| 2092 |
2023-12-01 |
Mamba: Linear-Time Sequence Modeling with Selective State Spaces |
link |
Albert Gu, Tri Dao |
| 550 |
None |
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversations |
link |
Qingyun Wu, Gagan Bansal,..., Chi Wang |
| 356 |
2023-11-20 |
GPQA: A Graduate-Level Google-Proof Q&A Benchmark |
link |
David Rein, Betty Li Hou,..., Samuel R. Bowman |
| 335 |
2023-10-25 |
Zephyr: Direct Distillation of LM Alignment |
link |
Lewis Tunstall, Edward Emanuel Beeching,..., Thomas Wolf |
| 256 |
2024-04-09 |
MiniCPM: Unveiling the Potential of Small Language Models with
Scalable Training Strategies |
link |
Shengding Hu, Yuge Tu,..., Maosong Sun |
| 202 |
2024-04-09 |
RULER: What’s the Real Context Size of Your Long-Context
Language Models? |
link |
Cheng-Ping Hsieh, Simeng Sun,..., Boris Ginsburg |
| 189 |
2023-06-28 |
Towards Measuring the Representation of Subjective Global Opinions in
Language Models |
link |
Esin DURMUS, Karina Nguyen,..., Deep Ganguli |
| 172 |
2023-07-25 |
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition |
link |
Chengsong Huang, Qian Liu,..., Min Lin |
| 157 |
2023-10-10 |
The Geometry of Truth: Emergent Linear Structure in Large
Language Model Representations of True/False Datasets |
link |
Samuel Marks, Max Tegmark |
| 157 |
2024-03-15 |
RAFT: Adapting Language Model to Domain Specific RAG |
link |
Tianjun Zhang, Shishir G Patil,..., Joseph E. Gonzalez |
| 153 |
2023-09-06 |
Certifying LLM Safety against Adversarial Prompting |
link |
Aounon Kumar, Chirag Agarwal,..., Himabindu Lakkaraju |
| 149 |
2024-04-09 |
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders |
link |
Parishad BehnamGhader, Vaibhav Adlakha,..., Siva Reddy |
| 142 |
2023-04-10 |
Is ChatGPT a Good Sentiment Analyzer? |
link |
Zengzhi Wang, Qiming Xie,..., Rui Xia |
| 131 |
2023-10-05 |
A Long Way to Go: Investigating Length Correlations in
RLHF |
link |
Prasann Singhal, Tanya Goyal,..., Greg Durrett |
| 123 |
2024-01-11 |
TOFU: A Task of Fictitious Unlearning for LLMs |
link |
Pratyush Maini, Zhili Feng,..., J Zico Kolter |
| 122 |
2024-04-18 |
From $r$ to $Q^*$: Your Language Model is Secretly
a Q-Function |
link |
Rafael Rafailov, Joey Hejna,..., Chelsea Finn |
| 116 |
2024-02-27 |
Tower: An Open Multilingual Large Language Model for Translation-Related
Tasks |
link |
Duarte Miguel Alves, José Pombal,..., Andre Martins |
| 110 |
2024-04-08 |
Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning |
link |
Ruiqi Zhang, Licong Lin,..., Song Mei |
| 99 |
2023-10-03 |
A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration |
link |
Zijun Liu, Yanzhe Zhang,..., Diyi Yang |
| 94 |
2024-03-14 |
Quiet-STaR: Language Models Can Teach Themselves to Think Before
Speaking |
link |
Eric Zelikman, Georges Raif Harik,..., Noah Goodman |
| 93 |
2024-02-09 |
V-STaR: Training Verifiers for Self-Taught Reasoners |
link |
Arian Hosseini, Xingdi Yuan,..., Rishabh Agarwal |
| 86 |
2023-11-17 |
A Language Agent for Autonomous Driving |
link |
Jiageng Mao, Junjie Ye,..., Yue Wang |
| 78 |
2023-10-16 |
OpenAgents: An Open Platform for Language Agents in the
Wild |
link |
Tianbao Xie, Fan Zhou,..., Tao Yu |
| 77 |
2024-04-11 |
Best Practices and Lessons Learned on Synthetic Data |
link |
Ruibo Liu, Jerry Wei,..., Andrew M. Dai |
| 74 |
2023-04-03 |
Inspecting and Editing Knowledge Representations in Language Models |
link |
Evan Hernandez, Belinda Z. Li, Jacob Andreas |
| 74 |
2023-12-14 |
Helping or Herding? Reward Model Ensembles Mitigate but do
not Eliminate Reward Hacking |
link |
Jacob Eisenstein, Chirag Nagpal,..., Jonathan Berant |
| 74 |
2023-09-26 |
VideoDirectorGPT: Consistent Multi-Scene Video Generation via LLM-Guided Planning |
link |
Han Lin, Abhay Zala,..., Mohit Bansal |
