Papers
How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset
Qiang Li, Mingkun Tan, Xun Zhao et al.
WorkTeam: Constructing Workflows from Natural Language with Multi-Agents
Hanchao Liu, Rongjun Li, Weimin Xiong et al.
RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce
Sanjay Agrawal, Vivek Sembium
Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard
Chanjun Park, Hyeonwoo Kim
Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation Paradigm
Vasudha Varadarajan, Syeda Mahwish, Xiaoran Liu et al.
DiscoGraMS: Enhancing Movie Screen-Play Summarization using Movie Character-Aware Discourse Graph
Maitreya Prafulla Chitale, Uday Bindal, Rajakrishnan P Rajkumar et al.
MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews.
Sandeep Kumar, Samarth Garg, Sagnik Sengupta et al.
RuleR: Improving LLM Controllability by Rule-based Data Recycling
Ming Li, Han Chen, Chenguang Wang et al.
Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing
Sourabh Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya
Do Audio-Language Models Understand Linguistic Variations?
Ramaneswaran Selvakumar, Sonal Kumar, Hemant Kumar Giri et al.
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models
Jiali Cheng, Hadi Amiri
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
Isabel O. Gallegos, Ryan Aponte, Ryan A. Rossi et al.
Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish
Aylin Ece Gunal, Bowen Yi, John D. Piette et al.
Identifying Power Relations in Conversations using Multi-Agent Social Reasoning
Zhaoqing Wu, Dan Goldwasser, Maria Leonor Pacheco et al.
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
Huaman Sun, Jiaxin Pei, Minje Choi et al.
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts
Kun Qian, Maximillian Chen, Siyan Li et al.
Developing multilingual speech synthesis system for Ojibwe, Mi’kmaq, and Maliseet
Shenran Wang, Changbing Yang, Michael l Parkhill et al.
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
Juraj Vladika, Ivana Hacajova, Florian Matthes
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization
Margarita Bugueño, Hazem Abou Hamdan, Gerard De Melo
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation
Youngwon Lee, Seung-won Hwang, Daniel F Campos et al.
kNN Retrieval for Simple and Effective Zero-Shot Multi-speaker Text-to-Speech
Karl El Hajal, Ajinkya Kulkarni, Enno Hermann et al.
IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMs
Kawshik Manikantan, Makarand Tapaswi, Vineet Gandhi et al.
Beyond Literal Token Overlap: Token Alignability for Multilinguality
Katharina Hämmerl, Tomasz Limisiewicz, Jindřich Libovický et al.
Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3
Gaspard Michel, Elena V. Epure, Romain Hennequin et al.
Language Models “Grok” to Copy
Ang Lv, Ruobing Xie, Xingwu Sun et al.