Datasets:
IAMJB
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paper_conference_aggregate

Dataset card Data Studio Files
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findings-emnlp.757
https://aclanthology.org/2024.findings-emnlp.757/
Poster
More Bang for your Context: Virtual Documents for Question Answering over Long Documents
[ "Mass, Yosi", "Carmeli, Boaz", "Yehudai, Asaf", "Toledo, Assaf", "Mills, Nathaniel" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.758
https://aclanthology.org/2024.findings-emnlp.758/
Poster
2407.13141
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression
[ "Gulati, Aryan", "Dong, Xingjian", "Hurtado, Carlos", "Shekkizhar, Sarath", "Swayamdipta, Swabha", "Ortega, Antonio" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.759
https://aclanthology.org/2024.findings-emnlp.759/
Poster
2407.02233
Synthetic Multimodal Question Generation
[ "Wu, Ian", "Jayanthi, Sravan", "Viswanathan, Vijay", "Rosenberg, Simon", "Pakazad, Sina Khoshfetrat", "Wu, Tongshuang", "Neubig, Graham" ]
https://huggingface.co/papers/2407.02233
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.760
https://aclanthology.org/2024.findings-emnlp.760/
Poster
Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures
[ "Ganeeva, Veronika", "Sakhovskiy, Andrey", "Khrabrov, Kuzma", "Savchenko, Andrey", "Kadurin, Artur", "Tutubalina, Elena" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.761
https://aclanthology.org/2024.findings-emnlp.761/
Poster
2410.15262
HyQE: Ranking Contexts with Hypothetical Query Embeddings
[ "Zhou, Weichao", "Zhang, Jiaxin", "Hasson, Hilaf", "Singh, Anu", "Li, Wenchao" ]
[ "https://github.com/zwc662/hyqe" ]
[]
[]
[]
EMNLP2024
findings-emnlp.762
https://aclanthology.org/2024.findings-emnlp.762/
Poster
2406.14563
Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
[ "Hammoud, Hasan Abed Al Kader", "Michieli, Umberto", "Pizzati, Fabio", "Torr, Philip", "Bibi, Adel", "Ghanem, Bernard", "Ozay, Mete" ]
https://huggingface.co/papers/2406.14563
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.763
https://aclanthology.org/2024.findings-emnlp.763/
Poster
Large Language Models Are Challenged by Habitat-Centered Reasoning
[ "Ghaffari, Sadaf", "Krishnaswamy, Nikhil" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.764
https://aclanthology.org/2024.findings-emnlp.764/
Poster
2407.00369
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models
[ "Lee, Jaeyoung", "Lu, Ximing", "Hessel, Jack", "Brahman, Faeze", "Yu, Youngjae", "Bisk, Yonatan", "Choi, Yejin", "Gabriel, Saadia" ]
https://huggingface.co/papers/2407.00369
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.765
https://aclanthology.org/2024.findings-emnlp.765/
Poster
2305.14328
Benchmarking Machine Translation with Cultural Awareness
[ "Yao, Binwei", "Jiang, Ming", "Bobinac, Tara", "Yang, Diyi", "Hu, Junjie" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.766
https://aclanthology.org/2024.findings-emnlp.766/
Poster
2312.12683
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?
[ "Kew, Tannon", "Schottmann, Florian", "Sennrich, Rico" ]
https://huggingface.co/papers/2312.12683
[ "https://github.com/zurichnlp/multilingual-instruction-tuning" ]
[]
[]
[ "ZurichNLP/mlit-guanaco", "ZurichNLP/mlit-alpaca-eval" ]
EMNLP2024
findings-emnlp.767
https://aclanthology.org/2024.findings-emnlp.767/
Poster
2410.10141
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
[ "Ouyang, Siru", "Wang, Shuohang", "Jiang, Minhao", "Zhong, Ming", "Yu, Donghan", "Han, Jiawei", "Shen, Yelong" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.768
https://aclanthology.org/2024.findings-emnlp.768/
Poster
2410.01953
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
[ "Lin, I-Fan", "Hasibi, Faegheh", "Verberne, Suzan" ]
[ "https://github.com/tom192180/Generate_then_Refine" ]
[]
[]
[]
EMNLP2024
findings-emnlp.769
https://aclanthology.org/2024.findings-emnlp.769/
Poster
2410.01154
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting
[ "Liu, Siyi", "Li, Yang", "Li, Jiang", "Yang, Shan", "Lan, Yunshi" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.770
https://aclanthology.org/2024.findings-emnlp.770/
