Papers
Agent-as-Judge for Factual Summarization of Long Narratives
Yeonseok Jeong, Minsoo Kim, Seung-won Hwang et al.
Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning
Junho Kim, Soyeon Bak, Mingyu Lee et al.
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning
Wenda Qin, Andrea Burns, Bryan A. Plummer et al.
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities
Masahiro Kaneko, Timothy Baldwin
TAPS: Tool-Augmented Personalisation via Structured Tagging
Ekaterina Taktasheva, Jeff Dalton
What You See is What You Ask: Evaluating Audio Descriptions
Divy Kala, Eshika Khandelwal, Makarand Tapaswi
SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints
Victor Adelakun Omolaoye, Babajide Alamu Owoyele, Gerard de Melo
Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment
Hyuntae Park, Yeachan Kim, SangKeun Lee
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts
Ruiran Su, Jiasheng Si, Zhijiang Guo et al.
Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription?
Jiale Chen, Xuelian Dong, Qihao Yang et al.
Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in Spanish-English Bilingual Speech
Debasmita Bhattacharya, Juan Junco, Divya Tadimeti et al.
FLARE: Faithful Logic-Aided Reasoning and Exploration
Erik Arakelyan, Pasquale Minervini, Patrick Lewis et al.
FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
Jaewoo Ahn, Junseo Kim, Heeseung Yun et al.
Toward Machine Interpreting: Lessons from Human Interpreting Studies
Matthias Sperber, Maureen de Seyssel, Jiajun Bao et al.
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization
Seungyoun Yi, Minsoo Khang, Sungrae Park
Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings
Debasmita Bhattacharya, David Sasu, Michela Marchini et al.
Searching for the Most Human-like Emergent Language
Brendon Boldt, David R. Mortensen
CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion
Sheng Zhang, Yifan Ding, Shuquan Lian et al.
GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model
Haojia Zhu, Zhicheng Li, Jiahui Jin
Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
Fanqi Kong, Xiaoyuan Zhang, Xinyu Chen et al.
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future
Zerui Chen, Huiming Fan, Qianyu Wang et al.
Disentangled Information Bottleneck for Adversarial Text Defense
Yidan Xu, Xinghao Yang, Wei Liu et al.
Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation
Yerin Hwang, Dongryeol Lee, Kyungmin Min et al.
KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling
Yangfan Wang, Jie Liu, Chen Tang et al.
InterIDEAS: Philosophical Intertextuality via LLMs
Yue Yang, Yinzhi Xu, Chenghao Huang et al.