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EMNLP - 2024
Total Papers:- 1451
Total Papers accross all years:- 12236
Total Citations :- 0
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Multi-LogiEval: Towards Evaluating Multi-Step Logical Reasoning Ability of Large Language Models
Nisarg Patel |
Mohith Kulkarni |
Mihir Parmar |
Aashna Budhiraja |
Mutsumi Nakamura |
Neeraj Varshney |
Chitta Baral |
Model Balancing Helps Low-data Training and Fine-tuning
Zihang Liu |
Yuanzhe Hu |
Tianyu Pang |
Yefan Zhou |
Pu Ren |
Yaoqing Yang |
Instruction-Driven Game Engine: A Poker Case Study
Hongqiu Wu |
Xingyuan Liu |
Yan Wang |
Hai Zhao |
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
Hasan Iqbal |
Yuxia Wang |
Minghan Wang |
Georgi Nenkov Georgiev |
Jiahui Geng |
Iryna Gurevych |
Preslav Nakov |
Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification
Pinyi Zhang |
Jingyang Chen |
Junchen Shen |
Zijie Zhai |
Ping Li |
Jie Zhang |
Kai Zhang |
Can Language Models Induce Grammatical Knowledge from Indirect Evidence?
Miyu Oba |
Yohei Oseki |
Akiyo Fukatsu |
Akari Haga |
Hiroki Ouchi |
Taro Watanabe |
Saku Sugawara |
Scaling Parameter-Constrained Language Models with Quality Data
Ernie Chang |
Matteo Paltenghi |
Yang Li |
Pin-Jie Lin |
Changsheng Zhao |
Patrick Huber |
Zechun Liu |
Rastislav Rabatin |
Yangyang Shi |
Vikas Chandra |
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism
Anhao Zhao |
Fanghua Ye |
Jinlan Fu |
Xiaoyu Shen |
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
Yougang Lyu |
Lingyong Yan |
Shuaiqiang Wang |
Haibo Shi |
Dawei Yin |
Pengjie Ren |
Zhumin Chen |
Maarten de Rijke |
Zhaochun Ren |
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
Md Tahmid Rahman Laskar |
Sawsan Alqahtani |
M Saiful Bari |
Mizanur Rahman |
Mohammad Abdullah Matin Khan |
Haidar Khan |
Israt Jahan |
Amran Bhuiyan |
Chee Wei Tan |
Md Rizwan Parvez |
Enamul Hoque |
Shafiq Joty |
Jimmy Huang |
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models
Jinghan He |
Haiyun Guo |
Kuan Zhu |
Zihan Zhao |
Ming Tang |
Jinqiao Wang |
Red Teaming Language Models for Processing Contradictory Dialogues
Xiaofei Wen |
Bangzheng Li |
Tenghao Huang |
Muhao Chen |
Aligning Language Models to Explicitly Handle Ambiguity
Hyuhng Joon Kim |
Youna Kim |
Cheonbok Park |
Junyeob Kim |
Choonghyun Park |
Kang Min Yoo |
Sang-goo Lee |
Taeuk Kim |
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
Seungwhan Moon |
Andrea Madotto |
Zhaojiang Lin |
Tushar Nagarajan |
Matt Smith |
Shashank Jain |
Chun-Fu Yeh |
Prakash Murugesan |
Peyman Heidari |
Yue Liu |
Kavya Srinet |
Babak Damavandi |
Anuj Kumar |
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases
Jiajie Zhang |
Shulin Cao |
Linmei Hu |
Ling Feng |
Lei Hou |
Juanzi Li |
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