Papers
FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
Parker Seegmiller, Kartik Mehta, Soumya Saha et al.
GraphCheck: Multipath Fact-Checking with Entity-Relationship Graphs
Hyewon Jeon, Jay-Yoon Lee
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
Beong-woo Kwak, Minju Kim, Dongha Lim et al.
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models
Muhammed Saeed, Shaina Raza, Ashmal Vayani et al.
Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation
Wei-Hsiang Lin, Sheng-Lun Wei, Hen-Hsen Huang et al.
Thinking Before You Speak: A Proactive Test-time Scaling Approach
Cong Liu, Wenchang Chai, Hejun Wu et al.
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness
Lingnan Xu, Chong Feng, Kaiyuan Zhang et al.
Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning
Shiji Yang, Shu Zhao, Congyao Mei et al.
Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation
Aina Garí Soler, Matthieu Labeau, Chloé Clavel
PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning
Yaoshu Wang, Mengyi Yan, Wei Wang
Dissecting Persona-Driven Reasoning in Language Models via Activation Patching
Ansh Poonia, Maeghal Jain
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
Mengqi Zhang, Bowen Fang, Qiang Liu et al.
Investigating Multi-layer Representations for Dense Passage Retrieval
Zhongbin Xie, Thomas Lukasiewicz
Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning
Jizhi Zhang, Chongming Gao, Wentao Shi et al.
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
Haiyu Zhao, Zhenyu Guo, Chunhong Zhang et al.
Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees
Ahmed Heakl, Sarim Hashmi, Chaimaa Abi et al.
Improving Preference Alignment of LLM with Inference-Free Self-Refinement
Fukun Ma, Kaibin Tian, Jieting Xue et al.
AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization
Le Huy Khiem, Ting Hua, Nitesh V Chawla
A Similarity Measure for Comparing Conversational Dynamics
Sang Min Jung, Kaixiang Zhang, Cristian Danescu-Niculescu-Mizil
SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration
Junhan Shi, Yijia Zhu, Zhenning Shi et al.
Insights into using temporal coordinated behaviour to explore connections between social media posts and influence
Elisa Sartori, Serena Tardelli, Maurizio Tesconi et al.
Exploring Context Strategies in LLMs for Discourse-Aware Machine Translation
Ritvik Choudhary, Rem Hida, Masaki Hamada et al.
Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts
Nikolas Gritsch, Qizhen Zhang, Acyr Locatelli et al.
Think Right, Not More: Test-Time Scaling for Numerical Claim Verification
Primakov Chungkham, Venktesh V, Vinay Setty et al.