Papers
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs
Pritom Saha Akash, Kevin Chen-Chuan Chang
LLM-Based Robust Product Classification in Commerce and Compliance
Sina Gholamian, Gianfranco Romani, Bartosz Rudnikowicz et al.
Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge
Ravi Shanker Raju, Swayambhoo Jain, Bo Li et al.
E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm
Zhu Cheng, Wen Zhang, Chih-Chi Chou et al.
Enhancing Contract Negotiations with LLM-Based Legal Document Comparison
Savinay Narendra, Kaushal Shetty, Adwait Ratnaparkhi
Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence
Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen et al.
Analyzing Pokémon and Mario Streamers’ Twitch Chat with LLM-based User Embeddings
Mika Hämäläinen, Jack Rueter, Khalid Alnajjar
Empowering Teachers with Usability-Oriented LLM-Based Tools for Digital Pedagogy
Melany Vanessa Macias, Lev Kharlashkin, Leo Einari Huovinen et al.
From Text to Maps: LLM-Driven Extraction and Geotagging of Epidemiological Data
Karlyn K. Harrod, Prabin Bhandari, Antonios Anastasopoulos
RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews
Satpreet Harcharan Singh, Kevin Jiang, Kanchan Bhasin et al.
Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance
Ziqi Yin, Hao Wang, Kaito Horio et al.
A Test Suite of Prompt Injection Attacks for LLM-based Machine Translation
Antonio Valerio Miceli Barone, Zhifan Sun
Efficient Terminology Integration for LLM-based Translation in Specialized Domains
Sejoon Kim, Mingi Sung, Jeonghwan Lee et al.
Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning
Siddharth Betala, Ishan Chokshi
Optimising LLM-Driven Machine Translation with Context-Aware Sliding Windows
Xinye Yang, Yida Mu, Kalina Bontcheva et al.
Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data
Mara Finkelstein, David Vilar, Markus Freitag
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe et al.
CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching
Cheng Shen, Yew-Soon Ong, Joey Tianyi Zhou
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Dawei Li, Bohan Jiang, Liangjie Huang et al.
MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation
Yangyang Xu, Jinpeng Hu, Zhuoer Zhao et al.
From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
Shenghan Wu, Yimo Zhu, Wynne Hsu et al.
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection
Yanxu Ji, Jinzhong Ning, Yijia Zhang et al.
PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization
Xu Sun, Lionel Delphin-Poulat, Christèle Tarnec et al.
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
Hao Fang, Jiawei Kong, Tianqu Zhuang et al.
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions
Kazuki Matsuda, Yuiga Wada, Shinnosuke Hirano et al.