Papers
Language Models Can Infer Action Semantics for Symbolic Planners from Environment Feedback
Wang Bill Zhu, Ishika Singh, Robin Jia et al.
LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios
Pei Chen, Hongye Jin, Cheng-Che Lee et al.
CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis
Ziyue Fan, Junliang He, Li Xiaoqing et al.
FiNE: Filtering and Improving Noisy Data Elaborately with Large Language Models
Junliang He, Ziyue Fan, Shaohui Kuang et al.
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
Ajay Patel, Jiacheng Zhu, Justin Qiu et al.
Towards Lifelong Dialogue Agents via Timeline-based Memory Management
Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak et al.
Reverse Thinking Makes LLMs Stronger Reasoners
Justin Chen, Zifeng Wang, Hamid Palangi et al.
Substance Beats Style: Why Beginning Students Fail to Code with LLMs
Francesca Lucchetti, Zixuan Wu, Arjun Guha et al.
Analyzing the Inner Workings of Transformers in Compositional Generalization
Ryoma Kumon, Hitomi Yanaka
Open-World Evaluation for Retrieving Diverse Perspectives
Hung-Ting Chen, Eunsol Choi
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models
Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju et al.
Generating Diverse Hypotheses for Inductive Reasoning
Kang-il Lee, Hyukhun Koh, Dongryeol Lee et al.
CORG: Generating Answers from Complex, Interrelated Contexts
Hyunji Lee, Franck Dernoncourt, Trung Bui et al.
THREAD: Thinking Deeper with Recursive Spawning
Philip Schroeder, Nathaniel W. Morgan, Hongyin Luo et al.
Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond
Mardhiyah Sanni, Tassallah Abdullahi, Devendra Deepak Kayande et al.
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
Zhihan Zhang, Shiyang Li, Zixuan Zhang et al.
FedSpaLLM: Federated Pruning of Large Language Models
Guangji Bai, Yijiang Li, Zilinghan Li et al.
Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task
Junjie Wu, Mo Yu, Lemao Liu et al.
Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis
Pamela D Riviere, Anne L. Beatty-Martínez, Sean Trott
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs
Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah et al.
GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models
Harsh Kohli, Sachin Kumar, Huan Sun
ComPO: Community Preferences for Language Model Personalization
Sachin Kumar, Chan Young Park, Yulia Tsvetkov et al.
GLiREL - Generalist Model for Zero-Shot Relation Extraction
Jack Boylan, Chris Hokamp, Demian Gholipour Ghalandari
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi
Towards Operationalizing Right to Data Protection
Abhinav Java, Simra Shahid, Chirag Agarwal