Poster
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs
[ "Zmigrod, Ran", "Shetty, Pranav", "Sibue, Mathieu", "Ma, Zhiqiang", "Nourbakhsh, Armineh", "Liu, Xiaomo", "Veloso, Manuela" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.771
https://aclanthology.org/2024.findings-emnlp.771/
Poster
2406.12277
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models
[ "Zhao, Xin", "Yoshinaga, Naoki", "Oba, Daisuke" ]
https://huggingface.co/papers/2406.12277
[ "" ]
[]
[]
[ "iszhaoxin/MyriadLAMA" ]
EMNLP2024
findings-emnlp.772
https://aclanthology.org/2024.findings-emnlp.772/
Poster
2407.07565
On Leakage of Code Generation Evaluation Datasets
[ "Matton, Alex", "re", "Sherborne, Tom", "Aumiller, Dennis", "Tommasone, Elena", "Alizadeh, Milad", "He, Jingyi", "Ma, Raymond", "Voisin, Maxime", "Gilsenan-McMahon, Ellen", "Gall{\\'e}, Matthias" ]
https://huggingface.co/papers/2407.07565
[ "" ]
[]
[]
[ "CohereForAI/lbpp" ]
EMNLP2024
findings-emnlp.773
https://aclanthology.org/2024.findings-emnlp.773/
Poster
2408.05977
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI
[ "Schirmer, Miriam", "Leemann, Tobias", "Kasneci, Gjergji", "Pfeffer, J{\\\"u}rgen", "Jurgens, David" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.774
https://aclanthology.org/2024.findings-emnlp.774/
Poster
2410.06328
Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework
[ "Aswani, Krishna", "Lu, Huilin", "Patankar, Pranav", "Dhalwani, Priya", "Tan, Xue", "Ganeshmohan, Jayant", "Lacasse, Simon" ]
https://huggingface.co/papers/2410.06328
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.775
https://aclanthology.org/2024.findings-emnlp.775/
Poster
2411.02712
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization
[ "Xie, Yuxi", "Li, Guanzhen", "Xu, Xiao", "Kan, Min-Yen" ]
[ "https://github.com/yuxixie/v-dpo" ]
[]
[]
[]
EMNLP2024
findings-emnlp.776
https://aclanthology.org/2024.findings-emnlp.776/
Poster
2406.10880
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR
[ "Wang, Minghan", "Wang, Yuxia", "Vu, Thuy-Trang", "Shareghi, Ehsan", "Haf, Reza" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.777
https://aclanthology.org/2024.findings-emnlp.777/
Poster
2408.04614
Better Alignment with Instruction Back-and-Forth Translation
[ "Nguyen, Thao", "Li, Jeffrey", "Oh, Sewoong", "Schmidt, Ludwig", "Weston, Jason E", "Zettlemoyer, Luke", "Li, Xian" ]
https://huggingface.co/papers/2408.04614
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.778
https://aclanthology.org/2024.findings-emnlp.778/
Poster
AliGATr: Graph-based layout generation for form understanding
[ "Nourbakhsh, Armineh", "Jin, Zhao", "Parekh, Siddharth", "Shah, Sameena", "Rose, Carolyn" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.779
https://aclanthology.org/2024.findings-emnlp.779/
Poster
2410.05559
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
[ "Meng, Tao", "Mehrabi, Ninareh", "Goyal, Palash", "Ramakrishna, Anil", "Galstyan, Aram", "Zemel, Richard", "Chang, Kai-Wei", "Gupta, Rahul", "Peris, Charith" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.780
https://aclanthology.org/2024.findings-emnlp.780/
Poster
2409.19242
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement
[ "Mondal, Ishani", "Li, Zongxia", "Hou, Yufang", "Natarajan, An", "havelu", "Garimella, Aparna", "Boyd-Graber, Jordan Lee" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.781
https://aclanthology.org/2024.findings-emnlp.781/
Poster
2406.15586
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
[ "Horvitz, Zachary", "Patel, Ajay", "Singh, Kanishk", "Callison-Burch, Chris", "McKeown, Kathleen", "Yu, Zhou" ]
https://huggingface.co/papers/2406.15586
[ "https://github.com/zacharyhorvitz/tinystyler" ]
[]
[]
[]
EMNLP2024
findings-emnlp.782
https://aclanthology.org/2024.findings-emnlp.782/
Poster
2406.11065
Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?
[ "Lin, Guan-Ting", "Lee, Hung-yi" ]
[ "https://github.com/DanielLin94144/Emphasized-Talk" ]
[]
[]
[]
EMNLP2024
findings-emnlp.783
https://aclanthology.org/2024.findings-emnlp.783/
Poster
2407.02333
Why do LLaVA Vision-Language Models Reply to Images in English?
