---
title: "NAACL 2025 — accepted papers — Elamur Research"
description: "NAACL 2025 — accepted papers: 7 papers in the Elamur Research library (Albuquerque, United States), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/naacl/2025/"
---
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# NAACL 2025 — accepted papers

NAACL 2025 is the 2025 edition of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), held in Albuquerque, United States, 29 April – 4 May 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 903 papers of it in 6 tracks; our library holds 7 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**903** papers in the proceedings](#all) · [**7** works in our library](https://md.research.elamur.ai/free/en/venues/naacl/2025/#works) · [**436** citations of these works](https://md.research.elamur.ai/free/en/venues/naacl/2025/#works)**Albuquerque, United States** where it was held**29 April – 4 May 2025** when

## Tracks

Long Papers 637Short Papers 81Industry Track 80Student Research Workshop 53Human Language Technologies (System Demonstrations 44Tutorial Abstracts 8

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Knowledge Graph-Guided Retrieval Augmented Generation](https://aclanthology.org/2025.naacl-long.449/)**Xiangrong Zhu, Yuexiang Xie, Yi Liu et al. · Long Papers*80 citations*
2. **[Simulating Classroom Education with LLM-Empowered Agents](https://aclanthology.org/2025.naacl-long.520/)**Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu et al. · Long Papers*46 citations*
3. **[ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models](https://aclanthology.org/2025.naacl-long.342/)**Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan et al. · Long Papers*38 citations*
4. **[Rationale-Guided Retrieval Augmented Generation for Medical Question Answering](https://aclanthology.org/2025.naacl-long.635/)**Jiwoong Sohn, Yein Park, Chanwoong Yoon et al. · Long Papers*33 citations*
5. **[What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering](https://aclanthology.org/2025.naacl-long.73/)**Federico Errica, Davide Sanvito, Giuseppe Siracusano et al. · Long Papers*27 citations*
6. **[The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism](https://aclanthology.org/2025.naacl-long.211/)**Yifan Song, Guoyin Wang, Sujian Li et al. · Long Papers*26 citations*
7. **[Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions](https://md.research.elamur.ai/free/en/papers/chen-2025-benchmarking-large-language-models-answering/)**Hanjie Chen, Zhouxiang Fang, Yash Singla et al. · Long Papers*25 citations · our summary*
8. **[AudioBench: A Universal Benchmark for Audio Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-audiobench-universal-benchmark-audio-large/)**Bin Wang, Xunlong Zou, Geyu Lin et al. · Long Papers*21 citations · our summary*
9. **[Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation](https://aclanthology.org/2025.naacl-long.243/)**Satyapriya Krishna, Kalpesh Krishna, Anhad Mohananey et al. · Long Papers*21 citations*
10. **[VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music](https://aclanthology.org/2025.naacl-demo.19/)**Jiatong Shi, Hye-jin Shim, Jinchuan Tian et al. · Human Language Technologies (System Demonstrations*20 citations*

## All accepted papers (903)

The most cited first; 7 with our summary link to their page here, the others to the original.

