Papers
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
Andong Chen, Lianzhang Lou, Kehai Chen et al.
Language Models Identify Ambiguities and Exploit Loopholes
Jio Choi, Mohit Bansal, Elias Stengel-Eskin
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions
Liuxuan Jiao, Chen Gao, Yiqian Yang et al.
Convergence and Divergence of Language Models under Different Random Seeds
Finlay Fehlauer, Kyle Mahowald, Tiago Pimentel
OG-RAG: Ontology-grounded retrieval-augmented generation for large language models
Kartik Sharma, Peeyush Kumar, Yunqing Li
SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala
Ashmari Pramodya, Nirasha Nelki, Heshan Shalinda et al.
Planning-Aware Code Infilling via Horizon-Length Prediction
Yifeng Ding, Hantian Ding, Shiqi Wang et al.
SUE: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning
Tamás Ficsor, Gábor Berend
Multilingual Dialogue Generation and Localization with Dialogue Act Scripting
Justin Vasselli, Eunike Andriani Kardinata, Yusuke Sakai et al.
CARE: Multilingual Human Preference Learning for Cultural Awareness
Geyang Guo, Tarek Naous, Hiromi Wakaki et al.
A Text-Based Recommender System that Leverages Explicit Affective State Preferences
Tonmoy Hasan, Razvan Bunescu
From Chat Logs to Collective Insights: Aggregative Question Answering
Wentao Zhang, Woojeong Kim, Yuntian Deng
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning
Gaurav Srivastava, Zhenyu Bi, Meng Lu et al.
Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions
Kilichbek Haydarov, Youssef Mohamed, Emilio Goldenhersch et al.
Controlled Generation for Private Synthetic Text
Zihao Zhao, Anjalie Field
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts
Marc Felix Brinner, Sina Zarrieß
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking
Anton Korikov, Pan Du, Scott Sanner et al.
MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
Justin Chen, Archiki Prasad, Swarnadeep Saha et al.
ThinkSLM: Towards Reasoning in Small Language Models
Gaurav Srivastava, Shuxiang Cao, Xuan Wang
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning
Chan Young Park, Jillian Fisher, Marius Memmel et al.
Discursive Circuits: How Do Language Models Understand Discourse Relations?
Yisong Miao, Min-Yen Kan
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models
Alex Laitenberger, Christopher D Manning, Nelson F. Liu
VISaGE: Understanding Visual Generics and Exceptions
Stella Frank, Emily Allaway
The Impact of Language Mixing on Bilingual LLM Reasoning
Yihao Li, Jiayi Xin, Miranda Muqing Miao et al.