[ "Hinck, Musashi", "Holtermann, Carolin", "Olson, Matthew Lyle", "Schneider, Florian", "Yu, Sungduk", "Bhiw", "iwalla, Anahita", "Lauscher, Anne", "Tseng, Shao-Yen", "Lal, Vasudev" ]
https://huggingface.co/papers/2407.02333
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.784
https://aclanthology.org/2024.findings-emnlp.784/
Poster
2406.16235
Preference Tuning For Toxicity Mitigation Generalizes Across Languages
[ "Li, Xiaochen", "Yong, Zheng Xin", "Bach, Stephen" ]
https://huggingface.co/papers/2406.16235
[ "https://github.com/batsresearch/cross-lingual-detox" ]
[]
[ "BatsResearch/mGPT-detox", "BatsResearch/llama3-8b-detox-qlora", "BatsResearch/llama2-7b-detox-qlora", "BatsResearch/bloom-7b1-detox-qlora", "BatsResearch/aya-23-8b-detox-qlora", "BatsResearch/bloom-1b7-detox" ]
[]
EMNLP2024
findings-emnlp.785
https://aclanthology.org/2024.findings-emnlp.785/
Poster
2402.06544
Calibrating Long-form Generations From Large Language Models
[ "Huang, Yukun", "Liu, Yixin", "Thirukovalluru, Raghuveer", "Cohan, Arman", "Dhingra, Bhuwan" ]
[ "https://github.com/kkkevinkkkkk/calibration" ]
[]
[]
[]
EMNLP2024
findings-emnlp.786
https://aclanthology.org/2024.findings-emnlp.786/
Poster
2409.16627
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation
[ "Wang, Yueqi", "Yue, Zhenrui", "Zeng, Huimin", "Wang, Dong", "McAuley, Julian" ]
https://huggingface.co/papers/2409.16627
[ "https://github.com/yueqirex/fmrlrec" ]
[]
[]
[]
EMNLP2024
findings-emnlp.787
https://aclanthology.org/2024.findings-emnlp.787/
Poster
2407.11722
Exploring Quantization for Efficient Pre-Training of Transformer Language Models
[ "Chitsaz, Kamran", "Fournier, Quentin", "Mordido, Goncalo", "Ch", "ar, Sarath" ]
[ "https://github.com/chandar-lab/efficientllms" ]
[]
[]
[]
EMNLP2024
findings-emnlp.788
https://aclanthology.org/2024.findings-emnlp.788/
Poster
2406.13092
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding
[ "Sun, Yidan", "Yu, Jianfei", "Li, Boyang" ]
[ "https://github.com/insundaycathy/m-symon" ]
[]
[]
[]
EMNLP2024
findings-emnlp.789
https://aclanthology.org/2024.findings-emnlp.789/
Poster
MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans?
[ "Li, Guanzhen", "Xie, Yuxi", "Kan, Min-Yen" ]
[ "https://github.com/guanzhenli/mvp-bench" ]
[]
[]
[]
EMNLP2024
findings-emnlp.790
https://aclanthology.org/2024.findings-emnlp.790/
Poster
Topic Modeling: Contextual Token Embeddings Are All You Need
[ "Angelov, Dimo", "Inkpen, Diana" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.791
https://aclanthology.org/2024.findings-emnlp.791/
Poster
2402.11035
Dense Passage Retrieval: Is it Retrieving?
