Papers
ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication
Mayank Jobanputra, Alisa Kovtunova, Brisca Balthes et al.
Social Bias in Popular Question-Answering Benchmarks
Angelie Kraft, Judith Simon, Sonja Schimmler
Mitigating Label Length Bias in Large Language Models
Mario Sanz-Guerrero, Katharina von der Wense
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral et al.
Ability Transfer Through Language Mixing
Petr Hyner, Jan Mrógala, Jan Hula
Optimizing the Arrangement of Citations in Related Work Section
Masashi Oshika, Ryohei Sasano
Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data
Hao Xiong, Chuanyuan Tan, Wenliang Chen
Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration
Yuki Hirota, Ryuichiro Higashinaka
A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP
Shinnosuke Ono, Issey Sukeda, Takuro Fujii et al.
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen et al.
SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing
Adiba Ibnat Hossain, Sagnik Ray Choudhury, Hamed Alhoori
Observing Micromotives and Macrobehavior of Large Language Models
Yuyang Cheng, Xingwei Qu, Tomas Goldsack et al.
Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models
Ai Ishii, Naoya Inoue, Hisami Suzuki et al.
Quantifying Phonosemantic Iconicity Distributionally in 6 Languages
George Flint, Kaustubh Kislay
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos
Junwen Mo, MinhDuc Vo, Hideki Nakayama
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions
Wesley Scivetti, Melissa Torgbi, Mollie Shichman et al.
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference
Divya Jyoti Bajpai, Manjesh Kumar Hanawal
On the Convergence of Moral Self-Correction in Large Language Models
Guangliang Liu, Haitao Mao, Bochuan Cao et al.
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
Wenyu Zhang, Yingxu He, Geyu Lin et al.
EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels
Wan Jou She, Lis Pereira, Fei Cheng et al.
Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models
Hirohane Takagi, Gouki Minegishi, Shota Kizawa et al.
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules?
Congfeng Cao, Zhi Zhang, Jelke Bloem et al.
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews
Kaiwen Guo, Yimeng Wu
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length?
Celine Lee, Alexander M Rush, Keyon Vafa
Generate but Verify: Answering with Faithfulness in RAG-based Question Answering
Simone Filice, Elad Haramaty, Guy Horowitz et al.