| 72 |
2024-01-12 |
Fine-grained Hallucination Detection and Editing for Language Models |
link |
Abhika Mishra, Akari Asai,..., Hannaneh Hajishirzi |
| 71 |
2024-02-12 |
Do Membership Inference Attacks Work on Large Language Models? |
link |
Michael Duan, Anshuman Suri,..., Hannaneh Hajishirzi |
| 70 |
2024-04-11 |
AmpleGCG: Learning a Universal and Transferable Generative Model of
Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs |
link |
Zeyi Liao, Huan Sun |
| 67 |
2023-12-11 |
LLM360: Towards Fully Transparent Open-Source LLMs |
link |
Zhengzhong Liu, Aurick Qiao,..., Eric P. Xing |
| 66 |
2024-04-08 |
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic
Recurrence |
link |
Bo Peng, Daniel Goldstein,..., Rui-Jie Zhu |
| 64 |
2024-01-27 |
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries |
link |
Yixuan Tang, Yi Yang |
| 61 |
2024-04-03 |
JailBreakV: A Benchmark for Assessing the Robustness of MultiModal
Large Language Models against Jailbreak Attacks |
link |
Weidi Luo, Siyuan Ma,..., Chaowei Xiao |
| 58 |
2024-03-25 |
Aligning with Human Judgement: The Role of Pairwise Preference
in Large Language Model Evaluators |
link |
Yinhong Liu, Han Zhou,..., Nigel Collier |
| 58 |
2023-11-16 |
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs |
link |
Junying Chen, Xidong Wang,..., Benyou Wang |
| 57 |
2024-02-27 |
Massive Activations in Large Language Models |
link |
Mingjie Sun, Xinlei Chen,..., Zhuang Liu |
| 53 |
2023-02-11 |
A Reparameterized Discrete Diffusion Model for Text Generation |
link |
Lin Zheng, Jianbo Yuan,..., Lingpeng Kong |
| 52 |
2024-03-31 |
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation |
link |
Chi-Min Chan, Chunpu Xu,..., Jie Fu |
| 52 |
2024-04-24 |
Let’s Think Dot by Dot: Hidden computation in transformer
language models |
link |
Jacob Pfau, William Merrill, Samuel R. Bowman |
| 52 |
2024-03-12 |
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM |
link |
Sainbayar Sukhbaatar, Olga Golovneva,..., Xian Li |
| 50 |
2023-09-27 |
Large Language Model Routing with Benchmark Datasets |
link |
Tal Shnitzer, Anthony Ou,..., Mikhail Yurochkin |
| 48 |
2024-04-27 |
Continual Pre-Training for Cross-Lingual LLM Adaptation: Enhancing Japanese Language
Capabilities |
link |
Kazuki Fujii, Taishi Nakamura,..., Naoaki Okazaki |
| 47 |
2024-04-01 |
Mapping the Increasing Use of LLMs in Scientific Papers |
link |
Weixin Liang, Yaohui Zhang,..., James Y. Zou |
| 47 |
2024-04-01 |
LLM as a Mastermind: A Survey of Strategic Reasoning
with Large Language Models |
link |
Yadong Zhang, Shaoguang Mao,..., Furu Wei |
| 46 |
2024-04-01 |
Is Model Collapse Inevitable? Breaking the Curse of Recursion
by Accumulating Real and Synthetic Data |
link |
Matthias Gerstgrasser, Rylan Schaeffer,..., Sanmi Koyejo |
| 45 |
2024-02-21 |
Beyond A*: Better Planning with Transformers via Search Dynamics
Bootstrapping |
link |
Lucas Lehnert, Sainbayar Sukhbaatar,..., Yuandong Tian |
| 45 |
2024-01-30 |
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion
Tokens |
link |
Jiacheng Liu, Sewon Min,..., Hannaneh Hajishirzi |
| 44 |
2024-04-09 |
Autonomous Evaluation and Refinement of Digital Agents |
link |
Jiayi Pan, Yichi Zhang,..., Alane Suhr |
| 44 |
2024-04-18 |
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical
Speculative Decoding |
link |
Hanshi Sun, Zhuoming Chen,..., Beidi Chen |
| 43 |
2024-01-16 |
Tuning Language Models by Proxy |
link |
Alisa Liu, Xiaochuang Han,..., Noah A. Smith |
| 42 |
2023-10-03 |
Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation |
link |
Eric Zelikman, Eliana Lorch,..., Adam Tauman Kalai |
| 41 |
2023-09-30 |
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model
Collaboration |
link |