[ "Reichman, Benjamin", "Heck, Larry" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.792
https://aclanthology.org/2024.findings-emnlp.792/
Poster
2410.03145
Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback
[ "Kim, Kyuyoung", "Seo, Ah Jeong", "Liu, Hao", "Shin, Jinwoo", "Lee, Kimin" ]
[ "https://github.com/kykim0/margin-matching-pref-opt" ]
[]
[]
[]
EMNLP2024
findings-emnlp.793
https://aclanthology.org/2024.findings-emnlp.793/
Poster
AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks
[ "Uemura, Kosei", "Chen, Mahe", "Pejovic, Alex", "Maduabuchi, Chika", "Sun, Yifei", "Lee, En-Shiun Annie" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.794
https://aclanthology.org/2024.findings-emnlp.794/
Poster
LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems
[ "Yu, Jiong", "Wu, Sixing", "Chen, Jiahao", "Zhou, Wei" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.795
https://aclanthology.org/2024.findings-emnlp.795/
Poster
2403.09724
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs
[ "Dammu, Preetam Prabhu Srikar", "Naidu, Himanshu", "Dewan, Mouly", "Kim, YoungMin", "Roosta, Tanya", "Chadha, Aman", "Shah, Chirag" ]
https://huggingface.co/papers/2403.09724
[ "" ]
[]
[ "preetam7/ClaimVer_Gemma-2B-Chat", "preetam7/ClaimVer_Gemma-7B-Chat", "preetam7/ClaimVer_LLaMA3-8B-Chat", "preetam7/ClaimVer_Mistral-7B-v0.3-Chat", "preetam7/ClaimVer_Phi3-4B-4k-Chat", "preetam7/ClaimVer_SOLAR-10.7B-Chat", "preetam7/ClaimVer_Vicuna1.5-7B-Chat", "preetam7/ClaimVer_Zephyr-7B-Beta-Chat" ]
[ "preetam7/ClaimVer" ]
EMNLP2024
findings-emnlp.796
https://aclanthology.org/2024.findings-emnlp.796/
Poster
Empirical Prior for Text Autoencoders
[ "Yin, Yongjing", "Gao, Wenyang", "Wu, Haodong", "Yan, Jianhao", "Zhang, Yue" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.797
https://aclanthology.org/2024.findings-emnlp.797/
Poster
2402.05000
Pedagogical Alignment of Large Language Models
[ "Sonkar, Shashank", "Ni, Kangqi", "Chaudhary, Sapana", "Baraniuk, Richard" ]
https://huggingface.co/papers/2402.05000
[ "https://github.com/luffycodes/tutorbot-spock" ]
[]
[ "kangqi-ni/Mistral-7B-Instruct-v0.1_bio-tutor_dpo", "kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_dpo", "kangqi-ni/zephyr-7b-beta_bio-tutor_dpo", "kangqi-ni/zephyr-7b-beta_bio-tutor_sft", "kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_sft", "kangqi-ni/Llama-3.1-8B-Instruct_bio-tutor_dpo", "kangqi-ni/Llama-3.1-8B-Instruct_bio-tutor_sft", "kangqi-ni/Llama-3.1-8b-Instruct_bio-tutor_kto", "kangqi-ni/Mistral-7B-Instruct-v0.2_bio-tutor_kto", "kangqi-ni/zephyr-7b-beta_bio-tutor_kto" ]
[]
EMNLP2024
findings-emnlp.798
https://aclanthology.org/2024.findings-emnlp.798/
Poster
2403.12242
Reference-based Metrics Disprove Themselves in Question Generation
[ "Nguyen, Bang", "Yu, Mengxia", "Huang, Yun", "Jiang, Meng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.799
https://aclanthology.org/2024.findings-emnlp.799/
Poster
Regression Aware Inference with LLMs
[ "Lukasik, Michal", "Narasimhan, Harikrishna", "Menon, Aditya Krishna", "Yu, Felix", "Kumar, Sanjiv" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.800
https://aclanthology.org/2024.findings-emnlp.800/
Poster
R^3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
[ "Zhou, Yuhang", "He, Yu", "Tian, Siyu", "Ni, Yuchen", "Yin, Zhangyue", "Liu, Xiang", "Ji, Chuanjun", "Liu, Sen", "Qiu, Xipeng", "Ye, Guangnan", "Chai, Hongfeng" ]
[ "https://github.com/zhiqix/nl2gql" ]
[]
[]
[]
EMNLP2024
findings-emnlp.801
https://aclanthology.org/2024.findings-emnlp.801/
Poster
Updating Large Language Models' Memories with Time Constraints
[ "Wu, Xin", "Bu, Yuqi", "Cai, Yi", "Wang, Tao" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.802
https://aclanthology.org/2024.findings-emnlp.802/
Poster
2404.05182
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model
[ "Gao, Chao", "Zhang, Sai Qian" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.803
https://aclanthology.org/2024.findings-emnlp.803/
Poster
2407.21659
Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models
