Papers
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
Ruohong Zhang, Liangke Gui, Zhiqing Sun et al.
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs
Nitay Calderon, Roi Reichart
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun, James Jialun Zhao, Wenjing Han et al.
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness
Yoo Yeon Sung, Maharshi Gor, Eve Fleisig et al.
UFO: A UI-Focused Agent for Windows OS Interaction
Chaoyun Zhang, Liqun Li, Shilin He et al.
WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions
Tao Zhang, Yige Wang, Hangyu Zhu et al.
An LLM-Based Approach for Insight Generation in Data Analysis
Alberto Sánchez Pérez, Alaa Boukhary, Paolo Papotti et al.
ALiiCE: Evaluating Positional Fine-grained Citation Generation
Yilong Xu, Jinhua Gao, Xiaoming Yu et al.
PeerQA: A Scientific Question Answering Dataset from Peer Reviews
Tim Baumgärtner, Ted Briscoe, Iryna Gurevych
Aligning Sentence Simplification with ESL Learner’s Proficiency for Language Acquisition
Guanlin Li, Yuki Arase, Noel Crespi
MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections
Nishant Balepur, Alexa Siu, Nedim Lipka et al.
Fingerspelling within Sign Language Translation
Garrett Tanzer
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
Tingchen Fu, Yupeng Hou, Julian McAuley et al.
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks
Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee et al.
The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals
Xiaofeng Wu, Karl Stratos, Wei Xu
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
Do Xuan Long, Ngoc-Hai Nguyen, Tiviatis Sim et al.
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
Nandan Thakur, Suleman Kazi, Ge Luo et al.
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu et al.
The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design
Artem Snegirev, Maria Tikhonova, Maksimova Anna et al.
MAD Speech: Measures of Acoustic Diversity of Speech
Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi et al.
What the #?*!: Disentangling Hate Across Target Identities
Yiping Jin, Leo Wanner, Aneesh Moideen Koya
ALTER: Augmentation for Large-Table-Based Reasoning
Han Zhang, Yuheng Ma, Hanfang Yang
Instantly Learning Preference Alignment via In-context DPO
Feifan Song, Yuxuan Fan, Xin Zhang et al.
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
Xiangyan Liu, Bo Lan, Zhiyuan Hu et al.
Improving Retrospective Language Agents via Joint Policy Gradient Optimization
Xueyang Feng, Bo Lan, Quanyu Dai et al.