1. **[Knowledge Graph-Guided Retrieval Augmented Generation](https://aclanthology.org/2025.naacl-long.449/)**Xiangrong Zhu, Yuexiang Xie, Yi Liu et al. · Long Papers*80 citations*
2. **[Simulating Classroom Education with LLM-Empowered Agents](https://aclanthology.org/2025.naacl-long.520/)**Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu et al. · Long Papers*46 citations*
3. **[ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models](https://aclanthology.org/2025.naacl-long.342/)**Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan et al. · Long Papers*38 citations*
4. **[Rationale-Guided Retrieval Augmented Generation for Medical Question Answering](https://aclanthology.org/2025.naacl-long.635/)**Jiwoong Sohn, Yein Park, Chanwoong Yoon et al. · Long Papers*33 citations*
5. **[What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering](https://aclanthology.org/2025.naacl-long.73/)**Federico Errica, Davide Sanvito, Giuseppe Siracusano et al. · Long Papers*27 citations*
6. **[The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism](https://aclanthology.org/2025.naacl-long.211/)**Yifan Song, Guoyin Wang, Sujian Li et al. · Long Papers*26 citations*
7. **[Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions](https://md.research.elamur.ai/free/en/papers/chen-2025-benchmarking-large-language-models-answering/)**Hanjie Chen, Zhouxiang Fang, Yash Singla et al. · Long Papers*25 citations · our summary*
8. **[AudioBench: A Universal Benchmark for Audio Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-audiobench-universal-benchmark-audio-large/)**Bin Wang, Xunlong Zou, Geyu Lin et al. · Long Papers*21 citations · our summary*
9. **[Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation](https://aclanthology.org/2025.naacl-long.243/)**Satyapriya Krishna, Kalpesh Krishna, Anhad Mohananey et al. · Long Papers*21 citations*
10. **[VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music](https://aclanthology.org/2025.naacl-demo.19/)**Jiatong Shi, Hye-jin Shim, Jinchuan Tian et al. · Human Language Technologies (System Demonstrations*20 citations*
11. **[CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases](https://aclanthology.org/2025.naacl-long.7/)**Xiangyan Liu, Bo Lan, Zhiyuan Hu et al. · Long Papers*19 citations*
12. **[EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction](https://aclanthology.org/2025.naacl-long.44/)**Siyu Yuan, Kaitao Song, Jiangjie Chen et al. · Long Papers*19 citations*
13. **[xLAM: A Family of Large Action Models to Empower AI Agent Systems](https://md.research.elamur.ai/free/en/papers/zhang-2025-xlam-family-large-action-models/)**Jianguo Zhang, Tian Lan, Ming Zhu et al. · Long Papers*19 citations · our summary*
14. **[Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation](https://aclanthology.org/2025.naacl-long.28/)**Liwen Sun, James Jialun Zhao, Wenjing Han et al. · Long Papers*18 citations*
15. **[An Efficient Gloss-Free Sign Language Translation Using Spatial Configurations and Motion Dynamics with LLMs](https://aclanthology.org/2025.naacl-long.197/)**Eui Jun Hwang, Sukmin Cho, Junmyeong Lee et al. · Long Papers*17 citations*
16. **[Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering](https://aclanthology.org/2025.naacl-long.199/)**Chenglei Si, Yanzhe Zhang, Ryan Li et al. · Long Papers*17 citations*
17. **[Hello Again! LLM-powered Personalized Agent for Long-term Dialogue](https://aclanthology.org/2025.naacl-long.272/)**Hao Li, Chenghao Yang, An Zhang et al. · Long Papers*17 citations*
18. **[VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation](https://aclanthology.org/2025.naacl-long.310/)**Manan Suri, Puneet Mathur, Franck Dernoncourt et al. · Long Papers*16 citations*
19. **[Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models](https://aclanthology.org/2025.naacl-long.632/)**Soham Poddar, Paramita Koley, Janardan Misra et al. · Long Papers*15 citations*
20. **[AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails](https://aclanthology.org/2025.naacl-long.306/)**Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar et al. · Long Papers*14 citations*
21. **[Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models](https://aclanthology.org/2025.naacl-long.485/)**Chaoqun Liu, Wenxuan Zhang, Yiran Zhao et al. · Long Papers*14 citations*
22. **[SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages](https://aclanthology.org/2025.naacl-demo.10/)**Wenxuan Zhang, Hou Pong Chan, Yiran Zhao et al. · Human Language Technologies (System Demonstrations*14 citations*
23. **[Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models](https://aclanthology.org/2025.naacl-long.510/)**Tongxuan Liu, Wenjiang Xu, Weizhe Huang et al. · Long Papers*13 citations*
24. **[MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback](https://aclanthology.org/2025.naacl-long.538/)**Zonghai Yao, Aditya Parashar, Huixue Zhou et al. · Long Papers*13 citations*
25. **[SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains](https://aclanthology.org/2025.naacl-long.575/)**Ran Xu, Hui Liu, Sreyashi Nag et al. · Long Papers*13 citations*

[See all 903 papers in NAACL 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/naacl/2025/papers/)

## Papers with our summary in our library (7)

The most cited first (OpenAlex citations plus our library's).

