year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,025 | EMNLP | LLMs on a Budget? Say HOLA | Zohaib Hasan Siddiqui; Jiechao Gao; Ebad Shabbir; Mohammad Anas Azeez; Rafiq Ali; Gautam Siddharth Kashyap; Usman Naseem | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.71/ | emnlp2025.csv |
2,025 | EMNLP | LLM-Based Dialogue Labeling for Multiturn Adaptive RAG | Zhiyu Chen; Biancen Xie; Sidarth Srinivasan; Manikandarajan Ramanathan; Rajashekar Maragoud; Qun Liu | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.72/ | emnlp2025.csv |
2,025 | EMNLP | RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation | Ian Poey; Jiajun Liu; Qishuai Zhong | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.73/ | emnlp2025.csv |
2,025 | EMNLP | REIC: RAG-Enhanced Intent Classification at Scale | Ziji Zhang; Michael Yang; Zhiyu Chen; Yingying Zhuang; Shu-Ting Pi; Qun Liu; Rajashekar Maragoud; Vy Nguyen; Anurag Beniwal | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.74/ | emnlp2025.csv |
2,025 | EMNLP | Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates | Wen-Kwang Tsao; Yao-Ching Yu; Chien-Ming Huang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.75/ | emnlp2025.csv |
2,025 | EMNLP | On Assigning Product and Software Codes to Customer Service Requests with Large Language Models | Sujatha Das Gollapalli; Mouad Hakam; Mingzhe Du; See-Kiong Ng; Mohammed Hamzeh | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.76/ | emnlp2025.csv |
2,025 | EMNLP | Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance | Zixuan Wang; Yu Sun; Hongwei Wang; Baoyu Jing; Xiang Shen; Xin Dong; Zhuolin Hao; Hongyu Xiong; Yang Song | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.77/ | emnlp2025.csv |
2,025 | EMNLP | GSID: Generative Semantic Indexing for E-Commerce Product Understanding | Haiyang Yang; Qinye Xie; Qingheng Zhang; Chen Li Yu; Huike Zou; Chengbao Lian; Shuguang Han; Fei Huang; Jufeng Chen; Bo Zheng | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.78/ | emnlp2025.csv |
2,025 | EMNLP | Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads | Yingxue Zhou; Tan Zhu; Tao Zeng; Zigeng Wang; Wei Shen | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.79/ | emnlp2025.csv |
2,025 | EMNLP | Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks | Yuki Ichihara; Yuu Jinnai | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.80/ | emnlp2025.csv |
2,025 | EMNLP | Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection | Asier Gutiérrez-Fandiño; Jorge Yero Salazar; Clement Ruin; Alejandro Quintero-Roba; Shangeetha Ravichandran; Jesus Perez-Martin; Pankaj Adsul; Suruchi Garg; Leonardo Lezcano | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.81/ | emnlp2025.csv |
2,025 | EMNLP | InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications | Myeongjun Erik Jang; Fran Silavong | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.82/ | emnlp2025.csv |
2,025 | EMNLP | TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications | Sunwoo Lee; Daseong Jang; Dhammiko Arya; Gyoung-eun Han; Injee Song; SaeRom Kim; Sangjin Kim; Seojin Lee; Seokyoung Hong; Sereimony Sek; Seung-Mo Cho; Sohee Park; Sungbin Yoon; Wonbeom Jang; Eric Davis | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.83/ | emnlp2025.csv |
2,025 | EMNLP | Taming the Real-world Complexities in CPT E/M Coding with Large Language Models | Islam Nassar; Yang Lin; Yuan Jin; Rongxin Zhu; Chang Wei Tan; Zenan Zhai; Nitika Mathur; Thanh Tien Vu; Xu Zhong; Long Duong; Yuan-Fang Li | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.84/ | emnlp2025.csv |
2,025 | EMNLP | Classifier-Augmented Generation for Structured Workflow Prediction | Thomas Gschwind; Shramona Chakraborty; Nitin Gupta; Sameep Mehta | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.85/ | emnlp2025.csv |
2,025 | EMNLP | Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios | Vera Pavlova; Mohammed Makhlouf | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.86/ | emnlp2025.csv |
2,025 | EMNLP | AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment | Xiaochong Lan; Jie Feng; Yinxing Liu; Xinleishi; Yong Li | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.87/ | emnlp2025.csv |