[ "Xu, Yue", "Qi, Xiuyuan", "Qin, Zhan", "Wang, Wenjie" ]
[ "https://github.com/pandragonxiii/cider" ]
[]
[]
[]
EMNLP2024
findings-emnlp.804
https://aclanthology.org/2024.findings-emnlp.804/
Poster
2410.20019
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions
[ "Thota, Poojitha", "Nilizadeh, Shirin" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.805
https://aclanthology.org/2024.findings-emnlp.805/
Poster
2409.13920
One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks
[ "Nehrdich, Sebastian", "Hellwig, Oliver", "Keutzer, Kurt" ]
[ "https://github.com/sebastian-nehrdich/byt5-sanskrit-analyzers" ]
[]
[]
[]
EMNLP2024
findings-emnlp.806
https://aclanthology.org/2024.findings-emnlp.806/
Poster
2404.11968
NALA: an Effective and Interpretable Entity Alignment Method
[ "Xu, Chuanhao", "Cheng, Jingwei", "Zhang, Fu" ]
[ "https://github.com/13998151318/nala" ]
[]
[]
[]
EMNLP2024
findings-emnlp.807
https://aclanthology.org/2024.findings-emnlp.807/
Poster
2410.15511
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation
[ "Roy, Kashob Kumar", "Akash, Pritom Saha", "Chang, Kevin Chen-Chuan", "Popa, Lucian" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.808
https://aclanthology.org/2024.findings-emnlp.808/
Poster
2403.04224
Aligners: Decoupling LLMs and Alignment
[ "Ngweta, Lilian", "Agarwal, Mayank", "Maity, Subha", "Gittens, Alex", "Sun, Yuekai", "Yurochkin, Mikhail" ]
https://huggingface.co/papers/2403.04224
[ "https://github.com/lilianngweta/aligners-and-inspectors" ]
[]
[ "lilianngweta/ethical-aligner-7B" ]
[ "lilianngweta/aligners-datasets" ]
EMNLP2024
findings-emnlp.809
https://aclanthology.org/2024.findings-emnlp.809/
Poster
2410.06089
TOWER: Tree Organized Weighting for Evaluating Complex Instructions
[ "Ziems, Noah", "Zhang, Zhihan", "Jiang, Meng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.810
https://aclanthology.org/2024.findings-emnlp.810/
Poster
Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information
[ "Zhang, Guobiao", "Peng, Xueping", "Shen, Tao", "Long, Guodong", "Si, Jiasheng", "Qin, Libo", "Lu, Wenpeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.811
https://aclanthology.org/2024.findings-emnlp.811/
Poster
2410.08661
QEFT: Quantization for Efficient Fine-Tuning of LLMs
[ "Lee, Changhun", "Jin, Jun-gyu", "Cho, YoungHyun", "Park, Eunhyeok" ]
https://huggingface.co/papers/2410.08661
[ "https://github.com/xvyaward/qeft" ]
[]
[]
[]
EMNLP2024
findings-emnlp.812
https://aclanthology.org/2024.findings-emnlp.812/
Poster
Skills-in-Context: Unlocking Compositionality in Large Language Models
[ "Chen, Jiaao", "Pan, Xiaoman", "Yu, Dian", "Song, Kaiqiang", "Wang, Xiaoyang", "Yu, Dong", "Chen, Jianshu" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.813
https://aclanthology.org/2024.findings-emnlp.813/
Poster
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers
[ "Li, Xirui", "Wang, Ruochen", "Cheng, Minhao", "Zhou, Tianyi", "Hsieh, Cho-Jui" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.814
https://aclanthology.org/2024.findings-emnlp.814/
Poster
Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
[ "Zhao, Yutian", "Wang, Huimin", "Liu, Yuqi", "Suhuang, Wu", "Wu, Xian", "Zheng, Yefeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.815
https://aclanthology.org/2024.findings-emnlp.815/
Poster
2408.09667
BLADE: Benchmarking Language Model Agents for Data-Driven Science
[ "Gu, Ken", "Shang, Ruoxi", "Jiang, Ruien", "Kuang, Keying", "Lin, Richard-John", "Lyu, Donghe", "Mao, Yue", "Pan, Youran", "Wu, Teng", "Yu, Jiaqian", "Zhang, Yikun", "Zhang, Tianmai M.", "Zhu, Lanyi", "Merrill, Mike A", "Heer, Jeffrey", "Althoff, Tim" ]
[ "https://github.com/behavioral-data/blade" ]
[]
[]
[]
EMNLP2024
findings-emnlp.816
https://aclanthology.org/2024.findings-emnlp.816/
Poster
Phonetic and Lexical Discovery of Canine Vocalization
[ "Wang, Theron S.", "Li, Xingyuan", "Zhang, Chunhao", "Wu, Mengyue", "Zhu, Kenny Q." ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.817
https://aclanthology.org/2024.findings-emnlp.817/
Poster
2409.18622
Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech
[ "Kim, Youngjae", "Jeon, Yejin", "Lee, Gary" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.818
https://aclanthology.org/2024.findings-emnlp.818/
Poster
2402.14086
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
[ "Yong, Zheng Xin", "Menghini, Cristina", "Bach, Stephen" ]
https://huggingface.co/papers/2402.14086
[ "https://github.com/BatsResearch/LexC-Gen" ]
[]
[]
[ "BatsResearch/NusaX-senti-LexC-Gen", "BatsResearch/sib200-LexC-Gen" ]
EMNLP2024
findings-emnlp.819
https://aclanthology.org/2024.findings-emnlp.819/
Poster
2406.17232
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
[ "Chuang, Yun-Shiuan", "Nirunwiroj, Krirk", "Studdiford, Zach", "Goyal, Agam", "Frigo, Vincent V.", "Yang, Sijia", "Shah, Dhavan V.", "Hu, Junjie", "Rogers, Timothy T." ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.820
https://aclanthology.org/2024.findings-emnlp.820/
Poster
2406.07823
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding
[ "Le, Trang", "Lazar, Daniel", "Kim, Suyoun", "Jiang, Shan", "Le, Duc", "Sagar, Adithya", "Livshits, Aleks", "r", "Aly, Ahmed A", "Shrivastava, Akshat" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.821
https://aclanthology.org/2024.findings-emnlp.821/
Poster
2311.09816
Downstream Trade-offs of a Family of Text Watermarks
[ "Ajith, Anirudh", "Singh, Sameer", "Pruthi, Danish" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.822
https://aclanthology.org/2024.findings-emnlp.822/
Poster
2408.13860
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables
[ "Mathur, Suyash Vardhan", "Bafna, Jainit Sushil", "Kartik, Kunal", "Kh", "elwal, Harshita", "Shrivastava, Manish", "Gupta, Vivek", "Bansal, Mohit", "Roth, Dan" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.823
https://aclanthology.org/2024.findings-emnlp.823/
Poster
Representational Isomorphism and Alignment of Multilingual Large Language Models
[ "Wu, Di", "Lei, Yibin", "Yates, Andrew", "Monz, Christof" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.824
https://aclanthology.org/2024.findings-emnlp.824/
Poster
2402.03483
SWAG: Storytelling With Action Guidance
[ "Pei, Jonathan", "Patel, Zeeshan", "El-Refai, Karim", "Li, Tianle" ]
https://huggingface.co/papers/2402.03483
[ "https://github.com/jonnypei/swag-storytelling" ]
[]
[]
[]
EMNLP2024
findings-emnlp.825
https://aclanthology.org/2024.findings-emnlp.825/
Poster
Random Label Forests: An Ensemble Method with Label Subsampling For Extreme Multi-Label Problems
[ "Chen, Sheng-Wei", "Lin, Chih-Jen" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.826
https://aclanthology.org/2024.findings-emnlp.826/
Poster
Active Listening: Personalized Question Generation in Open-Domain Social Conversation with User Model Based Prompting
[ "Bowden, Kevin", "Fan, Yue", "Chen, Winson", "Cui, Wen", "Harrison, Davan", "Wang, Xin Eric", "Walker, Marilyn" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.827
https://aclanthology.org/2024.findings-emnlp.827/
Poster
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
[ "Eom, SooHwan", "Shim, Jay", "Koo, Gwanhyeong", "Na, Haebin", "Hasegawa-Johnson, Mark A.", "Kim, Sungwoong", "Yoo, Chang D." ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.828
https://aclanthology.org/2024.findings-emnlp.828/
Poster
LLM as a metric critic for low resource relation identification
[ "Yang, Zhe", "Huang, Yi", "Chen, Yaqin", "Wu, Xiaoting", "Feng, Junlan", "Deng, Chao" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.829
https://aclanthology.org/2024.findings-emnlp.829/
Poster
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues
[ "Dao, Huy Quang", "Deng, Yang", "Bui, Khanh-Huyen", "Le, Dung D.", "Liao, Lizi" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.830
https://aclanthology.org/2024.findings-emnlp.830/
Poster
2311.09000
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
[ "Wang, Yuxia", "Gangi Reddy, Revanth", "Mujahid, Zain Muhammad", "Arora, Arnav", "Rubashevskii, Aleks", "r", "Geng, Jiahui", "Mohammed Afzal, Osama", "Pan, Liangming", "Borenstein, Nadav", "Pillai, Aditya", "Augenstein, Isabelle", "Gurevych, Iryna", "Nakov, Preslav" ]