1. **[In-Context Learning with Long-Context Models: An In-Depth Exploration](https://md.research.elamur.ai/free/en/papers/bertsch-2025-context-learning-long-context-models/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Amanda Bertsch, Maor Ivgi, Emily Xiao, et al.*2025 · 75 citations*
2. **[Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions](https://md.research.elamur.ai/free/en/papers/chen-2025-benchmarking-large-language-models-answering/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hanjie Chen, Zhouxiang Fang, Yash Singla, et al.*2025 · 75 citations*
3. **[AudioBench: A Universal Benchmark for Audio Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2025-audiobench-universal-benchmark-audio-large/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Bin Wang, Xunlong Zou, Geyu Lin, et al.*2025 · 75 citations*
4. **[KMMLU: Measuring Massive Multitask Language Understanding in Korean](https://md.research.elamur.ai/free/en/papers/son-2025-kmmlu-measuring-massive-multitask-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Guijin Son, Hanwool Lee, Sungdong Kim, et al.*2025 · 72 citations*
5. **[IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models](https://md.research.elamur.ai/free/en/papers/adelani-2025-irokobench-new-benchmark-african-languages/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, et al.*2025 · 69 citations*
6. **[xLAM: A Family of Large Action Models to Empower AI Agent Systems](https://md.research.elamur.ai/free/en/papers/zhang-2025-xlam-family-large-action-models/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jianguo Zhang, Tian Lan, Ming Zhu, et al.*2025 · 67 citations*
7. [**A Survey of QUD Models for Discourse Processing**Yingxue Fu*2025 · 3 citations*](https://md.research.elamur.ai/free/en/papers/fu-2025-survey-qud-models-discourse-processing/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (3)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (2)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (7)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (7)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**AiTi Aw**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/aiti-aw/) · [🧑‍🔬**Amanda Bertsch**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/amanda-bertsch/) · [🧑‍🔬**Bin Wang**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/bin-wang/) · [🧑‍🔬**Graham Neubig**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/graham-neubig/) · [🧑‍🔬**Hanjie Chen**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/hanjie-chen/) · [🧑‍🔬**Jonathan Berant**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/jonathan-berant/) · [🧑‍🔬**Maor Ivgi**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/maor-ivgi/) · [🧑‍🔬**Mark Dredze**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/mark-dredze/) · [🧑‍🔬**Matthew R. Gormley**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/matthew-r-gormley/) · [🧑‍🔬**Nancy Chen**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/nancy-chen/) · [🧑‍🔬**Shuo Sun**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/shuo-sun/) · [🧑‍🔬**Uri Alon**1 work here · 75 citations](https://md.research.elamur.ai/free/en/authors/uri-alon/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🔬**Canadian Institute for Advanced Research** Toronto · Canada 1 work here](https://md.research.elamur.ai/free/en/labs/canadian-institute-for-advanced-research/) · [🏛️**Agency for Science, Technology and Research** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/government/agency-for-science-technology-and-research/) · [🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Haramaya University** Dire Dawa · Ethiopia 1 work here](https://md.research.elamur.ai/free/en/universities/haramaya-university/) · [🎓**Korea Advanced Institute of Science and Technology** Daejeon · South Korea 1 work here](https://md.research.elamur.ai/free/en/universities/korea-advanced-institute-of-science-and-technology/) · [🎓**Tel Aviv University** Tel Aviv · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/tel-aviv-university/) · [🎓**University of St Andrews** St Andrews · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-st-andrews/) · [🎓**Princeton University** Princeton · United States 1 work here](https://md.research.elamur.ai/free/en/universities/princeton-university/) · [🔬**Institute for Infocomm Research** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/labs/institute-for-infocomm-research/) · [🎓**Ontario Tech University** Oshawa · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/ontario-tech-university/) · [🏢**NAVER Cloud** Seongnam-si · South Korea 1 work here](https://md.research.elamur.ai/free/en/companies/naver-cloud/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous NAACL 2024](https://md.research.elamur.ai/free/en/venues/naacl/2024/)
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