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emnlp-industry.84
https://aclanthology.org/2024.emnlp-industry.84/
Poster
2408.11021
Athena: Safe Autonomous Agents with Verbal Contrastive Learning
[ "Sadhu, Tanmana", "Pesaranghader, Ali", "Chen, Yanan", "Yi, Dong Hoon" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.85
https://aclanthology.org/2024.emnlp-industry.85/
Oral
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
[ "Abdelaziz, Ibrahim", "Basu, Kinjal", "Agarwal, Mayank", "Kumaravel, Sadhana", "Stallone, Matthew", "P", "a, Rameswar", "Rizk, Yara", "Bhargav, G P Shrivatsa", "Crouse, Maxwell", "Gunasekara, Chulaka", "Ikbal, Shajith", "Joshi, Sachindra", "Karanam, Hima", "Kumar, Vineet", "Munawar, Asim", "Neelam, Sumit", "Raghu, Dinesh", "Sharma, Udit", "Soria, Adriana Meza", "Sreedhar, Dheeraj", "Venkateswaran, Praveen", "Unuvar, Merve", "Cox, David Daniel", "Roukos, Salim", "Lastras, Luis A.", "Kapanipathi, Pavan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.86
https://aclanthology.org/2024.emnlp-industry.86/
Poster
2403.00067
Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization
[ "Laskar, Md Tahmid Rahman", "Khasanova, Elena", "Fu, Xue-Yong", "Chen, Cheng", "Tn, Shashi Bhushan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.87
https://aclanthology.org/2024.emnlp-industry.87/
Oral
DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete
[ "Singh, Sonali", "Farfade, Sachin Sudhakar", "Comar, Prakash M", "ayam" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.88
https://aclanthology.org/2024.emnlp-industry.88/
Poster
Systematic Evaluation of Long-Context LLMs on Financial Concepts
[ "Gupta, Lavanya", "Sharma, Saket", "Zhao, Yiyun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.89
https://aclanthology.org/2024.emnlp-industry.89/
Poster
2408.05948
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models
[ "Pradeep, Ronak", "Lee, Daniel", "Mousavi, Ali", "Pound, Jeffrey", "Sang, Yisi", "Lin, Jimmy", "Ilyas, Ihab", "Potdar, Saloni", "Arefiyan, Mostafa", "Li, Yunyao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.90
https://aclanthology.org/2024.emnlp-industry.90/
Poster
Knowledge-augmented Financial Market Analysis and Report Generation
[ "Chen, Yuemin", "Wu, Feifan", "Wang, Jingwei", "Qian, Hao", "Liu, Ziqi", "Zhang, Zhiqiang", "Zhou, Jun", "Wang, Meng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.91
https://aclanthology.org/2024.emnlp-industry.91/
Poster
Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.
[ "Tam, Zhi Rui", "Wu, Cheng-Kuang", "Tsai, Yi-Lin", "Lin, Chieh-Yen", "Lee, Hung-yi", "Chen, Yun-Nung" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.92
https://aclanthology.org/2024.emnlp-industry.92/
Poster
ASTRA: Automatic Schema Matching using Machine Translation
[ "Chugh, Tarang", "Zambre, Deepak" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.93
https://aclanthology.org/2024.emnlp-industry.93/
Oral
2410.15575
Neural Search Space in Gboard Decoder
[ "Zhang, Yanxiang", "Zhang, Yuanbo", "Sun, Haicheng", "Wang, Yun", "Sivek, Gary", "Zhai, Shumin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.94
https://aclanthology.org/2024.emnlp-industry.94/
Poster
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications
[ "Agarwal, Divyansh", "Fabbri, Alex", "er", "Risher, Ben", "Laban, Philippe", "Joty, Shafiq", "Wu, Chien-Sheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.95
https://aclanthology.org/2024.emnlp-industry.95/
Poster
2410.11327
Sequential LLM Framework for Fashion Recommendation
[ "Liu, Han", "Tang, Xianfeng", "Chen, Tianlang", "Liu, Jiapeng", "Indu, Indu", "Zou, Henry Peng", "Dai, Peng", "Galan, Roberto Fern", "ez", "Porter, Michael D", "Jia, Dongmei", "Zhang, Ning", "Xiong, Lian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.96
https://aclanthology.org/2024.emnlp-industry.96/
Poster
2410.02952
Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications
[ "Sultan, Oren", "Khasin, Alex", "er", "Shiran, Guy", "Greenstein-Messica, Asnat", "Shahaf, Dafna" ]
[ "https://github.com/orensultan/AIRecolor" ]
[]
[]
[]
EMNLP2024
emnlp-industry.97
https://aclanthology.org/2024.emnlp-industry.97/
Oral
2411.01022
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output
[ "Sankararaman, Hithesh", "Yasin, Mohammed Nasheed", "Sorensen, Tanner", "Bari, Aless", "ro Di", "Stolcke, Andreas" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.98
https://aclanthology.org/2024.emnlp-industry.98/
Poster
2309.16058
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
[ "Moon, Seungwhan", "Madotto, Andrea", "Lin, Zhaojiang", "Nagarajan, Tushar", "Smith, Matt", "Jain, Shashank", "Yeh, Chun-Fu", "Murugesan, Prakash", "Heidari, Peyman", "Liu, Yue", "Srinet, Kavya", "Damav", "i, Babak", "Kumar, Anuj" ]
https://huggingface.co/papers/2309.16058
[ "" ]
[ "neiths/llama-3-vision-gguf" ]
[ "qresearch/llama-3-vision-alpha", "qresearch/llama-3-vision-alpha-hf", "qresearch/doubutsu-2b-pt-756", "qresearch/doubutsu-2b-pt-378" ]
[]
EMNLP2024
emnlp-industry.99
https://aclanthology.org/2024.emnlp-industry.99/
Poster
SLM as Guardian: Pioneering AI Safety with Small Language Model
[ "Kwon, Ohjoon", "Jeon, Donghyeon", "Choi, Nayoung", "Cho, Gyu-Hwung", "Jo, Hwiyeol", "Kim, Changbong", "Lee, Hyunwoo", "Kang, Inho", "Kim, Sun", "Park, Taiwoo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.100
https://aclanthology.org/2024.emnlp-industry.100/
Poster
Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists
[ "Kim, Dooyoung", "Jang, Yoonjin", "Shin, Dongwook", "Park, Chanhoon", "Ko, Youngjoong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.101
https://aclanthology.org/2024.emnlp-industry.101/
Poster
Patentformer: A Novel Method to Automate the Generation of Patent Applications
[ "Wang, Juanyan", "Mudhiganti, Sai Krishna Reddy", "Sharma, Manali" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.102
https://aclanthology.org/2024.emnlp-industry.102/
Poster
2410.21784
MARCO: Multi-Agent Real-time Chat Orchestration
[ "Shrimal, Anubhav", "Kanagaraj, Stanley", "Biswas, Kriti", "Raghuraman, Swarnalatha", "Nediyanchath, Anish", "Zhang, Yi", "Yenigalla, Promod" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.103
https://aclanthology.org/2024.emnlp-industry.103/
Poster
2407.19669
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
[ "Zhang, Xin", "Zhang, Yanzhao", "Long, Dingkun", "Xie, Wen", "Dai, Ziqi", "Tang, Jialong", "Lin, Huan", "Yang, Baosong", "Xie, Pengjun", "Huang, Fei", "Zhang, Meishan", "Li, Wenjie", "Zhang, Min" ]
https://huggingface.co/papers/2407.19669
[ "https://github.com/izhx/nlu-evals" ]
[ "mteb/leaderboard", "oceansweep/tldw", "antoinelouis/mtem-pruner", "matanru/CapeX", "davanstrien/huggingface-datasets-search-v2", "rishisim/aiotsmartlabs-assistant", "aipatseer/GT-Base-Endpoint", "ArturG9/Question_Answer_Bot_With_Your_Pdf", "ArturG9/Info_Assistant", "Thun09/leaderboard_demo", "ahmedelbeshry/financial_chatbot", "robinroy03/fury-embeddings-endpoint", "harish3304/gemini-cook", "ArturG9/Local_Lithuanian_Law_RAG_QA_ChatBot_Streamlit", "rishisim/aiotsmartlabs-assistant-quantized", "januarevan/rag_milvus", "Ritesh-hf/web-agent", "Ritesh-hf/rag-api", "Ritesh-hf/UAE-LEGISLATION-SITE", "Ritesh-hf/UAE-ECONOMIC-SITE", "heymenn/bjhk", "jcachat/Open_NotebookLM_TLDW", "Ritesh-hf/etisalat-agent", "atifsial123/Engineer", "Ritesh-hf/ADAFSA-FLASK-APP-DEMO", "Ritesh-hf/UAE-NLA-APP", "Ritesh-hf/UAE-NLA-RAG-SPACE", "Ritesh-hf/uae-nla-web-agent", "Ritesh-hf/U.AE-SITE", "EmileH/40point12", "thecuong/gte-model-by-Alibaba", "thecuong/gte-embedding-fastAPI", "ThornRugal/ChinesePrivacyPolicyMark", "jonathanjordan21/helpfulness-ranker" ]
[ "Alibaba-NLP/gte-large-en-v1.5", "Alibaba-NLP/gte-multilingual-base", "Alibaba-NLP/gte-base-en-v1.5", "Alibaba-NLP/gte-multilingual-reranker-base", "Alibaba-NLP/new-impl", "Alibaba-NLP/gte-multilingual-mlm-base", "upskyy/gte-base-korean", "Alibaba-NLP/gte-en-mlm-large", "Alibaba-NLP/qwen2-impl", "leeloolee/intention", "Alibaba-NLP/gte-en-mlm-base", "dangvantuan/french-embedding-LongContext", "pingkeest/learning2_model", "gpustack/gte-multilingual-reranker-base-GGUF", "OrcaDB/gte-base-en-v1.5" ]