2,025 | EMNLP | JSON Whisperer: Efficient JSON Editing with LLMs | Sarel Duanis; Asnat Greenstein-Messica; Eliya Habba | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.88/ | emnlp2025.csv |
2,025 | EMNLP | L4: Mutual Learning Helps Lifelong Language Learning | Jiyong Li; Dilshod Azizov; Shangsong Liang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.89/ | emnlp2025.csv |
2,025 | EMNLP | TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation | Chetan Sharma; Ramasuri Narayanam; Soumyabrata Pal; Kalidas Yeturu; Shiv Kumar Saini; Koyel Mukherjee | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.90/ | emnlp2025.csv |
2,025 | EMNLP | Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization | Kawin Mayilvaghanan; Siddhant Gupta; Ayush Kumar | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.91/ | emnlp2025.csv |
2,025 | EMNLP | HierDiffuse: Progressive Diffusion for Robust Interest Fusion in CTR Prediction | Ziheng Ni; Congcong Liu; Yuying Chen; Zhiwei Fang; Changping Peng; Zhangang Lin; Ching Law; Jingping Shao | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.92/ | emnlp2025.csv |
2,025 | EMNLP | TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG | Savini Kashmira; Jayanaka L. Dantanarayana; Joshua Brodsky; Ashish Mahendra; Yiping Kang; Krisztian Flautner; Lingjia Tang; Jason Mars | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.93/ | emnlp2025.csv |
2,025 | EMNLP | Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series | Wenrui Cai; Chengyu Wang; Junbing Yan; Jun Huang; Xiangzhong Fang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.94/ | emnlp2025.csv |
2,025 | EMNLP | Crossing Domains without Labels: Distant Supervision for Term Extraction | Elena Senger; Yuri Campbell; Rob Van Der Goot; Barbara Plank | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.95/ | emnlp2025.csv |
2,025 | EMNLP | I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content | Aniket Joshi; Cyrus Andre DSouza; Sejal Jain; Jitenkumar Babubhai Rana; Promod Yenigalla | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.96/ | emnlp2025.csv |
2,025 | EMNLP | Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models | Jeong-Hoon Kim; Jinwoo Nam; Geunsik Jo | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.97/ | emnlp2025.csv |
2,025 | EMNLP | Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin | Soumick Sarker; Abhijit Kumar Rai | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.98/ | emnlp2025.csv |
2,025 | EMNLP | DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision | Yongqi Leng; Yikun Lei; Xikai Liu; Meizhi Zhong; Bojian Xiong; Yurong Zhang; Yan Gao; Yiwu; Yao Hu; Deyi Xiong | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.99/ | emnlp2025.csv |
2,025 | EMNLP | FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows | Evelyn Duesterwald; Siyu Huo; Vatche Isahagian; K. R. Jayaram; Ritesh Kumar; Vinod Muthusamy; Punleuk Oum; Debashish Saha; Gegi Thomas; Praveen Venkateswaran | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.100/ | emnlp2025.csv |
2,025 | EMNLP | Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation | Seungseop Lim; Gibaeg Kim; Wooseok Han; Jean Seo; Hyunkyung Lee; Jaehyo Yoo; Eunho Yang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.101/ | emnlp2025.csv |
2,025 | EMNLP | Extraction of Information Provision Activity Requirements from EU Acquis | Jakub Piskorski; Dominik Skotarczak | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.102/ | emnlp2025.csv |
2,025 | EMNLP | Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry | Anastasia Zhukova; Jonas Lührs; Christian E. Lobmüller; Bela Gipp | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.103/ | emnlp2025.csv |
2,025 | EMNLP | From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes | Karen Zhou; John Michael Giorgi; Pranav Mani; Peng Xu; Davis Liang; Chenhao Tan | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.104/ | emnlp2025.csv |
2,025 | EMNLP | FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models | Karan Dua; Hitesh Laxmichand Patel; Puneet Mittal; Ranjeet Gupta; Amit Agarwal; Praneet Pabolu; Srikant Panda; Hansa Meghwani; Graham Horwood; Fahad Shah | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.105/ | emnlp2025.csv |
