Papers
18,748 papers found
Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering
Christos Nikolaos Zacharopoulos, Revekka Kyriakoglou
Efficient Decoding Methods for Language Models on Encrypted Data
Matan Avitan, Moran Baruch, Nir Drucker et al.
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models
Yingqi Hu, Zhuo Zhang, Jingyuan Zhang et al.
GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages
Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma et al.
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks
Jinu Nyachhyon, Mridul Sharma, Prajwal Thapa et al.
Family helps one another: Dravidian NLP suite for Natural Language Understanding
Abhinav P M, Priyanka Dasari, Nagaraju Vuppala et al.
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao et al.
Uncovering Cultural Representation Disparities in Vision-Language Models
Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey et al.
Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model?
Sazia Tabasum Mim, Jack Morris, Manish Dhakal 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.
mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models
Arka Mukherjee, Shreya Ghosh
Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations
Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan et al.
Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets
Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai et al.
Cross-Prompt Encoder for Low-Performing Languages
Beso Mikaberidze, Temo Saghinadze, Simon Ostermann et al.
P6Jiggasha: Benchmarking Large Language Models on Bangla Physics Question Answering with Cross-lingual Evaluation
S.m. Shahriar, Md Tahmid Hasan Fuad, Md Fahim et al.
ChakmaBridge: A Five-Way Parallel Corpus for Navigating the Script Divide in an Endangered Language
Md. Abdur Rahman, Md. Tofael Ahmed Bhuiyan, Abdul Kadar Muhammad Masum
Benchmarking Large Language Models on Bangla Dialect Translation and Dialectal Sentiment Analysis
Md Mahir Jawad, Rafid Ahmed, Ishita Sur Apan et al.
CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection
Ashraful Alam, Abdul Aziz, Abu Nowshed Chy
INDRA: Iterative Difficulty Refinement Attention for MCQ Difficulty Estimation for Indic Languages
Manikandan Ravikiran, Rohit Saluja, Arnav Bhavsar
Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study
Rakesh Paul, Anusha Kamath, Kanishk Singla et al.
Automatic Accent Restoration in Vedic Sanskrit with Neural Language Models
Yuzuki Tsukagoshi, Ikki Ohmukai
Mātṛkā: Multilingual Jailbreak Evaluation of Open-Source Large Language Models
Murali Emani, Kashyap Manjusha R
Task-Aware Evaluation and Error-Overlap Analysis for Large Language Models
Pranava Madhyastha
Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models
David Kletz, Sandra Mitrovic, Ljiljana Dolamic et al.