[]
EMNLP2024
emnlp-industry.104
https://aclanthology.org/2024.emnlp-industry.104/
Poster
2402.07204
ItiNera: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
[ "Tang, Yihong", "Wang, Zhaokai", "Qu, Ao", "Yan, Yihao", "Wu, Zhaofeng", "Zhuang, Dingyi", "Kai, Jushi", "Hou, Kebing", "Guo, Xiaotong", "Zhao, Jinhua", "Zhao, Zhan", "Ma, Wei" ]
[ "https://github.com/YihongT/ITINERA" ]
[]
[]
[]
EMNLP2024
emnlp-industry.105
https://aclanthology.org/2024.emnlp-industry.105/
Poster
RESTful-Llama: Connecting User Queries to RESTful APIs
[ "Xu, Han", "Zhao, Ruining", "Wang, Jindong", "Chen, Haipeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.106
https://aclanthology.org/2024.emnlp-industry.106/
Poster
A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites
[ "H{\\\"a}tty, Anna", "Milchevski, Dragan", "D{\\\"o}ring, Kersten", "Putnikovic, Marko", "Mesgar, Mohsen", "Novovi{\\'c}, Filip", "Braun, Maximilian", "Borimann, Karina Leoni", "Stranjanac, Igor" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.107
https://aclanthology.org/2024.emnlp-industry.107/
Poster
CharacterGLM: Customizing Social Characters with Large Language Models
[ "Zhou, Jinfeng", "Chen, Zhuang", "Wan, Dazhen", "Wen, Bosi", "Song, Yi", "Yu, Jifan", "Huang, Yongkang", "Ke, Pei", "Bi, Guanqun", "Peng, Libiao", "Yang, JiaMing", "Xiao, Xiyao", "Sabour, Sah", "", "Zhang, Xiaohan", "Hou, Wenjing", "Zhang, Yijia", "Dong, Yuxiao", "Wang, Hongning", "Tang, Jie", "Huang, Minlie" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.108
https://aclanthology.org/2024.emnlp-industry.108/
Poster
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings
[ "Choi, Bonggeun", "Park, JeongJae", "Kim, Yoonsung", "Park, Jaehyun", "Ko, Youngjoong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.109
https://aclanthology.org/2024.emnlp-industry.109/
Poster
2407.14346
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
[ "Mohankumar, Akash Kumar", "K, Gururaj", "Madan, Gagan", "Singh, Amit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.110
https://aclanthology.org/2024.emnlp-industry.110/
Poster
2408.06273
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
[ "Sun, Haoran", "Jin, Renren", "Xu, Shaoyang", "Pan, Leiyu", "{Supryadi}", "Cui, Menglong", "Du, Jiangcun", "Lei, Yikun", "Yang, Lei", "Shi, Ling", "Xiao, Juesi", "Zhu, Shaolin", "Xiong, Deyi" ]
https://huggingface.co/papers/2408.06273
[ "https://github.com/tjunlp-lab/fuxitranyu" ]
[]
[ "TJUNLP/FuxiTranyu-8B-SFT", "TJUNLP/FuxiTranyu-8B", "TJUNLP/FuxiTranyu-8B-DPO" ]
[]
EMNLP2024
emnlp-industry.111
https://aclanthology.org/2024.emnlp-industry.111/
Poster
2410.10270
QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis
[ "Manatkar, Abhijit", "Akella, Ashlesha", "Gupta, Parthivi", "Narayanam, Krishnasuri" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.112
https://aclanthology.org/2024.emnlp-industry.112/
Oral
PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents
[ "Malik, Vijit", "Jagatap, Akshay", "Puranik, Vinayak S", "Majumder, Anirban" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.113
https://aclanthology.org/2024.emnlp-industry.113/
Oral
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation
[ "Song, Juntong", "Wang, Xingguang", "Zhu, Juno", "Wu, Yuanhao", "Cheng, Xuxin", "Zhong, R", "y", "Niu, Cheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.114
https://aclanthology.org/2024.emnlp-industry.114/
Poster
2410.01627
Intent Detection in the Age of LLMs
[ "Arora, Gaurav", "Jain, Shreya", "Merugu, Srujana" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.115
https://aclanthology.org/2024.emnlp-industry.115/
Poster
2410.12475
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
[ "Shi, Lu", "Qi, Bin", "Luo, Jiarui", "Zhang, Yang", "Liang, Zhanzhao", "Gao, Zhaowei", "Deng, Wenke", "Sun, Lin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.116
