EMNLP-2023-Papers

January 1, 2024 ยท View on GitHub

Industry Track

Section Papers Preprint Papers Papers with Open Code Papers with Video

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