Papers
44,243 papers found
CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models
Chaohao Lin, Kaida Wu, Peihao Xiang et al.
Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data
Srihari Bandarupalli, Bhavana Akkiraju, Sri Charan D et al.
ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding
Tuan-Dung Le, Shohreh Haddadan, Thanh Q. Thieu
Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering
Christos Nikolaos Zacharopoulos, Revekka Kyriakoglou
Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn’t Matter (Much)
Zony Yu, Yuqiao Wen, Lili Mou
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification
Harshita Narnoli, Mihai Surdeanu
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.
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?
Akhilesh Aravapalli, Mounika Marreddy, Radhika Mamidi 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.
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection
Maya Srikanth, Run Chen, Julia Hirschberg
MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection
Pritish Sahu, Anirudh Som, Ajay Divakaran et al.
Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts
Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia 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.
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection
Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Noriko Tomuro 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.
Agent-based Automated Claim Matching with Instruction-following LLMs
Dina Pisarevskaya, Arkaitz Zubiaga