https://aclanthology.org/2024.emnlp-industry.116/
Poster
Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA
[ "Krayko, Nikita", "Sidorov, Ivan", "Laputin, Fedor", "Galimzianova, Daria", "Konovalov, Vasily" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.117
https://aclanthology.org/2024.emnlp-industry.117/
Poster
GraphQL Query Generation: A Large Training and Benchmarking Dataset
[ "Kesarwani, Manish", "Ghosh, Sambit", "Gupta, Nitin", "Chakraborty, Shramona", "Sindhgatta, Renuka", "Mehta, Sameep", "Eberhardt, Carlos", "Debrunner, Dan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.118
https://aclanthology.org/2024.emnlp-industry.118/
Poster
2409.12210
Mixture of Diverse Size Experts
[ "Sun, Manxi", "Liu, Wei", "Luan, Jian", "Gao, Pengzhi", "Wang, Bin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.119
https://aclanthology.org/2024.emnlp-industry.119/
Poster
2407.16637
Course-Correction: Safety Alignment Using Synthetic Preferences
[ "Xu, Rongwu", "Cai, Yishuo", "Zhou, Zhenhong", "Gu, Renjie", "Weng, Haiqin", "Yan, Liu", "Zhang, Tianwei", "Xu, Wei", "Qiu, Han" ]
https://huggingface.co/papers/2407.16637
[ "https://github.com/pillowsofwind/course-correction" ]
[]
[ "MachoMaheen/devdock4bit" ]
[]
EMNLP2024
emnlp-industry.120
https://aclanthology.org/2024.emnlp-industry.120/
Poster
2405.03764
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation
[ "Zhou, Wenjie", "Ding, Zhenxin", "Zhang, Xiaodong", "Shi, Haibo", "Wang, Junfeng", "Yin, Dawei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-industry.121
https://aclanthology.org/2024.emnlp-industry.121/
Poster
PRISM: A New Lens for Improved Color Understanding
[ "Akula, Arjun Reddy", "Pruthi, Garima", "Dhillon, Inderjit S", "Narayana, Pradyumna", "Basu, Sugato", "Jampani, Varun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.1
https://aclanthology.org/2024.emnlp-tutorials.1/
Poster
Enhancing LLM Capabilities Beyond Scaling Up
[ "Yin, Wenpeng", "Chen, Muhao", "Zhang, Rui", "Zhou, Ben", "Wang, Fei", "Roth, Dan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.2
https://aclanthology.org/2024.emnlp-tutorials.2/
Poster
Countering Hateful and Offensive Speech Online - Open Challenges
[ "Derczynski, Leon", "Guerini, Marco", "Nozza, Debora", "Plaza-del-Arco, Flor Miriam", "Sorensen, Jeffrey", "Zampieri, Marcos" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.3
https://aclanthology.org/2024.emnlp-tutorials.3/
Poster
Language Agents: Foundations, Prospects, and Risks
[ "Su, Yu", "Yang, Diyi", "Yao, Shunyu", "Yu, Tao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.4
https://aclanthology.org/2024.emnlp-tutorials.4/
Poster
Introductory Tutorial: Reasoning with Natural Language Explanations
[ "Valentino, Marco", "Freitas, Andr{\\'e}" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.5
https://aclanthology.org/2024.emnlp-tutorials.5/
Poster
AI for Science in the Era of Large Language Models
[ "Bi, Zhenyu", "Xu, Minghao", "Tang, Jian", "Wang, Xuan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-tutorials.6
https://aclanthology.org/2024.emnlp-tutorials.6/
Poster
Human-Centered Evaluation of Language Technologies
[ "Blodgett, Su Lin", "Cheung, Jackie Chi Kit", "Liao, Vera", "Xiao, Ziang" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.1
https://aclanthology.org/2024.findings-emnlp.1/
Poster
2407.19568
Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
[ "Wei, Kangda", "Gautam, Aayush", "Huang, Ruihong" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.2
https://aclanthology.org/2024.findings-emnlp.2/
Poster
Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling
[ "Devianti, Rachel Sidney", "Miyao, Yusuke" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.3
https://aclanthology.org/2024.findings-emnlp.3/
Poster
2410.03357
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing
[ "Kang, Jeongwoo", "Coavoux, Maximin", "Lopez, C{\\'e}dric", "Schwab, Didier" ]