2,025 | EMNLP | GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems | Jisoo Lee; Raeyoung Chang; Dongwook Kwon; Harmanpreet Singh; Nikhil Verma | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.106/ | emnlp2025.csv |
2,025 | EMNLP | Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG | Longpeng Qiu; Ting Li; Shuai Mao; Nan Yang; Xiaohui Yan | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.107/ | emnlp2025.csv |
2,025 | EMNLP | SMART: Scalable Multilingual Approach for a Robust TOD System | Karan Malhotra; Arihant Jain; Purav Aggarwal; Anoop Saladi | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.108/ | emnlp2025.csv |
2,025 | EMNLP | Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair | Bojian Xiong; Yikun Lei; Xikai Liu; Shaowei Zhang; Pengyun Zhu; Yan Liu; Yongqi Leng; Ling Shi; Meizhi Zhong; Yurong Zhang; Yan Gao; Yiwu; Yao Hu; Deyi Xiong | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.109/ | emnlp2025.csv |
2,025 | EMNLP | ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction | Victor Junqiu Wei; Weicheng Wang; Di Jiang; Yuanfeng Song; Lu Wang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.110/ | emnlp2025.csv |
2,025 | EMNLP | Bidirectional Reasoning Supervision for Multilingual Financial Decision Making | Muhammad Rafsan Kabir; Jawad Ibn Ahad; Robin Krambroeckers; Silvia Ahmed; M M Lutfe Elahi; Nabeel Mohammed; Shafin Rahman | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.111/ | emnlp2025.csv |
2,025 | EMNLP | Automotive Document Labeling Using Large Language Models | Dang Van Thin; Cuong Xuan Chu; Christian Graf; Tobias Kaminski; Trung-Kien Tran | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.112/ | emnlp2025.csv |
2,025 | EMNLP | Building Data-Driven Occupation Taxonomies: A Bottom-Up Multi-Stage Approach via Semantic Clustering and Multi-Agent Collaboration | Nan Li; Bo Kang; Tijl De Bie | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.113/ | emnlp2025.csv |
2,025 | EMNLP | AutoPenBench: A Vulnerability Testing Benchmark for Generative Agents | Luca Gioacchini; Alexander Delsanto; Idilio Drago; Marco Mellia; Giuseppe Siracusano; Roberto Bifulco | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.114/ | emnlp2025.csv |
2,025 | EMNLP | Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance | Yufei He; Ruoyu Li; Alex Chen; Yue Liu; Yulin Chen; Yuan Sui; Cheng Chen; Yi Zhu; Luca Luo; Frank Yang; Bryan Hooi | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.115/ | emnlp2025.csv |
2,025 | EMNLP | Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning | Zhiwei Li; Yong Hu; Wenqing Wang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.116/ | emnlp2025.csv |
2,025 | EMNLP | Experience Report: Implementing Machine Translation in a Regulated Industry | Marco Zocca; Per Fallgren; David Buffoni | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.117/ | emnlp2025.csv |
2,025 | EMNLP | Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER | Junyi Zhu; Savas Ozkan; Andrea Maracani; Sinan Mutlu; Cho Jung Min; Mete Ozay | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.118/ | emnlp2025.csv |
2,025 | EMNLP | Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems | Kayhan Behdin; Ata Fatahibaarzi; Qingquan Song; Yun Dai; Aman Gupta; Zhipeng Wang; Hejian Sang; Shao Tang; Gregory Dexter; Sirou Zhu; Siyu Zhu; Tejas Dharamsi; Vignesh Kothapalli; Zhoutong Fu; Yihan Cao; Pin-Lun Hsu; Fedor Borisyuk; Natesh S. Pillai; Luke Simon; Rahul Mazumder | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.119/ | emnlp2025.csv |
2,025 | EMNLP | Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment | Shramona Chakraborty; Shashank Mujumdar; Nitin Gupta; Sameep Mehta; Ronen Kat; Itay Etelis; Mohamed Mahameed; Itai Guez; Rachel Tzoref-Brill | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.120/ | emnlp2025.csv |
2,025 | EMNLP | STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance | Prajwal Sood; Rajdeep Agrawal; Mayank Sati; Digvijay Anil Ingle; Cijo George | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.121/ | emnlp2025.csv |
2,025 | EMNLP | Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition | Kiran Pradeep; Kirushikesh Db; Nishtha Madaan; Sameep Mehta; Pushpak Bhattacharyya | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.122/ | emnlp2025.csv |
