Papers
Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget
Zohaib Khan, Omer Tafveez, Zoha Hayat Bhatti
Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning
Animesh Gurjar, Nikhil Krishnaswamy
Token Pruning for Improving Graph-Generating State Space Model Performance
Monish Beegamudre, Jack Zheng, Margaret Capetz
GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval
Faezeh Safari, Hang Dong, Zeyu Fu et al.
When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models
Zafir Shamsi, Nikhil Chekuru, Zachary Guzman et al.
Chronocept: Instilling a Sense of Time in Machines
Krish Goel, Sanskar Pandey, KS Mahadevan et al.
Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure
Dmitrii Topchii, Alexander Panchenko, Viktoriia A. Chekalina
Communication as a Complex System: Modeling the Feedback Dynamics of Trust and Credibility
Swaptik Chowdhury, Samuel D. Allen, Jung Hee Hyun
Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse
Mirko Sommer, Maria Becker
A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications
Henry Gagnier, Ashwin Kirubakaran
Kahaani: A Multimodal Co-Creative Storytelling System
Samee Arif, Muhammad Saad Haroon, Aamina Jamal Khan et al.
Exploring the Semantic Space of Second Language Learners
Trisha Godara, Rui He, Wolfram Hinzen et al.
CAPID: Context-Aware PII Detection for Question-Answering Systems
Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad et al.
Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient
Clovis Varangot-Reille, Christophe Bouvard, Antoine Gourru
Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling
Timur Ionov, Anna Marshalova, Valentin Malykh
Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors
Adnan Al Ali, Jindřich Helcl, Jindřich Libovický
Trainable, Multiword-aware Linguistic Tokenization Using Modern Neural Networks
Clara Boesenberg, Kilian Evang
LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval
Narges Baba Ahmadi, Jan Strich, Martin Semmann et al.
Comprehensive Comparison of RAG Methods Across Multi-Domain Conversational QA
Klejda Alushi, Jan Strich, Chris Biemann et al.
Comparing Text Compression Capabilities of Large Language Models with Traditional Compression Algorithms
Mehran Haddadi, William John Teahan
Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels
Hikari Tanaka, Atsushi Keyaki, Mamoru Komachi
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?
Josef Jon, Ondřej Bojar
Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer
Gaeun Yim, Nayoung Ko, Manasa Bharadwaj