[ "https://github.com/Emvista/Meta-XAMR-2024" ]
[]
[]
[]
EMNLP2024
findings-emnlp.4
https://aclanthology.org/2024.findings-emnlp.4/
Poster
General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction
[ "Bao, K", "Wang, Ning" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.5
https://aclanthology.org/2024.findings-emnlp.5/
Poster
SEAVER: Attention Reallocation for Mitigating Distractions in Language Models for Conditional Semantic Textual Similarity Measurement
[ "Li, Baixuan", "Fan, Yunlong", "Gao, Zhiqiang" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.6
https://aclanthology.org/2024.findings-emnlp.6/
Poster
Search if you don't know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models
[ "Koo, Seonmin", "Kim, Jinsung", "Park, Chanjun", "Lim, Heuiseok" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.7
https://aclanthology.org/2024.findings-emnlp.7/
Poster
2306.00168
Measuring the Robustness of NLP Models to Domain Shifts
[ "Calderon, Nitay", "Porat, Naveh", "Ben-David, Eyal", "Chapanin, Alex", "er", "Gekhman, Zorik", "Oved, Nadav", "Shalumov, Vitaly", "Reichart, Roi" ]
https://huggingface.co/papers/2306.00168
[ "https://github.com/nitaytech/domainrobustnessdata" ]
[]
[]
[]
EMNLP2024
findings-emnlp.8
https://aclanthology.org/2024.findings-emnlp.8/
Poster
2210.15182
Text2Model: Text-based Model Induction for Zero-shot Image Classification
[ "Amosy, Ohad", "Volk, Tomer", "Shapira, Eilam", "Ben-David, Eyal", "Reichart, Roi", "Chechik, Gal" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.9
https://aclanthology.org/2024.findings-emnlp.9/
Poster
InsertGNN: A Hierarchical Graph Neural Network for the TOEFL Sentence Insertion Problem
[ "Wu, Fang", "Li, Stan Z." ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.10
https://aclanthology.org/2024.findings-emnlp.10/
Poster
2404.04941
Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring
[ "Lee, Sanwoo", "Cai, Yida", "Meng, Desong", "Wang, Ziyang", "Wu, Yunfang" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.11
https://aclanthology.org/2024.findings-emnlp.11/
Poster
2406.12641
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
[ "Gu, Zhouhong", "Zhang, Lin", "Zhu, Xiaoxuan", "Chen, Jiangjie", "Huang, Wenhao", "Zhang, Yikai", "Wang, Shusen", "Ye, Zheyu", "Gao, Yan", "Feng, Hongwei", "Xiao, Yanghua" ]
[ "https://github.com/MikeGu721/DetectBench" ]
[]
[]
[]
EMNLP2024
findings-emnlp.12
https://aclanthology.org/2024.findings-emnlp.12/
Poster
2410.10454
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks
[ "Liu, Xinyue", "Gao, Yunlong", "Zong, Linlin", "Xu, Bo" ]
[ "https://github.com/yvogao/laqda" ]
[]
[]
[]
EMNLP2024
findings-emnlp.13
https://aclanthology.org/2024.findings-emnlp.13/
Poster
2404.10513
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity
[ "Berchansky, Moshe", "Fleischer, Daniel", "Wasserblat, Moshe", "Izsak, Peter" ]
https://huggingface.co/papers/2404.10513
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.14
https://aclanthology.org/2024.findings-emnlp.14/
Poster
2403.04735
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
[ "Qiu, Jielin", "Madotto, Andrea", "Lin, Zhaojiang", "Crook, Paul A.", "Xu, Yifan Ethan", "Damav", "i, Babak", "Dong, Xin Luna", "Faloutsos, Christos", "Li, Lei", "Moon, Seungwhan" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.15
https://aclanthology.org/2024.findings-emnlp.15/
Poster
2410.14152
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent
[ "Ji, Jiarui", "Li, Yang", "Liu, Hongtao", "Du, Zhicheng", "Wei, Zhewei", "Qi, Qi", "Shen, Weiran", "Lin, Yankai" ]
[ "https://github.com/jijiarui-cather/srapagent_framework" ]
[]
[]
[]
EMNLP2024
findings-emnlp.16
https://aclanthology.org/2024.findings-emnlp.16/
Poster
Ukrainian Resilience: A Dataset for Detection of Help-Seeking Signals Amidst the Chaos of War
[ "Sathvik, Msvpj", "Dowpati, Abhilash", "Sethi, Srreyansh" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.17
