Title
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning Lean Wang Lei Li Damai Dai Deli Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun 177 193 0 23 May 2023
GrACE: Generation using Associated Code Edits Priyanshu Gupta Avishree Khare Yasharth Bajpai Saikat Chakraborty Sumit Gulwani Aditya Kanade Arjun Radhakrishna Gustavo Soares Ashish Tiwari 89 16 0 23 May 2023
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 116 58 0 23 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan O. Arik Tomas Pfister ReLM OffRL LRM 86 54 0 23 May 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning Zirui Zhao W. Lee David Hsu LRM LLMAG LM&Ro 111 227 0 23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models Shiqi Chen Siyang Gao Junxian He ELM LRM HILM 66 9 0 23 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 124 107 0 23 May 2023
ChipGPT: How far are we from natural language hardware design Kaiyan Chang Ying Wang Haimeng Ren Mengdi Wang Shengwen Liang Yinhe Han Huawei Li Xiaowei Li 84 106 0 23 May 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions Wenhao Yu Meng Jiang Peter Clark Ashish Sabharwal 60 23 0 23 May 2023
Improving Language Models via Plug-and-Play Retrieval Feedback Wenhao Yu Zhihan Zhang Zhenwen Liang Meng Jiang Ashish Sabharwal KELM LRM 114 78 0 23 May 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts Moxin Li Wenjie Wang Fuli Feng Yixin Cao Jizhi Zhang Tat-Seng Chua OffRL 150 20 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 80 6 0 23 May 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks Sherzod Hakimov David Schlangen VLM 61 5 0 23 May 2023
Concept-aware Training Improves In-context Learning Ability of Language Models Michal Štefánik Marek Kadlcík KELM LRM 84 0 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Wenjie Wang 100 29 0 23 May 2023
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models Yen-Ting Lin Yun-Nung Chen 85 94 0 23 May 2023
MemeCap: A Dataset for Captioning and Interpreting Memes EunJeong Hwang Vered Shwartz VLM 76 37 0 23 May 2023
LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models Long Lian Boyi Li Adam Yala Trevor Darrell 106 164 0 23 May 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration Yang Deng Lizi Liao Liang Chen Hongru Wang Wenqiang Lei Tat-Seng Chua 141 88 0 23 May 2023
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Binfeng Xu Zhiyuan Peng Bowen Lei Subhabrata Mukherjee Yuchen Liu Dongkuan Xu KELM LLMAG LRM 96 97 0 23 May 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 152 281 0 22 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 92 16 0 22 May 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding Mutian He Philip N. Garner ELM AI4MH LRM 119 25 0 22 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 119 4 0 22 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 117 88 0 22 May 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 181 90 0 22 May 2023
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations Chenglei Si Dan Friedman Nitish Joshi Shi Feng Danqi Chen He He 77 48 0 22 May 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 126 144 0 22 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang Wenhao Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 66 38 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq Joty Soujanya Poria Lidong Bing HILM BDL LRM 129 102 0 22 May 2023
Preconditioned Visual Language Inference with Weak Supervision Ehsan Qasemi Amani Maina-Kilaas Devadutta Dash Khalid Alsaggaf Muhao Chen 83 0 0 22 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables Xinyuan Lu Liangming Pan Qian Liu Preslav Nakov Min-Yen Kan LMTD 119 34 0 22 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 100 136 0 22 May 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate Boshi Wang Xiang Yue Huan Sun ELM LRM 109 74 0 22 May 2023
Iterative Forward Tuning Boosts In-Context Learning in Language Models Jiaxi Yang Binyuan Hui Min Yang Bailin Wang Bowen Li Binhua Li Fei Huang Yongbin Li 107 16 0 22 May 2023
Album Storytelling with Iterative Story-aware Captioning and Large Language Models Munan Ning Yujia Xie Dongdong Chen Zeyin Song Lu Yuan Yonghong Tian QiXiang Ye Liuliang Yuan 71 8 0 22 May 2023
Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph Jennifer D'Souza Moussab Hrou Sören Auer 53 2 0 22 May 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Yin Hua Wei Wang ALM 106 25 0 22 May 2023
Interactive Data Synthesis for Systematic Vision Adaptation via LLMs-AIGCs Collaboration Qifan Yu Juncheng Li Wentao Ye Siliang Tang Yueting Zhuang 70 14 0 22 May 2023
Explaining Emergent In-Context Learning as Kernel Regression Chi Han Ziqi Wang Haiying Zhao Heng Ji LRM 94 15 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu Anh Tuan Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 94 136 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 131 9 0 22 May 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction Siyu Yuan Jiangjie Chen Xuyang Ge Yanghua Xiao Deqing Yang 96 10 0 22 May 2023
Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI) Kevin Fischer 127 16 0 22 May 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction Zhibin Gou Qi Guo Yujiu Yang 96 63 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 84 51 0 21 May 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers Linyuan Gong Chenyan Xiong Xiaodong Liu Payal Bajaj Yiqing Xie Alvin Cheung Jianfeng Gao Xia Song VLM AI4CE 65 2 0 21 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 131 140 0 21 May 2023
Augmenting Autotelic Agents with Large Language Models Cédric Colas Laetitia Teodorescu Pierre-Yves Oudeyer Xingdi Yuan Marc-Alexandre Côté LLMAG LM&Ro 87 27 0 21 May 2023
GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts Jessica Nayeli López Espejel E. Ettifouri Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane ELM LRM 73 90 0 21 May 2023