Papers
Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages
Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics
Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks
Wenyang Hu, Gregory Kang Ruey Lau, Liu Diwen et al.
Beyond Averages: Learning with Annotator Disagreement in STS
Alejandro Benito-Santos, Adrian Ghajari
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models
Sangjun Lee, Seung-taek Woo, Jun-gyu Jin et al.
Computational Analysis of Conversation Dynamics through Participant Responsivity
Margaret Hughes, Brandon Roy, Elinor Poole-Dayan et al.
Argument Summarization and its Evaluation in the Era of Large Language Models
Moritz Altemeyer, Steffen Eger, Johannes Daxenberger et al.
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
Ankan Mullick, Sombit Bose, Rounak Saha et al.
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
Junjie Xing, Yeye He, Mengyu Zhou et al.
Towards Robust Mathematical Reasoning
Thang Luong, Dawsen Hwang, Hoang H Nguyen et al.
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering
Guangze Gao, Zixuan Li, Chunfeng Yuan et al.
Evaluating Large Language Models for Detecting Antisemitism
Jay Patel, Hrudayangam Mehta, Jeremy Blackburn
Current Semantic-change Quantification Methods Struggle with Discovery in the Wild
Khonzoda Umarova, Lillian Lee, Laerdon Kim
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations
Linyang He, Qiaolin Wang, Xilin Jiang et al.
Retracing the Past: LLMs Emit Training Data When They Get Lost
Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen et al.
Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips
Sharanya Majumder, Zehua Li, Derek Ouyang et al.
CourtReasoner: Can LLM Agents Reason Like Judges?
Sophia Simeng Han, Yoshiki Takashima, Shannon Zejiang Shen et al.
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
Yao Dou, Michel Galley, Baolin Peng et al.
Quantifying Logical Consistency in Transformers via Query-Key Alignment
Eduard Tulchinskii, Laida Kushnareva, Anastasia Voznyuk et al.
Certified Mitigation of Worst-Case LLM Copyright Infringement
Jingyu Zhang, Jiacan Yu, Marc Marone et al.
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs
Sriharsh Bhyravajjula, Melanie Walsh, Anna Preus et al.
Statistical and Neural Methods for Hawaiian Orthography Modernization
Jaden Kapali, Keaton Williamson, Winston Wu
A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in LLMs
Shaona Ghosh, Amrita Bhattacharjee, Yftah Ziser et al.
BRSpeech-DF: A Deep Fake Synthetic Speech Dataset for Portuguese Zero-Shot TTS
Alexandre Costa Ferro Filho, Rafaello Virgilli, Lucas Alcantara Souza et al.
Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems
Adam Zahradník, Marek Suppa