Papers
Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking
Jihyun Lee, Solee Im, Wonjun Lee et al.
A Formal Analysis of Chain-of-Thought Prompting via Turing Reductions
S M Rafiuddin, Muntaha Nujat Khan
Seeing isn’t Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms
Tyler Loakman, Joseph James, Chenghua Lin
To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis
Jiyu Chen, Sarvnaz Karimi, Diego Molla et al.
Speaking the Right Language: The Impact of Expertise (Mis)Alignment in User-AI Interactions
Shramay Palta, Nirupama Chandrasekaran, Rachel Rudinger et al.
How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor?
Christian Clark, Byung-Doh Oh, William Schuler
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models
Nghia Tuan Bui, Guergana K Savova, Lijing Wang
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing
Jiabao Ji, Bairu Hou, Alexander Robey et al.
Is OpenVLA Truly Robust? A Systematic Evaluation of Positional Robustness
Yiran Pang, Yiheng Zhao, Zhuopu Zhou et al.
Indic-S2ST: a Multilingual and Multimodal Many-to-Many Indic Speech-to-Speech Translation Dataset
Nivedita Sethiya, Puneet Walia, Chandresh Kumar Maurya
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes et al.
VAGUE‐Gate: Plug‐and‐Play Local‐Privacy Shield for Retrieval‐Augmented Generation
Arshia Hemmat, Matin Moqadas, Ali Mamanpoosh et al.
SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing
Jing Chen, Zhiheng Yang, Yixian Shen et al.
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective
Tejas Anvekar, Krishna Singh Rajput, Chitta Baral et al.
An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation
Vimaleswar A, Prabhu Nandan Sahu, Nilesh Kumar Sahu et al.
AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR
Gabrial Zencha Ashungafac, Mardhiyah Sanni, Busayo Awobade et al.
Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance
Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Siddhant Gupta et al.
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection
Rizky Adi, Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki et al.
FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language
Kamyar Zeinalipour, Neda Jamshidi, Seyedehbahareh Hejazi et al.
Do Persona-Infused LLMs Affect Performance in a Strategic Reasoning Game?
John Licato, Stephen Steinle
Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate
Ashim Gupta, Maitrey Mehta, Zhichao Xu et al.
FINDR: A Fast Influential Data Selector for NL2Code Pretraining
Xinliang Frederick Zhang, Lu Wang
Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models
Akshar Tumu, Varad Shinde, Parisa Kordjamshidi
Improving Document Retrieval Coherence for Semantically Equivalent Queries
Stefano Campese, Alessandro Moschitti, Ivano Lauriola
DSBC : Data Science task Benchmarking with Context engineering
Ram Mohan Rao Kadiyala, Jebish Purbey, Siddhant Gupta et al.