March 4, 2025 | 8 minute read
Algoverse NAACL 2025 Acceptances
We are excited to announce the acceptances of 16 Algoverse Research Papers at NAACL 2025!
The Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL) is the third most prestigious conferences in natural language processing. Publications at NAACL showcase significant advancements in computational linguistics and NLP methods, often involving collaborations between top universities and industry research labs. For more information, visit the NAACL official website.
1. Pause-Tuning for Long-Context Comprehension: A Lightweight Approach to LLM Attention Recalibration
Accepted to NAACL SRW 2025
Authors: James Begin, Namit Agrawal, Eshan Singh, Yicheng Fu
2. CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning
Accepted to NAACL SRW 2025
Authors: Andrew Rufail, Daniel Kim
3. Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs
Accepted to NAACL SRW 2025
Authors: Vincent Li, Tim K., Yule Fu
4. Introducing MAPO: Momentum-Aided Gradient Descent Prompt Optimization
Accepted to NAACL SRW 2025
Authors: Anthony Cui, Pranav Nandyalam, Ethan Cheung, Aiden Lei
5. ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
Accepted to NAACL SRW 2025
Authors: Ishneet Singh, Ritvik Aggarwal, Ibrahim Allahverdiyev, Muhammad Taha
6. Truth Decay: Quantifying Multi-Turn Sycophancy in Language Models
Accepted to NAACL SRW 2025
Authors: Joshua Liu, Aarav Jain, Srihan Vege, Soham T
7. Probing Audio-Generation Capabilities of Text-Based Language Models
Accepted to NAACL SRW 2025
Authors: Arjun Prasaath A, Ujjwal Kaur, Parteek Kumar, Souritra K.
8. Exploring Taxonomic Emotion Detection via Saliency Mapping and Large Language Model Context Generation
Accepted to NAACL SRW 2025
Authors: Tawfik Ali, Ala Omidfar, Raaneya, Sai Phalguna
9. UniToMBench: Integrating Perspective-Taking to Improve Theory of Mind in LLMs
Accepted to NAACL SRW 2025
Authors: Prameshwar Thiyagarajan, Vaishnavi Parimi, Soumil Garg, Zhangir, Shamant, Nitin Yarlagadda
10. Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning
Accepted to NAACL SRW 2025
Authors: Shaun Baek, Shaun Esua-Mensah, Cyrus Tsui, Sejan Vigneswaralingam
11. DIG-DIS: Transformer-Based Models vs State Space Models on Complex Theory of Mind Reasoning Tasks
Accepted to NAACL SRW 2025
Authors: Aayushya Patel, Maximilian Prince, Sahasra Kalakonda, Adithri Manda, Hannah You
12. Error Reflection Prompting: Can Large Language Models Successfully Understand Errors
Accepted to NAACL Insights Workshop 2025
Authors: Jason Li, Lauren Yraola
13. Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use
Accepted to NAACL Insights Workshop 2025
Authors: Joshua Vigel, Renpei Cai, Eleanor Chen, Anish Neema
14. MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered
Accepted to NAACL SRW 2025 & ICLR 2025
Authors: Imran Mirza, Cole Huang, Ishwara Vasista, Rohan Patil
15. EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
Accepted to NAACL SRW 2025 & ICLR 2025
Authors: Abhay Gupta, Jacob Cheung, Philip Meng, Shayan Sayyed
16. Advancing Uto-Aztecan Language Technologies: A Case Study on Comanche
Accepted to AmericasNLP @ NAACL 2025
Authors:
To read the papers and view more of our acceptances, please visit our research page.
We are incredibly proud of our students' achievements and look forward to seeing their continued impact on the field.