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title: Accepted Industry Track Paper | ||
layout: single | ||
excerpt: "NAACL 2024 Accepted Industry Track Paper" | ||
permalink: /program/accepted_papers_industry/ | ||
sidebar: | ||
nav: program | ||
toc: true | ||
toc_sticky: true | ||
--- | ||
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<style> | ||
.speaker-images img { | ||
border-radius: 50%; | ||
} | ||
</style> | ||
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* **HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices** | ||
Ruilong Ma, Xiang Yang, Jingyu Wang, Qi Qi, Haifeng Sun, Jing Wang, Zirui Zhuang, Jianxin Liao | ||
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Ruilong Ma, Xiang Yang, Jingyu Wang, Qi Qi, Haifeng Sun, Jing Wang, Zirui Zhuang, Jianxin Liao | ||
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* **Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding** | ||
Jie Ou, Yueming Chen, Prof. Wenhong Tian | ||
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Jie Ou, Yueming Chen, Prof. Wenhong Tian | ||
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* **SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling** | ||
Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, HYUNBYUNG PARK, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim | ||
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Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, HYUNBYUNG PARK, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim | ||
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* **UINav: A Practical Approach to Train On-Device Automation Agents** | ||
Wei Li, Fu-Lin Hsu, Will Bishop, Folawiyo Campbell-Ajala, Max Lin, Oriana Riva | ||
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Wei Li, Fu-Lin Hsu, Will Bishop, Folawiyo Campbell-Ajala, Max Lin, Oriana Riva | ||
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* **Efficiently Distilling LLMs for Edge Applications** | ||
Achintya Kundu, Yu Chin Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee | ||
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Achintya Kundu, Yu Chin Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee | ||
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* **Modeling and Detecting Company Risks from News** | ||
Jiaxin Pei, Soumya Vadlamannati, Liang-Kang Huang, Daniel Preotiuc-Pietro, Xinyu Hua | ||
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Jiaxin Pei, Soumya Vadlamannati, Liang-Kang Huang, Daniel Preotiuc-Pietro, Xinyu Hua | ||
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* **Multiple-Question Multiple-Answer Text-VQA** | ||
Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan | ||
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Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan | ||
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* **An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication** | ||
Xiaochen Liu, Bowei Zou, AiTi Aw | ||
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Xiaochen Liu, Bowei Zou, AiTi Aw | ||
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* **Visual Grounding for User Interfaces** | ||
Yijun Qian, Yujie Lu, Alexander G Hauptmann, Oriana Riva | ||
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Yijun Qian, Yujie Lu, Alexander G Hauptmann, Oriana Riva | ||
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* **Prompt Tuned Embedding Classification for Industry Sector Allocation** | ||
Valentin Leonhard Buchner, Lele Cao, Jan-Christoph Kalo, Vilhelm von Ehrenheim | ||
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Valentin Leonhard Buchner, Lele Cao, Jan-Christoph Kalo, Vilhelm von Ehrenheim | ||
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* **REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking** | ||
Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni | ||
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Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni | ||
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* **Conformer-Based Speech Recognition On Extreme Edge-Computing Devices** | ||
Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Zhihong Lei, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy | ||
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Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Zhihong Lei, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy | ||
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* **Generating Signed Language Instructions in Large-Scale Dialogue Systems** | ||
Mert Inan, Katherine Atwell, Anthony Sicilia, Lorna Quandt, Malihe Alikhani | ||
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Mert Inan, Katherine Atwell, Anthony Sicilia, Lorna Quandt, Malihe Alikhani | ||
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* **Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain** | ||
Myeongjun Erik Jang, Gábor Stikkel | ||
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Myeongjun Erik Jang, Gábor Stikkel | ||
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* **AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators** | ||
Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen | ||
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Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen | ||
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* **An Automatic Prompt Generation System for Tabular Data Tasks** | ||
Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda, Hima Patel | ||
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Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda, Hima Patel | ||
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* **Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data** | ||
Haitham Hammami, Louis Baligand, Bojan Petrovski | ||
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Haitham Hammami, Louis Baligand, Bojan Petrovski | ||
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* **Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain** | ||
Brian H Hu, Bill Ray, Alice Leung, Amy Summerville, David Joy, Christopher Funk, Arslan Basharat | ||
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Brian H Hu, Bill Ray, Alice Leung, Amy Summerville, David Joy, Christopher Funk, Arslan Basharat | ||
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* **Reducing hallucination in structured outputs via Retrieval-Augmented Generation** | ||
Orlando Marquez Ayala, Patrice Bechard | ||
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Orlando Marquez Ayala, Patrice Bechard | ||
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* **Towards Translating Objective Product Attributes Into Customer Language** | ||
Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf | ||
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Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf | ||
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* **Automating the Generation of a Functional Semantic Types Ontology with Foundational Models** | ||
Sachin G Konan, Larry Rudolph, Scott Affens | ||
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Sachin G Konan, Larry Rudolph, Scott Affens | ||
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* **Leveraging Customer Feedback for Multi-modal Insight Extraction** | ||
Sandeep Sricharan Mukku, Abinesh Kanagarajan, Pushpendu Ghosh, Chetan Aggarwal | ||