https://aclanthology.org/2024.findings-emnlp.17/
Poster
2405.12081
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model
[ "Huang, Chen", "Deng, Yang", "Lei, Wenqiang", "Lv, Jiancheng", "Dagan, Ido" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.18
https://aclanthology.org/2024.findings-emnlp.18/
Poster
Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model
[ "Zhang, Qian", "Su, Qinliang", "Chen, Jiayang", "Song, Zhenpeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.19
https://aclanthology.org/2024.findings-emnlp.19/
Poster
2408.08226
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
[ "Zhu, Yuqicheng", "Potyka, Nico", "Nayyeri, Mojtaba", "Xiong, Bo", "He, Yunjie", "Kharlamov, Evgeny", "Staab, Steffen" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.20
https://aclanthology.org/2024.findings-emnlp.20/
Poster
2307.10219
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs
[ "Ding, Zifeng", "Wu, Jingcheng", "Wu, Jingpei", "Xia, Yan", "Xiong, Bo", "Tresp, Volker" ]
[ "https://github.com/0sidewalkenforcer0/HypeTKG" ]
[]
[]
[]
EMNLP2024
findings-emnlp.21
https://aclanthology.org/2024.findings-emnlp.21/
Poster
2405.03595
GREEN: Generative Radiology Report Evaluation and Error Notation
[ "Ostmeier, Sophie", "Xu, Justin", "Chen, Zhihong", "Varma, Maya", "Blankemeier, Louis", "Bluethgen, Christian", "Md, Arne Edward Michalson", "Moseley, Michael", "Langlotz, Curtis", "Chaudhari, Akshay S", "Delbrouck, Jean-Benoit" ]
https://huggingface.co/papers/2405.03595
[ "" ]
[]
[]
[ "StanfordAIMI/GREEN-V2", "StanfordAIMI/GREEN" ]
EMNLP2024
findings-emnlp.22
https://aclanthology.org/2024.findings-emnlp.22/
Poster
2406.02377
XRec: Large Language Models for Explainable Recommendation
[ "Ma, Qiyao", "Ren, Xubin", "Huang, Chao" ]
[ "https://github.com/hkuds/xrec" ]
[]
[]
[]
EMNLP2024
findings-emnlp.23
https://aclanthology.org/2024.findings-emnlp.23/
Poster
2406.06636
LLM Questionnaire Completion for Automatic Psychiatric Assessment
[ "Rosenman, Gony", "Hendler, Talma", "Wolf, Lior" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.24
https://aclanthology.org/2024.findings-emnlp.24/
Poster
2402.10554
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
[ "Guo, Xiaobo", "Vosoughi, Soroush" ]
[ "https://github.com/xiaobo-guo/Disordered-DABS" ]
[]
[]
[]
EMNLP2024
findings-emnlp.25
https://aclanthology.org/2024.findings-emnlp.25/
Poster
2402.08015
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets
[ "Azime, Israel Abebe", "Tonja, Atnafu Lambebo", "Belay, Tadesse Destaw", "Fuge, Mitiku Yohannes", "Wassie, Aman Kassahun", "Jada, Eyasu Shiferaw", "Chanie, Yonas", "Sewunetie, Walelign Tewabe", "Yimam, Seid Muhie" ]
https://huggingface.co/papers/2402.08015
[ "" ]
[]
[]
[ "EthioNLP/Amharic_Instruction_dataset" ]
EMNLP2024
findings-emnlp.26
https://aclanthology.org/2024.findings-emnlp.26/
Poster
2403.08213
Can Large Language Models Identify Authorship?
[ "Huang, Baixiang", "Chen, Canyu", "Shu, Kai" ]
[ "https://github.com/baixianghuang/authorship-llm" ]
[]
[]
[]
EMNLP2024
findings-emnlp.27
https://aclanthology.org/2024.findings-emnlp.27/
Poster
2402.04636
TransLLaMa: LLM-based Simultaneous Translation System
[ "Koshkin, Roman", "Sudoh, Katsuhito", "Nakamura, Satoshi" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.28
https://aclanthology.org/2024.findings-emnlp.28/
Poster
2401.06112
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings
[ "Yamagiwa, Hiroaki", "Takase, Yusuke", "Shimodaira, Hidetoshi" ]
[ "https://github.com/ymgw55/Axis-Tour" ]
[]
[]
[]
EMNLP2024
findings-emnlp.29
https://aclanthology.org/2024.findings-emnlp.29/
Poster
2407.18789
Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation
[ "Vu, Doan Nam Long", "Igamberdiev, Timour", "Habernal, Ivan" ]
[ "https://github.com/trusthlt/granularity-is-crucial-dp" ]
[]
[]
[]
EMNLP2024
findings-emnlp.30
https://aclanthology.org/2024.findings-emnlp.30/
Poster
An Open-Source Data Contamination Report for Large Language Models
