EMNLP-2023-Papers Industry Track Title Repo Paper Video BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis ➖ Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation ➖ ➖ A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models ➖ ➖ Towards Effective Automatic Debt Collection with Persona Awareness ➖ ➖ Gatekeeper to Save COGS and Improve Efficiency of Text Prediction ➖ ➖ Efficient Transformer Knowledge Distillation: A Performance Review ➖ ➖ CDD: A Large Scale Dataset for Legal Intelligence Research ➖ ➖ MUST&P-SRL: Multi-Lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning ➖ Personalized Dense Retrieval on Global Index for Voice-Enabled Conversational Systems ➖ ➖ Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities ➖ ➖ Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval ➖ ➖ A Pretrained Language Model for Cyber Threat Intelligence ➖ ➖ SAMP: A Model Inference Toolkit of Post-Training Quantization for Text Processing via Self-Adaptive Mixed-Precision ➖ ➖ KD-Boost: Boosting Real-Time Semantic Matching in E-Commerce with Knowledge Distillation ➖ ➖ Multi-Teacher Distillation for Multilingual Spelling Correction ➖ ➖ Does Named Entity Recognition Truly Not Scale Up to Real-World Product Attribute Extraction? ➖ ➖ Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios ➖ TMID: A Comprehensive Real-World Dataset for Trademark Infringement Detection in E-Commerce ➖ ➖ Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations ➖ ➖ AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation ➖ ➖ PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction ➖ ➖ Retrieval-Enhanced Dual Encoder Training for Product Matching ➖ ➖ WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models ➖ Lattice Path Edit Distance: A Romanization-Aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs ➖ ➖ Learning Multilingual Sentence Representations with Cross-Lingual Consistency Regularization ➖ Unveiling Identity Biases in Toxicity Detection: A Game-Focused Dataset and Reactivity Analysis Approach ➖ ➖ ORANGE: Text-Video Retrieval via Watch-Time-Aware Heterogeneous Graph Contrastive Learning ➖ ➖ Compute-Efficient Churn Reduction for Conversational Agents ➖ ➖ Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering ➖ Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation ➖ ➖ Query-Aware Multi-Modal based Ranking Relevance in Video Search ➖ ➖ Coordinated Replay Sample Selection for Continual Federated Learning ➖ ➖ Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective ➖ ➖ Creator Context for Tweet Recommendation ➖ ➖ AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR ➖ ➖ Conversing with Databases: Practical Natural Language Querying ➖ ➖ AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications ➖ Speakerly: A Voice-based Writing Assistant for Text Composition ➖ ➖ Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks ➖ ➖ CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-Lingual Conversational AI Agents ➖ ➖ Improving Contextual Query Rewrite for Conversational AI Agents through User-Preference Feedback Learning ➖ ➖ Scaling Neural ITN for Numbers and Temporal Expressions in Tamil: Findings for an Agglutinative Low-Resource Language ➖ ➖ EELBERT: Tiny Models through Dynamic Embeddings ➖ ➖ Gold Standard Bangla OCR Dataset: An In-Depth Look at Data Preprocessing and Annotation Processes ➖ ➖ PILLOW: Enhancing Efficient Instruction Fine-Tuning via Prompt Matching ➖ ➖ Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis ➖ ➖ Automatic Linking of Judgements to UK Supreme Court Hearings ➖ ➖ Automatic Marketing Theme and Commodity Construction System for E-Commerce ➖ ➖ Towards Safer Operations: An Expert-Involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures ➖ An Auxiliary Task Boosted Multi-Task Learning Method for Service Account Retrieval with Limited Human Annotation ➖ ➖ VKIE: The Application of Key Information Extraction on Video Text ➖ ➖ Investigating the Role and Impact of Disfluency on Summarization ➖ ➖ InsightNet: Structured Insight Mining from Customer Feedback ➖ ➖ E2E Spoken Entity Extraction for Virtual Agents ➖ ➖ Generative Models for Product Attribute Extraction ➖ ➖ CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering ➖ ➖ BUSTER: A ''BUSiness Transaction Entity Recognition'' Dataset ➖ ➖ Multi-Word Tokenization for Sequence Compression ➖ JarviX: A LLM no Code Platform for Tabular Data Analysis and Optimization ➖ ➖ Retrieve and Copy: Scaling ASR Personalization to Large Catalogs ➖ ➖ STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants ➖ ➖ Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness ➖ ➖ InstructPTS: Instruction-Tuning LLMs for Product Title Summarization ➖ ➖ LLM4Vis: Explainable Visualization Recommendation using ChatGPT ➖ DUBLIN: Visual Document Understanding By Language-Image Network ➖ ➖ DocumentNet: Bridging the Data Gap in Document Pre-Training ➖ ➖ Relevance-Assisted Generation for Robust Zero-Shot Retrieval ➖ Too Much of Product Information: Don't Worry, Let's Look for Evidence! ➖ ➖ Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting ➖ ➖ ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations ➖ ➖ An Integrated Search System for Korea Weather Data ➖ ➖ Adaptive Hyper-Parameter Learning for Deep Semantic Retrieval ➖ ➖ On Sample-Efficient Code Generation ➖ ➖ Batch Prompting: Efficient Inference with Large Language Model APIs ➖ Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding ➖ ➖ DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues ➖ Angel: Enterprise Search System for the Non-Profit Industry ➖