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Sandeep Sricharan Mukku, Abinesh Kanagarajan, Pushpendu Ghosh, Chetan Aggarwal | ||
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* **Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain** | ||
Yiyun Zhao, Prateek Singh, Hanoz Bhathena, Bernardo Ramos, Aviral Joshi, Swaroop Gadiyaram, Saket Sharma | ||
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Yiyun Zhao, Prateek Singh, Hanoz Bhathena, Bernardo Ramos, Aviral Joshi, Swaroop Gadiyaram, Saket Sharma | ||
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* **Scaling Up Authorship Attribution** | ||
Jacob Striebel, Abishek Edikala, Ethan Irby, Alex Rosenfeld, J. Blake Gage, Daniel Dakota, Sandra Kübler | ||
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Jacob Striebel, Abishek Edikala, Ethan Irby, Alex Rosenfeld, J. Blake Gage, Daniel Dakota, Sandra Kübler | ||
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* **Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models** | ||
Md Messal Monem Miah, Ulie Schnaithmann, Arushi Raghuvanshi, Youngseo Son | ||
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Md Messal Monem Miah, Ulie Schnaithmann, Arushi Raghuvanshi, Youngseo Son | ||
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* **Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR** | ||
Zelin Wu, Gan Song, Christopher Li, Pat Rondon, Zhong Meng, Xavier Velez, Weiran Wang, Diamantino Caseiro, Golan Pundak, Tsendsuren Munkhdalai, Angad Chandorkar, Rohit Prabhavalkar | ||
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Zelin Wu, Gan Song, Christopher Li, Pat Rondon, Zhong Meng, Xavier Velez, Weiran Wang, Diamantino Caseiro, Golan Pundak, Tsendsuren Munkhdalai, Angad Chandorkar, Rohit Prabhavalkar | ||
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* **Less is More for Improving Automatic Evaluation of Factual Consistency** | ||
Tong Wang, Ninad Kulkarni, Yanjun Qi | ||
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Tong Wang, Ninad Kulkarni, Yanjun Qi | ||
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* **DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by Drift** | ||
Myeongjun Erik Jang, Antonios Georgiadis, Yiyun Zhao, Fran Silavong | ||
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Myeongjun Erik Jang, Antonios Georgiadis, Yiyun Zhao, Fran Silavong | ||
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* **Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls** | ||
Amin Hosseiny Marani, Ulie Schnaithmann, Youngseo Son, Akil Iyer, Manas Paldhe, Arushi Raghuvanshi | ||
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Amin Hosseiny Marani, Ulie Schnaithmann, Youngseo Son, Akil Iyer, Manas Paldhe, Arushi Raghuvanshi | ||
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* **Leveraging LLMs for Dialogue Quality Measurement** | ||
Jinghan Jia, Abi Komma, Timothy Leffel, Xujun Peng, Ajay Nagesh, Tamer Soliman, Aram Galstyan, Anoop Kumar | ||
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Jinghan Jia, Abi Komma, Timothy Leffel, Xujun Peng, Ajay Nagesh, Tamer Soliman, Aram Galstyan, Anoop Kumar | ||
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* **Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation** | ||
Maria Mora-Cross, Saul Calderon-Ramirez | ||
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Maria Mora-Cross, Saul Calderon-Ramirez | ||
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* **AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction** | ||
Shengkun Wang, Taoran Ji, Jianfeng He, Mariam Almutairi, Dan Wang, Linhan Wang, Min Zhang, Chang-Tien Lu | ||
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Shengkun Wang, Taoran Ji, Jianfeng He, Mariam Almutairi, Dan Wang, Linhan Wang, Min Zhang, Chang-Tien Lu | ||
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* **Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?** | ||
Xue-Yong Fu, Md Tahmid Rahman Laskar, Elena Khasanova, Cheng Chen, Shashi Bhushan TN | ||
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Xue-Yong Fu, Md Tahmid Rahman Laskar, Elena Khasanova, Cheng Chen, Shashi Bhushan TN | ||
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* **Shears: Unstructured Sparsity with Neural Low-rank Adapter Search** | ||
Juan Pablo Munoz, Jinjie Yuan, Nilesh Jain | ||
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Juan Pablo Munoz, Jinjie Yuan, Nilesh Jain | ||
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||
* **Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems** | ||
Dongyub Lee, Younghun Jeong, Hwa-Yeon Kim, Hongyeon Yu, Seunghyun Han, Taesun Whang, Seungwoo Cho, Chanhee Lee, Gunsu Lee, Youngbum Kim | ||
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Dongyub Lee, Younghun Jeong, Hwa-Yeon Kim, Hongyeon Yu, Seunghyun Han, Taesun Whang, Seungwoo Cho, Chanhee Lee, Gunsu Lee, Youngbum Kim | ||
|
||
* **LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems** | ||
Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon | ||
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Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon | ||
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* **Large Language Models Encode the Practice of Medicine** | ||
Teja Kanchinadam, Gauher Shaheen | ||
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Teja Kanchinadam, Gauher Shaheen | ||
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* **Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces** | ||
Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi | ||
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Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi | ||
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||
* **Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain** | ||
Yuki Nakayama, Ryutaro Tatsushima, Erick Mendieta, Koji Murakami, Keiji Shinzato | ||
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Yuki Nakayama, Ryutaro Tatsushima, Erick Mendieta, Koji Murakami, Keiji Shinzato | ||
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* **EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM** | ||
Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai, Dongmei Jia, Cornelia Caragea | ||
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Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai, Dongmei Jia, Cornelia Caragea | ||
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* **Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data** | ||
Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang | ||
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Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang | ||
|
||
* **Solving General Natural-Language-Description Optimization Problems with Large Language Models** | ||
Jihai Zhang, Wei Wang, Siyan Guo, Li Wang, Fangquan Lin, Cheng Yang, Wotao Yin | ||
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Jihai Zhang, Wei Wang, Siyan Guo, Li Wang, Fangquan Lin, Cheng Yang, Wotao Yin | ||
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* **Self-Regulated Data-Free Knowledge Amalgamation for Text Classification** | ||
Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer, Ehsan Degan | ||
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Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer, Ehsan Degan | ||
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