[ "Li, Yucheng", "Guo, Yunhao", "Guerin, Frank", "Lin, Chenghua" ]
[ "https://github.com/liyucheng09/contamination_detector" ]
[]
[]
[]
EMNLP2024
findings-emnlp.31
https://aclanthology.org/2024.findings-emnlp.31/
Poster
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering
[ "Nachane, Saeel S", "eep", "Gramopadhye, Ojas", "Ch", "a, Prateek", "Ramakrishnan, Ganesh", "Jadhav, Kshitij Sharad", "N", "wani, Yatin", "Raghu, Dinesh", "Joshi, Sachindra" ]
[ "https://github.com/coldseal/clinicr" ]
[]
[]
[]
EMNLP2024
findings-emnlp.32
https://aclanthology.org/2024.findings-emnlp.32/
Poster
2402.12219
Reformatted Alignment
[ "Fan, Run-Ze", "Li, Xuefeng", "Zou, Haoyang", "Li, Junlong", "He, Shwai", "Chern, Ethan", "Hu, Jiewen", "Liu, Pengfei" ]
https://huggingface.co/papers/2402.12219
[ "https://github.com/gair-nlp/realign" ]
[]
[]
[]
EMNLP2024
findings-emnlp.33
https://aclanthology.org/2024.findings-emnlp.33/
Poster
2409.13266
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts
[ "Boudin, Florian", "Aizawa, Akiko" ]
[ "https://github.com/boudinfl/silk" ]
[]
[]
[]
EMNLP2024
findings-emnlp.34
https://aclanthology.org/2024.findings-emnlp.34/
Poster
2305.00450
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support
[ "Qiu, Huachuan", "He, Hongliang", "Zhang, Shuai", "Li, Anqi", "Lan, Zhenzhong" ]
https://huggingface.co/papers/2305.00450
[ "https://github.com/qiuhuachuan/smile" ]
[]
[ "qiuhuachuan/MeChat", "jun10k/Qwen1.5-7B-MeChat" ]
[]
EMNLP2024
findings-emnlp.35
https://aclanthology.org/2024.findings-emnlp.35/
Poster
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction
[ "Liu, Minghui", "Tong, MeiHan", "Peng, Yangda", "Hou, Lei", "Li, Juanzi", "Xu, Bin" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.36
https://aclanthology.org/2024.findings-emnlp.36/
Poster
MalayMMLU: A Multitask Benchmark for the Low-Resource Malay Language
[ "Poh, Soon Chang", "Yang, Sze Jue", "Tan, Jeraelyn Ming Li", "Chieng, Lawrence Leroy Tze Yao", "Tan, Jia Xuan", "Yu, Zhenyu", "Mun, Foong Chee", "Chan, Chee Seng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.37
https://aclanthology.org/2024.findings-emnlp.37/
Poster
2404.02319
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
[ "Schnabel, Tobias", "Neville, Jennifer" ]
[ "https://github.com/microsoft/sammo" ]
[]
[]
[]
EMNLP2024
findings-emnlp.38
https://aclanthology.org/2024.findings-emnlp.38/
Poster
2408.09053
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
[ "Araujo, Vladimir", "Moens, Marie-Francine", "Tuytelaars, Tinne" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.39
https://aclanthology.org/2024.findings-emnlp.39/
Poster
LLM-supertagger: Categorial Grammar Supertagging via Large Language Models
[ "Zhao, Jinman", "Penn, Gerald" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.40
https://aclanthology.org/2024.findings-emnlp.40/
Poster
2403.06259
Editing Conceptual Knowledge for Large Language Models
[ "Wang, Xiaohan", "Mao, Shengyu", "Deng, Shumin", "Yao, Yunzhi", "Shen, Yue", "Liang, Lei", "Gu, Jinjie", "Chen, Huajun", "Zhang, Ningyu" ]
https://huggingface.co/papers/2403.06259
[ "https://github.com/zjunlp/easyedit" ]
[]
[]
[ "zjunlp/ConceptEdit" ]
EMNLP2024
findings-emnlp.41
https://aclanthology.org/2024.findings-emnlp.41/
Poster
RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment
[ "Mao, Kelong", "Liu, Zheng", "Qian, Hongjin", "Mo, Fengran", "Deng, Chenlong", "Dou, Zhicheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.42
https://aclanthology.org/2024.findings-emnlp.42/
Poster
2404.09486
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems
[ "Li, Kaixin", "Tian, Yuchen", "Hu, Qisheng", "Luo, Ziyang", "Huang, Zhiyong", "Ma, Jing" ]
https://huggingface.co/papers/2404.09486
[ "https://github.com/happylkx/mmcode" ]
[]
[]
[ "likaixin/MMCode" ]
EMNLP2024
findings-emnlp.43
https://aclanthology.org/2024.findings-emnlp.43/
Poster
2407.01964
Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
[ "Deng, Chenlong", "Mao, Kelong", "Zhang, Yuyao", "Dou, Zhicheng" ]
