the Titans: A Survey of Efficient LLM Inference Serving ↗](https://aclanthology.org/2025.inlg-main.32/)**Ranran Zhen, Juntao Li, Yixin Ji et al.
51. **[Team SaarLST at the GEM'24 D2T Task: Symbolic retrieval substantially reduces hallucination in data-to-text generation ↗](https://aclanthology.org/2025.inlg-genchal.4/)**Mayank Jobanputra, Vera Demberg
52. **[The 2024 GEM Shared Task on Multilingual Data-to-Text Generation: English and Spanish Qualitative Evaluation Results ↗](https://aclanthology.org/2025.inlg-genchal.1/)**João Sedoc, Simon Mille, Miruna Adriana Clinciu et al.
53. **[Towards Trustworthy Lexical Simplification: Exploring Safety and Efficiency with Small LLMs ↗](https://aclanthology.org/2025.inlg-main.15/)**Akio Hayakawa, Stefan Bott, Horacio Saggion
54. **[Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals ↗](https://aclanthology.org/2025.inlg-main.5/)**Qianli Wang, Van Bach Nguyen, Nils Feldhus et al.
55. **[ViNumFCR: A Novel Vietnamese Benchmark for Numerical Reasoning Fact Checking on Social Media News ↗](https://aclanthology.org/2025.inlg-main.9/)**Nhi Ngoc-Phuong Luong, Anh Thi-Lan Le, Tin Van Huynh et al.
56. **[VitaEval: Open-source Human Evaluation Tool for Video-to-Text and Video-to-Audio Systems ↗](https://aclanthology.org/2025.inlg-demos.3/)**Goran Topic, Yuki Saito, Katsuhito Sudoh et al. · System Demonstrations
57. **[When LLMs Can't Help: Real-World Evaluation of LLMs in Nutrition ↗](https://aclanthology.org/2025.inlg-main.44/)**Karen Jia-Hui Li, Simone Balloccu, Ondrej Dusek et al.
58. **[Who's Laughing Now? An Overview of Computational Humour Generation and Explanation ↗](https://aclanthology.org/2025.inlg-main.45/)**Tyler Loakman, William Thorne, Chenghua Lin
- [← back to](https://md.research.elamur.ai/free/en/venues/inlg/2025/) — INLG 2025