Papers
Search Query Embeddings via User-behavior-driven Contrastive Learning
Sosuke Nishikawa, Jun Hirako, Nobuhiro Kaji et al.
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge
Jiaming Luo, Weiyi Luo, Guoqing Sun et al.
Exploring Straightforward Methods for Automatic Conversational Red-Teaming
George Kour, Naama Zwerdling, Marcel Zalmanovici et al.
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu et al.
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings
Xuanqing Liu, Luyang Kong, Wei Niu et al.
Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities
Yuki Tagawa, Yohei Momoki, Norihisa Nakano et al.
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering
Vinay Kumar Verma, Shreyas Sunil Kulkarni, Happy Mittal et al.
Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation
Gao yu Zhu, Wei Shao, Xichou Zhu et al.
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.