Title
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 113 33 0 21 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 171 273 0 20 May 2023
LogiCoT: Logical Chain-of-Thought Instruction-Tuning Hanmeng Liu Zhiyang Teng Leyang Cui Chaoli Zhang Qiji Zhou Yue Zhang LRM 91 26 0 20 May 2023
Unified Embedding: Battle-Tested Feature Representations for Web-Scale ML Systems Benjamin Coleman Wang-Cheng Kang Matthew Fahrbach Ruoxi Wang Lichan Hong Ed H. Chi D. Cheng 100 11 0 20 May 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models Badr AlKhamissi Siddharth Verma Ping Yu Zhijing Jin Asli Celikyilmaz Mona T. Diab LRM ReLM 54 10 0 19 May 2023
Evaluation of medium-large Language Models at zero-shot closed book generative question answering René Peinl Johannes Wirth ELM 47 7 0 19 May 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 164 103 0 19 May 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs Hongru Wang Rui Wang Fei Mi Yang Deng Zezhong Wang Bin Liang Ruifeng Xu Kam-Fai Wong LRM 84 68 0 19 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Praveen Venkateswaran Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 103 14 0 19 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 103 6 0 19 May 2023
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models Junyi Li Xiaoxue Cheng Wayne Xin Zhao J. Nie Ji-Rong Wen HILM VLM 114 253 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 148 398 0 19 May 2023
S $^3$ HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering Fangyu Lei Xiang Li Yifan Wei Shizhu He Yiming Huang Jun Zhao Kang Liu RALM 118 16 0 19 May 2023
LLM-Pruner: On the Structural Pruning of Large Language Models Xinyin Ma Gongfan Fang Xinchao Wang 171 445 0 19 May 2023
Introspective Tips: Large Language Model for In-Context Decision Making Liting Chen Lu Wang Hang Dong Yali Du Jie Yan ... Pu Zhao Si Qin Saravan Rajmohan Qingwei Lin Dongmei Zhang LLMAG LRM 100 28 0 19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 153 183 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering Fangkai Yang Pu Zhao Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 104 51 0 19 May 2023
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought Tianci Xue Ziqi Wang Zhenhailong Wang Chi Han Pengfei Yu Heng Ji KELM LRM 109 38 0 19 May 2023
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks Shubhra (Santu) Karmaker Dongji Feng 96 59 0 19 May 2023
Post Hoc Explanations of Language Models Can Improve Language Models Satyapriya Krishna Jiaqi Ma Dylan Slack Asma Ghandeharioun Sameer Singh Himabindu Lakkaraju ReLM LRM 82 59 0 19 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 132 96 0 19 May 2023
AutoTrial: Prompting Language Models for Clinical Trial Design Zifeng Wang Cao Xiao Jimeng Sun LM&MA LRM 25 17 0 19 May 2023
Semantic Anomaly Detection with Large Language Models Amine Elhafsi Rohan Sinha Christopher Agia Edward Schmerling I. Nesnas Marco Pavone 99 75 0 18 May 2023
Reasoning Implicit Sentiment with Chain-of-Thought Prompting Hao Fei Bobo Li Qian Liu Lidong Bing Fei Li Tat-Seng Chua ReLM LRM 119 104 0 18 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 92 73 0 18 May 2023
LIMA: Less Is More for Alignment Chunting Zhou Pengfei Liu Puxin Xu Srini Iyer Jiao Sun ... Susan Zhang Gargi Ghosh M. Lewis Luke Zettlemoyer Omer Levy ALM 137 853 0 18 May 2023
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization Puyuan Peng Brian Yan Shinji Watanabe David Harwath VLM LRM 117 49 0 18 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua Wu Boxi Cao Xianpei Han Le Sun NAI 122 21 0 18 May 2023
Generalized Planning in PDDL Domains with Pretrained Large Language Models Tom Silver Soham Dan Kavitha Srinivas J. Tenenbaum L. Kaelbling Michael Katz ELM LRM 122 134 0 18 May 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 86 6 0 18 May 2023
Large Language Models can be Guided to Evade AI-Generated Text Detection Ning Lu Shengcai Liu Ruidan He Qi Wang Yew-Soon Ong Jiaheng Zhang SILM 139 54 0 18 May 2023
X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models Yixiong Chen Li Liu C. Ding 75 22 0 18 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 83 28 0 18 May 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning Dong-Ho Lee Kian Ahrabian Woojeong Jin Fred Morstatter Jay Pujara 118 43 0 17 May 2023
Tree of Thoughts: Deliberate Problem Solving with Large Language Models Shunyu Yao Dian Yu Jeffrey Zhao Izhak Shafran Thomas Griffiths Yuan Cao Karthik Narasimhan LM&Ro LRM AI4CE 221 2,055 0 17 May 2023
Instruction Tuned Models are Quick Learners Himanshu Gupta Saurabh Arjun Sawant Swaroop Mishra Mutsumi Nakamura Arindam Mitra Santosh Mashetty Chitta Baral 79 26 0 17 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 260 1,209 0 17 May 2023
Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents Sergio Pelaez Gaurav Verma Barbara Ribeiro P. Shapira 96 15 0 17 May 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 340 815 0 17 May 2023
Controllable Speaking Styles Using a Large Language Model A. Sigurgeirsson Simon King 55 3 0 17 May 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 114 30 0 17 May 2023
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries Jiageng Wu X. Wu Zhaopeng Qiu Minghui Li Yingying Zhang Yefeng Zheng Changzheng Yuan Jie Yang LM&MA ELM AI4MH 115 19 0 17 May 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 64 107 0 17 May 2023
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback Yao Fu Hao-Chun Peng Tushar Khot Mirella Lapata LLMAG 99 186 0 17 May 2023
Can Language Models Solve Graph Problems in Natural Language? Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han Yulia Tsvetkov ReLM LRM 115 199 0 17 May 2023
AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression Siyue Wu Hongzhan Chen Xiaojun Quan Qifan Wang Rui Wang VLM 86 20 0 17 May 2023
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling Weijia Xu Andrzej Banburski-Fahey Nebojsa Jojic ReLM LRM 81 35 0 17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 133 37 0 17 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett ReLM ReCod LRM 102 73 0 16 May 2023
Maybe Only 0.5% Data is Needed: A Preliminary Exploration of Low Training Data Instruction Tuning Haowen Chen Yiming Zhang Qi Zhang Hantao Yang Xiaomeng Hu Xuetao Ma Yifan YangGong Jiaqi Zhao ALM 107 51 0 16 May 2023