https://huggingface.co/papers/2311.09000
[ "https://github.com/yuxiaw/factcheck-gpt" ]
[]
[]
[ "lytang/LLM-AggreFact" ]
EMNLP2024
findings-emnlp.831
https://aclanthology.org/2024.findings-emnlp.831/
Poster
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models
[ "Islam, Shayekh Bin", "Rahman, Md Asib", "Hossain, K S M Tozammel", "Hoque, Enamul", "Joty, Shafiq", "Parvez, Md Rizwan" ]
[ "https://github.com/ShayekhBinIslam/openrag" ]
[]
[]
[]
EMNLP2024
findings-emnlp.832
https://aclanthology.org/2024.findings-emnlp.832/
Poster
2407.03103
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
[ "Lee, Suyeon", "Kim, Sunghwan", "Kim, Minju", "Kang, Dongjin", "Yang, Dongil", "Kim, Harim", "Kang, Minseok", "Jung, Dayi", "Kim, Min Hee", "Lee, Seungbeen", "Chung, Kyong-Mee", "Yu, Youngjae", "Lee, Dongha", "Yeo, Jinyoung" ]
https://huggingface.co/papers/2407.03103
[ "https://github.com/coding-groot/cactus" ]
[]
[]
[ "passing2961/multifaceted-skill-of-mind" ]
EMNLP2024
findings-emnlp.833
https://aclanthology.org/2024.findings-emnlp.833/
Poster
2410.12844
TextLap: Customizing Language Models for Text-to-Layout Planning
[ "Chen, Jian", "Zhang, Ruiyi", "Zhou, Yufan", "Healey, Jennifer", "Gu, Jiuxiang", "Xu, Zhiqiang", "Chen, Changyou" ]
https://huggingface.co/papers/2410.12844
[ "https://github.com/puar-playground/TextLap" ]
[]
[ "puar-playground/TextLap-Graphic", "puar-playground/TextLap-COCO" ]
[]
EMNLP2024
findings-emnlp.834
https://aclanthology.org/2024.findings-emnlp.834/
Poster
2410.17051
Data-driven Coreference-based Ontology Building
[ "Ashury Tahan, Shir", "Cohen, Amir David Nissan", "Cohen, Nadav", "Louzoun, Yoram", "Goldberg, Yoav" ]
[ "https://github.com/shirapp/coreference-based-ontology-building" ]
[]
[]
[]
EMNLP2024
findings-emnlp.835
https://aclanthology.org/2024.findings-emnlp.835/
Poster
2410.08623
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
[ "Christmann, Philipp", "Vakulenko, Svitlana", "Sorodoc, Ionut Teodor", "Byrne, Bill", "de Gispert, Adri{\\`a}" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.836
https://aclanthology.org/2024.findings-emnlp.836/
Poster
2406.13905
Persuasiveness of Generated Free-Text Rationales in Subjective Decisions: A Case Study on Pairwise Argument Ranking
[ "Elaraby, Mohamed", "Litman, Diane", "Li, Xiang Lorraine", "Magooda, Ahmed" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.837
https://aclanthology.org/2024.findings-emnlp.837/
Poster
2410.08469
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP
[ "Kim, Eunji", "Shim, Kyuhong", "Chang, Simyung", "Yoon, Sungroh" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.838
https://aclanthology.org/2024.findings-emnlp.838/
Poster
2407.17023
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models
[ "Marjanovic, Sara Vera", "Yu, Haeun", "Atanasova, Pepa", "Maistro, Maria", "Lioma, Christina", "Augenstein, Isabelle" ]
https://huggingface.co/papers/2407.17023
[ "https://github.com/copenlu/dynamicqa" ]
[]
[]
[ "copenlu/dynamicqa" ]
EMNLP2024
findings-emnlp.839
https://aclanthology.org/2024.findings-emnlp.839/
Poster
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification
[ "Moskovskiy, Daniil", "Pletenev, Sergey", "Panchenko, Alex", "er" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.840
https://aclanthology.org/2024.findings-emnlp.840/
Poster
Efficient Active Learning with Adapters
[ "Galimzianova, Daria", "Sanochkin, Leonid" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.841
https://aclanthology.org/2024.findings-emnlp.841/
Poster
2311.08369
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
[ "Koike, Ryuto", "Kaneko, Masahiro", "Okazaki, Naoaki" ]
[ "https://github.com/ryuryukke/HowYouPromptMatters" ]
[]
[]
[]
EMNLP2024
findings-emnlp.842
https://aclanthology.org/2024.findings-emnlp.842/
Poster
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
[ "Chen, Beiduo", "Wang, Xinpeng", "Peng, Siyao", "Litschko, Robert", "Korhonen, Anna", "Plank, Barbara" ]
[ "https://github.com/mainlp/mjd-estimator" ]