https://huggingface.co/papers/2407.01964
[ "https://github.com/chenlongdeng/adapt" ]
[]
[ "ChenlongDeng/ADAPT-Qwen2-7B-CAIL2018-step-8765" ]
[]
EMNLP2024
findings-emnlp.44
https://aclanthology.org/2024.findings-emnlp.44/
Poster
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
[ "Kim, Donghoon", "Lee, Gusang", "Shim, Kyuhong", "Shim, Byonghyo" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.45
https://aclanthology.org/2024.findings-emnlp.45/
Poster
2409.17480
What Would Happen Next? Predicting Consequences from An Event Causality Graph
[ "Zhan, Chuanhong", "Xiang, Wei", "Chao, Liang", "Wang, Bang" ]
[ "https://github.com/zhanchuanhong/sedgpl" ]
[]
[]
[]
EMNLP2024
findings-emnlp.46
https://aclanthology.org/2024.findings-emnlp.46/
Poster
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks
[ "An, Shengnan", "Ma, Zexiong", "Cai, Siqi", "Lin, Zeqi", "Zheng, Nanning", "Lou, Jian-Guang", "Chen, Weizhu" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.47
https://aclanthology.org/2024.findings-emnlp.47/
Poster
Temporal Cognitive Tree: A Hierarchical Modeling Approach for Event Temporal Relation Extraction
[ "Ning, Wanting", "Li, Lishuang", "Qin, Xueyang", "Feng, Yubo", "Tang, Jingyao" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.48
https://aclanthology.org/2024.findings-emnlp.48/
Poster
2410.04199
LongGenBench: Long-context Generation Benchmark
[ "Liu, Xiang", "Dong, Peijie", "Hu, Xuming", "Chu, Xiaowen" ]
https://huggingface.co/papers/2410.04199
[ "https://github.com/dominic789654/longgenbench" ]
[]
[]
[]
EMNLP2024
findings-emnlp.49
https://aclanthology.org/2024.findings-emnlp.49/
Poster
2405.14431
RaFe: Ranking Feedback Improves Query Rewriting for RAG
[ "Mao, Shengyu", "Jiang, Yong", "Chen, Boli", "Li, Xiao", "Wang, Peng", "Wang, Xinyu", "Xie, Pengjun", "Huang, Fei", "Chen, Huajun", "Zhang, Ningyu" ]
https://huggingface.co/papers/2405.14431
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.50
https://aclanthology.org/2024.findings-emnlp.50/
Poster
2402.17505
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
[ "Ren, Ruiyang", "Qiu, Peng", "Qu, Yingqi", "Liu, Jing", "Zhao, Xin", "Wu, Hua", "Wen, Ji-Rong", "Wang, Haifeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.51
https://aclanthology.org/2024.findings-emnlp.51/
Poster
2403.19181
Make Large Language Model a Better Ranker
[ "Chao, Wen-Shuo", "Zheng, Zhi", "Zhu, Hengshu", "Liu, Hao" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.52
https://aclanthology.org/2024.findings-emnlp.52/
Poster
2407.13297
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning
[ "Imperial, Joseph Marvin", "Tayyar Madabushi, Harish" ]
[ "https://github.com/imperialite/specialex" ]
[]
[]
[]
EMNLP2024
findings-emnlp.53
https://aclanthology.org/2024.findings-emnlp.53/
Poster
2405.16334
Devil's Advocate: Anticipatory Reflection for LLM Agents
[ "Wang, Haoyu", "Li, Tao", "Deng, Zhiwei", "Roth, Dan", "Li, Yang" ]
https://huggingface.co/papers/2405.16334
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.54
https://aclanthology.org/2024.findings-emnlp.54/
Poster
2403.01216
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access
[ "Su, Jiayuan", "Luo, Jing", "Wang, Hongwei", "Cheng, Lu" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.55
https://aclanthology.org/2024.findings-emnlp.55/
Poster
Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly
[ "Zhang, Shuoming", "Zhao, Jiacheng", "Xia, Chunwei", "Wang, Zheng", "Chen, Yunji", "Cui, Huimin" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.56
https://aclanthology.org/2024.findings-emnlp.56/
Poster
2403.03419
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
[ "Duan, Shitong", "Yi, Xiaoyuan", "Zhang, Peng", "Liu, Yan", "Liu, Zheng", "Lu, Tun", "Xie, Xing", "Gu, Ning" ]
https://huggingface.co/papers/2403.03419
[ "https://github.com/hiyouga/llama-factory" ]
[ "Justinrune/LLaMA-Factory", "smarttang/blingsec" ]
[ "sunatte/txt2sql", "MachoMaheen/devdock4bit" ]
[]
EMNLP2024