2,025 | EMNLP | Declarative Techniques for NL Queries over Heterogeneous Data | Elham Khabiri; Jeffrey O. Kephart; Fenno F. Heath Iii; Srideepika Jayaraman; Yingjie Li; Fateh A. Tipu; Dhruv Shah; Achille Fokoue; Anu Bhamidipaty | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.123/ | emnlp2025.csv |
2,025 | EMNLP | Taxonomy of Comprehensive Safety for Clinical Agents | Jean Seo; Hyunkyung Lee; Gibaeg Kim; Wooseok Han; Jaehyo Yoo; Seungseop Lim; Kihun Shin; Eunho Yang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.124/ | emnlp2025.csv |
2,025 | EMNLP | Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian | Andrei Niculae; Adrian Cosma; Cosmin Dumitrache; Emilian Radoi | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.125/ | emnlp2025.csv |
2,025 | EMNLP | Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents | Ervine Zheng; Yikuan Li; Geoffrey Jay Tso; Jilong Kuang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.126/ | emnlp2025.csv |
2,025 | EMNLP | CLARITY: Clinical Assistant for Routing, Inference, and Triage | Vladimir Shaposhnikov; Alexandr Nesterov; Ilia Kopanichuk; Ivan Bakulin; Zhelvakov Egor; Ruslan Abramov; Tsapieva Ekaterina Olegovna; Iaroslav Radionovich Bespalov; Dmitry V. Dylov; Ivan Oseledets | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.127/ | emnlp2025.csv |
2,025 | EMNLP | HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain | Spandan Anaokar; Shrey Ganatra; Harshvivek Kashid; Swapnil Bhattacharyya; Shruthi Nair; Reshma Sekhar; Siddharth Manohar; Rahul Hemrajani; Pushpak Bhattacharyya | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.128/ | emnlp2025.csv |
2,025 | EMNLP | How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? | Xiliang Zhu; Shi Zong; David Rossouw | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.129/ | emnlp2025.csv |
2,025 | EMNLP | AI Knowledge Assist: An Automated Approach for the Creation of Knowledge Bases for Conversational AI Agents | Md Tahmid Rahman Laskar; Julien Bouvier Tremblay; Xue-Yong Fu; Cheng Chen; Shashi Bhushan Tn | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.130/ | emnlp2025.csv |
2,025 | EMNLP | DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations | Elena Khasanova; Harsh Saini; Md Tahmid Rahman Laskar; Xue-Yong Fu; Cheng Chen; Shashi Bhushan Tn | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.131/ | emnlp2025.csv |
2,025 | EMNLP | Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry | João Vitor Mariano Correia; Murilo Missano Bell; João Vitor Robiatti Amorim; Jonas Queiroz; Daniel Pedronette; Ivan Rizzo Guilherme; Felipe Lima de Oliveira | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.132/ | emnlp2025.csv |
2,025 | EMNLP | Mind the Query: A Benchmark Dataset towards Text2Cypher Task | Vashu Chauhan; Shobhit Raj; Shashank Mujumdar; Avirup Saha; Anannay Jain | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.133/ | emnlp2025.csv |
2,025 | EMNLP | Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices | Md Tahmid Rahman Laskar; Mohammed Saidul Islam; Ridwan Mahbub; Mizanur Rahman; Amran Bhuiyan; Israt Jahan; Mir Tafseer Nayeem; Shafiq Joty; Enamul Hoque; Jimmy Xiangji Huang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.134/ | emnlp2025.csv |
2,025 | EMNLP | Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support | Cen Zhao; Tiantian Zhang; Hanchen Su; Yufeng Zhang; Shaowei Su; Mingzhi Xu; Yu Liu; Wei Han; Jeremy Werner; Claire Na Cheng; Yashar Mehdad | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.135/ | emnlp2025.csv |
2,025 | EMNLP | Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses | Fangyi Yu; Nabeel Seedat; Dasha Herrmannova; Frank Schilder; Jonathan Richard Schwarz | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.136/ | emnlp2025.csv |
2,025 | EMNLP | Scalable and Cost Effective High-Cardinality Classification with LLMs via Multi-View Label Representations and Retrieval Augmentation | Anup Pattnaik; Sasanka Vutla; Hamvir Dev; Jeevesh Nandan; Cijo George | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.137/ | emnlp2025.csv |