[]
[]
[]
EMNLP2024
findings-emnlp.843
https://aclanthology.org/2024.findings-emnlp.843/
Poster
2403.15115
Language Models in Dialogue: Conversational Maxims for Human-AI Interactions
[ "Miehling, Erik", "Nagireddy, Manish", "Sattigeri, Prasanna", "Daly, Elizabeth M.", "Piorkowski, David", "Richards, John T." ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.844
https://aclanthology.org/2024.findings-emnlp.844/
Poster
2408.15903
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
[ "Chen, Ruirui", "Jiang, Weifeng", "Qin, Chengwei", "Rawal, Ishaan Singh", "Tan, Cheston", "Choi, Dongkyu", "Xiong, Bo", "Ai, Bo" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.845
https://aclanthology.org/2024.findings-emnlp.845/
Poster
2409.17791
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness
[ "Li, Jian", "Huang, Haojing", "Zhang, Yujia", "Xu, Pengfei", "Chen, Xi", "Song, Rui", "Shi, Lida", "Wang, Jingwen", "Xu, Hao" ]
https://huggingface.co/papers/2409.17791
[ "https://github.com/lijian16/spo" ]
[]
[]
[]
EMNLP2024
findings-emnlp.846
https://aclanthology.org/2024.findings-emnlp.846/
Poster
2406.17260
Mitigating Hallucination in Fictional Character Role-Play
[ "Sadeq, Nafis", "Xie, Zhouhang", "Kang, Byungkyu", "Lamba, Prarit", "Gao, Xiang", "McAuley, Julian" ]
[ "https://github.com/nafissadeq/rolefact" ]
[]
[]
[]
EMNLP2024
findings-emnlp.847
https://aclanthology.org/2024.findings-emnlp.847/
Poster
I'm sure you're a real scholar yourself: Exploring Ironic Content Generation by Large Language Models
[ "Balestrucci, Pier Felice", "Casola, Silvia", "Lo, Soda Marem", "Basile, Valerio", "Mazzei, Aless", "ro" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.848
https://aclanthology.org/2024.findings-emnlp.848/
Poster
2409.16909
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
[ "Yang, Wanqi", "Li, Y", "a", "Fang, Meng", "Chen, Ling" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.849
https://aclanthology.org/2024.findings-emnlp.849/
Poster
Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness
[ "Jang, Jin Yea", "Shin, Saim", "Gweon, Gahgene" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.850
https://aclanthology.org/2024.findings-emnlp.850/
Poster
2311.09812
Large Language Models for Propaganda Span Annotation
[ "Hasanain, Maram", "Ahmad, Fatema", "Alam, Firoj" ]
[ "https://github.com/MaramHasanain/llm_prop_annot" ]
[]
[]
[]
EMNLP2024
findings-emnlp.851
https://aclanthology.org/2024.findings-emnlp.851/
Poster
2410.14042
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
[ "Pu, Xiao", "He, Tianxing", "Wan, Xiaojun" ]
[ "" ]
[]
[]
[]
EMNLP2024
findings-emnlp.852
https://aclanthology.org/2024.findings-emnlp.852/
Poster
2410.02185
POSIX: A Prompt Sensitivity Index For Large Language Models
[ "Chatterjee, Anwoy", "Renduchintala, H S V N S Kowndinya", "Bhatia, Sumit", "Chakraborty, Tanmoy" ]
[ "https://github.com/kowndinya-renduchintala/posix" ]
[]
[]
[]
EMNLP2024
findings-emnlp.853
https://aclanthology.org/2024.findings-emnlp.853/
Poster
2406.18921
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
[ "Ran, Yiting", "Wang, Xintao", "Xu, Rui", "Yuan, Xinfeng", "Liang, Jiaqing", "Xiao, Yanghua", "Yang, Deqing" ]
[ "https://github.com/alienet1109/rolepersonality" ]
[]
[]
[]
EMNLP2024
findings-emnlp.854
https://aclanthology.org/2024.findings-emnlp.854/
Poster
2410.10810
Local and Global Decoding in Text Generation
[ "Gareev, Daniel", "Hofmann, Thomas", "Krishnasamy, Ezhilmathi", "Pimentel, Tiago" ]
[ "https://github.com/lowlypalace/global-decoding" ]
[]
[]
[]
EMNLP2024
findings-emnlp.855
https://aclanthology.org/2024.findings-emnlp.855/
Poster
2401.06233
LEGOBench: Scientific Leaderboard Generation Benchmark
[ "Singh, Shruti", "Alam, Shoaib", "Malwat, Husain", "Singh, Mayank" ]
[ "https://github.com/lingo-iitgn/legobench" ]
[]
[]
[]
EMNLP2024
findings-emnlp.856
https://aclanthology.org/2024.findings-emnlp.856/
Poster
H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering
[ "Jiang, Yue", "Guan, Ziyu", "Zhao, Jie", "Zhao, Wei", "Yang, Jiaqi" ]
[ "" ]
[]
[]
[]
EMNLP2024