Archival

(Best Paper) Robustness of Neurosymbolic Reasoners on First-Order Logic Problems
Hannah Bansal, Kemal Kurniawan, Lea Frermann

(Best Paper Honorable Mention) Nek Minit: Harnessing Pragmatic Metacognitive Prompting for Explainable Sarcasm Detection of Australian and Indian English
Ishmanbir Singh, Dipankar Srirag, Aditya Joshi

Some Odd Adversarial Perturbations and the Notion of Adversarial Closeness
Shakila Mahjabin Tonni, Pedro Faustini, Mark Dras

Thinker-DDM: Modeling Deliberation for Machine Translation with a Drift-Diffusion Process
Hongbin Na, Zimu Wang, Mieradilijiang Maimaiti, Tong Chen, Wei Wang, Tao Shen, Ling Chen

Can an LLM Elicit Information from Users in Simple Optimization Modelling Dialogues?
Yelaman Abdullin, Diego Molla, Bahadorreza Ofoghi, Vicky Mak-Hau, John Yearwood

SHIELD: Classifier-Guided Prompting for Robust and Safer LVLMs
Juan Ren, Mark Dras, Usman Naseem

Understanding Multilingual ASR Systems: The Role of Language Families and Typological Features
Simon Gonzalez, Simon Gonzalez, Tao Hoang, Maria Myung-Hee Kim, Jennifer Biggs, Tim Cawley

Advanced Phonetic Insights into Vowels via Band-Limited Cepstral Analysis
Michael Lambropoulos, Shunichi Ishihara, Frantz Clermont

An LLM-based Framework for Domain-Specific Information Extraction: A Case Study in Computer Science and Chemistry
XUNGANG GU, Yangjie Tian, lining, Meng Liu, Ruohua Xu, He Zhang, Hanqiu Liu, Yongpan Sheng, Ming Liu

Simple and Effective Baselines for Code Summarisation Evaluation
Jade Robinson, Jonathan K. Kummerfeld

MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning
Ye Bai, Minghan Wang, Thuy-Trang Vu

A Dataset and Benchmark on Extraction of Novel Concepts on Trust in AI from Scientific Literature
Melanie McGrath, Harrison Bailey, Necva Bölücü, Xiang Dai, Sarvnaz Karimi, Andreas Duenser, Cecile Paris

LLMs for Argument Mining: Detection, Extraction, and Relationship Classification of pre-defined Arguments in Online Comments
Matteo Guida, Yulia Otmakhova, Eduard Hovy, Lea Frermann

Graph-Score: A Graph-grounded Metric for Audio Captioning
Manh Luong, Gholamreza Haffari, Dinh Phung, Lizhen Qu

Non-Archival

Privacy Beyond Memorization: Replicating and Extending Attribute-Inference Risks in LLMs
Ny Fenohery Jeannot

Securing Off-the-Shelf LLMs against Backdoor Attacks
Weijun Li, Qiongkai Xu, Mark Dras

CREAM-RAG: Enhanced Retrieval Augmented Generation to Limit Hallucination through Consistency-based Self-RAG
Yuliah Louis, Vivek Sekhadia, James Vaisman, Kingston Huynh, Sri Yanamandra, Kevin Zhu, Ryan Lagasse

GRAVITI: Grounded Retrieval Generation Framework for VideoLLM Hallucination Mitigation
Ahmad Khalil, Mahmoud Khalil, Alioune Ngom

Embeddings-as-a-Service Watermarks and Current Limitations
Anudeex Shetty, Qiongkai Xu, Jey Han Lau, Olga Ohrimenko

Who Wrote This? Attribution Across Human And Machine Authors
Anudeex Shetty, Jey Han Lau, Qiongkai Xu, Olga Ohrimenko

Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where
Grace LeFevre, Qingcheng Zeng, Adam Leif, Jason Jewell, Denis Peskoff, Rob Voigt

Evaluating Evidence Attribution in Generated Fact Checking Explanations
Rui Xing, Timothy Baldwin, Jey Han Lau

ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content
Bhavik Chandna, Mariam Aboujenane, Usman Naseem

Spectraformer: A Unified Random Feature Framework for Transformer
Duke Nguyen, Du Yin, Aditya Joshi, Flora D. Salim

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
Dipankar Srirag, Aditya Joshi, Jordan Painter, Diptesh Kanojia

The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization
Mong Yuan Sim, Wei Emma Zhang, Xiang Dai, Biaoyan Fang, Sarbin Ranjitkar, Arjun Burlakoti, Jamie Taylor, Haojie Zhuang

DAT-CRF: Improving the Directed Acyclic Transformer with CRF Integration
Inigo Jauregi Unanue, Massimo Piccardi, Shijie Li