2,025 | EMNLP | How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources | Anh C. Pham; Mihir Thalanki; Michael Sun; Aditya Chaloo; Ankita Gupta; Tian Xia; Aditya Mate; Ehi Nosakhare; Soundararajan Srinivasan | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.138/ | emnlp2025.csv |
2,025 | EMNLP | Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency | Aman Goel; Daniel Schwartz; Yanjun Qi | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.139/ | emnlp2025.csv |
2,025 | EMNLP | Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback | Yisha Wu; Cen Zhao; Yuanpei Cao; Xiaoqing Xu; Yashar Mehdad; Mindy Ji; Claire Na Cheng | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.140/ | emnlp2025.csv |
2,025 | EMNLP | LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation | Weizhi Zhang; Liangwei Yang; Wooseong Yang; Henry Peng Zou; Yuqing Liu; Ke Xu; Sourav Medya; Philip S. Yu | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.141/ | emnlp2025.csv |
2,025 | EMNLP | LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators | Mateusz Lango; Ondrej Dusek | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.142/ | emnlp2025.csv |
2,025 | EMNLP | Leveraging LLMs to Streamline the Review of Public Funding Applications | João DS Marques; Andre Vicente Duarte; André Mendes Marques de Carvalho; Gil Rocha; Bruno Martins; Arlindo L. Oliveira | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.143/ | emnlp2025.csv |
2,025 | EMNLP | AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System | Hui Yi Leong; Yuheng Li; Yuqing Wu; Wenwen Ouyang; Wei Zhu; Jiechao Gao; Wei Han | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.144/ | emnlp2025.csv |
2,025 | EMNLP | ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval | Ahmed Masry; Megh Thakkar; Patrice Bechard; Sathwik Tejaswi Madhusudhan; Rabiul Awal; Shambhavi Mishra; Akshay Kalkunte Suresh; Srivatsava Daruru; Enamul Hoque; Spandana Gella; Torsten Scholak; Sai Rajeswar | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.145/ | emnlp2025.csv |
2,025 | EMNLP | Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models | Jiaxin Zhang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.146/ | emnlp2025.csv |
2,025 | EMNLP | Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification | Huike Zou; Haiyang Yang; Yindu Su; Chen Li Yu; Qinye Xie; Chengbao Lian; Qingheng Zhang; Shuguang Han; Fei Huang; Jufeng Chen | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.147/ | emnlp2025.csv |
2,025 | EMNLP | AttributeForge: An Agentic LLM Framework for Automated Product Schema Modeling | Yunhan Huang; Klevis Ramo; Andrea Iovine; Melvin Monteiro; Sedat Gokalp; Arjun Bakshi; Hasan Turalic; Arsh Kumar; Jona Neumeier; Ripley Yates; Rejaul Monir; Simon Hartmann; Tushar Manglik; Mohamed Yakout | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.148/ | emnlp2025.csv |
2,025 | EMNLP | VestaBench: An Embodied Benchmark for Safe Long-Horizon Planning Under Multi-Constraint and Adversarial Settings | Tanmana Sadhu; Yanan Chen; Ali Pesaranghader | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.149/ | emnlp2025.csv |
2,025 | EMNLP | Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs | Qi Gou; Zehua Xia; Li Juan; Qingyang Zhao; Wenjing Yang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.150/ | emnlp2025.csv |
2,025 | EMNLP | Depression Detection on Social Media with Large Language Models | Xiaochong Lan; Zhiguang Han; Yiming Cheng; Li Sheng; Jie Feng; Chen Gao; Yong Li | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.151/ | emnlp2025.csv |
2,025 | EMNLP | BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking | Kanishk Verma; Sri Balaaji Natarajan Kalaivendan; Arefeh Kazemi; Joachim Wagner; Darragh McCashin; Isobel Walsh; Sayani Basak; Sinan Asci; Yelena Cherkasova; Alexandrous Poullis; James O’Higgins Norman; Rebecca Umbach; Tijana Milosevic; Brian Davis | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.152/ | emnlp2025.csv |
2,025 | EMNLP | Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts | Anwesan Pal; Karen Hovsepian; Tinghao Guo; Mengnan Zhao; Somendra Tripathi; Nikos Kanakaris; George Mihaila; Sumit Nigam | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.153/ | emnlp2025.csv |
