Papers
2,781 papers found
BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG
Ziwei Chen, Bernhard Bermeitinger, Christina Niklaus
To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs
Saurabh Kumar Pandey, Sougata Saha, Monojit Choudhury
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition
Takumi Takahashi, Tomoki Taniguchi, Chencheng Zhu et al.
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach
Blessed Guda, Lawrence Francis, Gabrial Zencha Ashungafac et al.
SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation
Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean et al.
Evaluating LLMs’ Reasoning Over Ordered Procedural Steps
Adrita Anika, Md Messal Monem Miah
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation
Telem Joyson Singh, Ranbir Singh Sanasam, Priyankoo Sarmah
Agent-based Automated Claim Matching with Instruction-following LLMs
Dina Pisarevskaya, Arkaitz Zubiaga
A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
K. M. Jubair Sami, Dipto Sumit, Ariyan Hossain et al.
Robustness of LLMs to Transliteration Perturbations in Bangla
Fabiha Haider, Md Farhan Ishmam, Fariha Tanjim Shifat et al.
Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs
Tabia Tanzin Prama, Christopher M. Danforth, Peter Dodds
CUET_Expelliarmus at BLP2025 Task 2: Leveraging Instruction Translation and Refinement for Bangla-to-Python Code Generation with Open-Source LLMs
Md Kaf Shahrier, Suhana Binta Rashid, Hasan Mesbaul Ali Taher et al.
Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis
Anusha Kamath, Kanishk Singla, Rakesh Paul et al.
Reliable Inline Code Documentation with LLMs: Fine-Grained Evaluation of Comment Quality and Coverage
Rohan Patil, Gaurav Tirodkar, Shubham Gatfane
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
Rajarshi Ghosh, Abhay Gupta, Hudson McBride et al.
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs
Chaudhary Divya, Chang Xue, Shaorui Sun
A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models
Aviv Brokman, Xuguang Ai, Yuhang Jiang et al.
Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition
Necva Bölücü, Maciej Rybinski, Stephen Wan
CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation
Deepon Halder, Thanmay Jayakumar, Raj Dabre
Comparing Discrete and Continuous Space LLMs for Speech Recognition
Yaoxun Xu, Shi-Xiong Zhang, Jianwei Yu et al.
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs
Minxue Niu, Mimansa Jaiswal, Emily Mower Provost
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs
Somin Wadhwa, Jay DeYoung, Benjamin Nye et al.
LLMs Are Few-Shot In-Context Low-Resource Language Learners
Samuel Cahyawijaya, Holy Lovenia, Pascale Fung