Papers
CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions
Mourad Heddaya, Kyle MacMillan, Hongyuan Mei et al.
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models
Artem Kirsanov, Chi-Ning Chou, Kyunghyun Cho et al.
Open Domain Question Answering with Conflicting Contexts
Siyi Liu, Qiang Ning, Kishaloy Halder et al.
Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?
Crystina Zhang, Jing Lu, Vinh Q. Tran et al.
Evaluating Vision-Language Models for Emotion Recognition
Sree Bhattacharyya, James Z. Wang
RewardBench: Evaluating Reward Models for Language Modeling
Nathan Lambert, Valentina Pyatkin, Jacob Morrison et al.
Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
Chenyu Wang, Weichao Zhou, Shantanu Ghosh et al.
PairScale: Analyzing Attitude Change with Pairwise Comparisons
Rupak Sarkar, Patrick Y. Wu, Kristina Miler et al.
BioEL: A Comprehensive Python Package for Biomedical Entity Linking
Prasanth Bathala, Christophe Ye, Batuhan Nursal et al.
Synthetic Audio Helps for Cognitive State Tasks
Adil Soubki, John Murzaku, Peter Zeng et al.
Data Poisoning for In-context Learning
Pengfei He, Han Xu, Yue Xing et al.
How much do contextualized representations encode long-range context?
Simeng Sun, Cheng-Ping Hsieh
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases
Santosh T.y.s.s, Isaac Misael Olguín Nolasco, Matthias Grabmair
MAiDE-up: Multilingual Deception Detection of AI-generated Hotel Reviews
Oana Ignat, Xiaomeng Xu, Rada Mihalcea
Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Models
Aashiq Muhamed, Mona T. Diab, Virginia Smith
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
Gaurav Sahu, Olga Vechtomova, Issam H. Laradji
Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs
David Ifeoluwa Adelani, A. Seza Doğruöz, Iyanuoluwa Shode et al.
LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu et al.
From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis
Moritz Plenz, Philipp Heinisch, Janosch Gehring et al.
On the Impacts of Contexts on Repository-Level Code Generation
Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
Zhiwen Ruan, Yixia Li, He Zhu et al.
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation
Takyoung Kim, Kyungjae Lee, Young Rok Jang et al.
Token Weighting for Long-Range Language Modeling
Falko Helm, Nico Daheim, Iryna Gurevych
AdParaphrase: Paraphrase Dataset for Analyzing Linguistic Features toward Generating Attractive Ad Texts
Soichiro Murakami, Peinan Zhang, Hidetaka Kamigaito et al.