2,025 | EMNLP | DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications | Joachim Daiber; Victor Maricato; Ayan Sinha; Andrew Rabinovich | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.154/ | emnlp2025.csv |
2,025 | EMNLP | Generalized Embedding Models for Industry 4.0 Applications | Christodoulos Constantinides; Shuxin Lin; Dhaval C Patel | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.155/ | emnlp2025.csv |
2,025 | EMNLP | ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training | Maryam Dialameh; Rezaul Karim; Hossein Rajabzadeh; Omar Mohamed Awad; Boxing Chen; Hyock Ju Kwon; Walid Ahmed; Yang Liu | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.156/ | emnlp2025.csv |
2,025 | EMNLP | Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering | Steve Bakos; Chen Xing; Heidar Davoudi; Aijun An; Ron DiCarlantonio | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.157/ | emnlp2025.csv |
2,025 | EMNLP | Enhancing Persuasive Dialogue Agents by Synthesizing Cross‐Disciplinary Communication Strategies | Shinnosuke Nozue; Yuto Nakano; Yotaro Watanabe; Meguru Takasaki; Shoji Moriya; Reina Akama; Jun Suzuki | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.158/ | emnlp2025.csv |
2,025 | EMNLP | BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding | Sanya A. Chetwani; Jaseem Mahmmdla | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.159/ | emnlp2025.csv |
2,025 | EMNLP | DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models | Yi Shen; Jian Zhang; Jieyun Huang; Shuming Shi; Wenjing Zhang; Jiangze Yan; Ning Wang; Kai Wang; Zhaoxiang Liu; Shiguo Lian | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.160/ | emnlp2025.csv |
2,025 | EMNLP | pEBR: A Probabilistic Approach to Embedding Based Retrieval | Han Zhang; Yunjiang Jiang; Mingming Li; Haowei Yuan; Yiming Qiu; Wen-Yun Yang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.161/ | emnlp2025.csv |
2,025 | EMNLP | Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval | Yohan Lee; Yongwoo Song; Sangyeop Kim | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.162/ | emnlp2025.csv |
2,025 | EMNLP | <SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates | Sachin Kumar Giroh; Pushpendu Ghosh; Aryan Jain; Harshal Giridhari Paunikar; Aditi Rastogi; Promod Yenigalla; Anish Nediyanchath | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.163/ | emnlp2025.csv |
2,025 | EMNLP | Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation | Devleena Das; Rajeev Patwari; Ashish Sirasao | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.164/ | emnlp2025.csv |
2,025 | EMNLP | ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining | Seonwu Kim; Yohan Na; Kihun Kim; Hanhee Cho; Geun Lim; Mintae Kim; Seongik Park; Ki Hyun Kim; Youngsub Han; Byoung-Ki Jeon | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.165/ | emnlp2025.csv |
2,025 | EMNLP | GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation | Himanshu Dutta; Sunny Manchanda; Prakhar Bapat; Meva Ram Gurjar; Pushpak Bhattacharyya | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.166/ | emnlp2025.csv |
2,025 | EMNLP | Recon, Answer, Verify: Agents in Search of Truth | Satyam Shukla; Himanshu Dutta; Pushpak Bhattacharyya | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.167/ | emnlp2025.csv |
2,025 | EMNLP | T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning | Vignesh Ethiraj; Ashwath D; Sidhanth Menon; Divya Vijay; Vidhyakshaya Kannan | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.168/ | emnlp2025.csv |
2,025 | EMNLP | PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models | He Zhu; Junyou Su; Minxin Chen; Wen Wang; Yijie Deng; Guanhua Chen; Wenjia Zhang | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.169/ | emnlp2025.csv |
2,025 | EMNLP | IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs | Aosong Feng; Balasubramaniam Srinivasan; Yun Zhou; Zhichao Xu; Kang Zhou; Sheng Guan; Yueyan Chen; Xian Wu; Ninad Kulkarni; Yi Zhang; Zhengyuan Shen; Dmitriy Bespalov; Soumya Smruti Mishra; Yifei Teng; Darren Yow-Bang Wang; Haibo Ding; Lin Lee Cheong | EMNLP 2025 Industry | https://aclanthology.org/2025.emnlp-industry.170/ | emnlp2025.csv |
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