Qiushi Sun, Zhangyue Yin,..., Lingpeng Kong |
| 40 |
2024-04-11 |
Ferret-v2: An Improved Baseline for Referring and Grounding with
Large Language Models |
link |
Haotian Zhang, Haoxuan You,..., Yinfei Yang |
| 38 |
2023-10-23 |
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models |
link |
Sicheng Zhu, Ruiyi Zhang,..., Tong Sun |
| 38 |
2023-09-29 |
Suspicion Agent: Playing Imperfect Information Games with Theory of
Mind Aware GPT-4 |
link |
Jiaxian Guo, Bo Yang,..., Yutaka Matsuo |
| 37 |
2024-04-11 |
HGRN2: Gated Linear RNNs with State Expansion |
link |
Zhen Qin, Songlin Yang,..., Yiran Zhong |
| 36 |
2024-04-09 |
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web
Page Understanding and Grounding? |
link |
Junpeng Liu, Yifan Song,..., Xiang Yue |
| 35 |
2024-04-01 |
FABLES: Evaluating faithfulness and content selection in book-length summarization |
link |
Yekyung Kim, Yapei Chang,..., Mohit Iyyer |
| 35 |
2024-04-01 |
Stream of Search (SoS): Learning to Search in Language |
link |
Kanishk Gandhi, Denise H J Lee,..., Noah Goodman |
| 34 |
2023-10-16 |
CLIN: A Continually Learning Language Agent for Rapid Task
Adaptation and Generalization |
link |
Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra,..., Peter Clark |
| 34 |
2023-07-13 |
Effective Prompt Extraction from Language Models |
link |
Yiming Zhang, Nicholas Carlini, Daphne Ippolito |
| 34 |
2024-01-24 |
MambaByte: Token-free Selective State Space Model |
link |
Junxiong Wang, Tushaar Gangavarapu,..., Alexander M Rush |
| 32 |
2024-04-01 |
What is in Your Safe Data? Identifying Benign Data
that Breaks Safety |
link |
Luxi He, Mengzhou Xia, Peter Henderson |
| 31 |
2023-08-15 |
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models |
link |
Jie Huang, Wei Ping,..., Bryan Catanzaro |
| 31 |
2024-07-25 |
Keep the Cost Down: A Review on Methods to
Optimize LLM’s KV-Cache Consumption |
link |
Shi Luohe, Hongyi Zhang,..., hai zhao |
| 31 |
2024-02-14 |
LlaSMol: Advancing Large Language Models for Chemistry with a
Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset |
link |
Botao Yu, Frazier N. Baker,..., Huan Sun |
| 31 |
2024-03-26 |
Have Faith in Faithfulness: Going Beyond Circuit Overlap When
Finding Model Mechanisms |
link |
Michael Hanna, Sandro Pezzelle, Yonatan Belinkov |
| 30 |
2024-03-27 |
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions
Using RL from Knowledge Feedback |
link |
Hongshen Xu, Zichen Zhu,..., Kai Yu |
| 30 |
2024-04-29 |
MileBench: Benchmarking MLLMs in Long Context |
link |
Song Dingjie, Shunian Chen,..., Benyou Wang |
| 30 |
2024-04-02 |
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language
Models - A Survey |
link |
Philipp Mondorf, Barbara Plank |
| 29 |
2024-03-24 |
The N+ Implementation Details of RLHF with PPO: A
Case Study on TL;DR Summarization |
link |
Shengyi Huang, Michael Noukhovitch,..., Lewis Tunstall |
| 29 |
2024-02-13 |
On Limitations of the Transformer Architecture |
link |
Binghui Peng, Srini Narayanan, Christos Papadimitriou |
| 29 |
2024-03-20 |
Reverse Training to Nurse the Reversal Curse |
link |
Olga Golovneva, Zeyuan Allen-Zhu,..., Sainbayar Sukhbaatar |
| 28 |
2024-05-10 |
LLM Discussion: Enhancing the Creativity of Large Language Models
via Discussion Framework and Role-Play |
link |
Li-Chun Lu, Shou-Jen Chen,..., Shao-Hua Sun |
| 28 |
2024-04-04 |
Locating and Editing Factual Associations in Mamba |
link |
Arnab Sen Sharma, David Atkinson, David Bau |
| 28 |
2023-10-18 |
Understanding Retrieval Augmentation for Long-Form Question Answering |
link |
Hung-Ting Chen, Fangyuan Xu,..., Eunsol Choi |
| 28 |
2024-04-07 |
How bad is training on synthetic data? A statistical
analysis of language model collapse |
link |
Mohamed El Amine Seddik, Suei-Wen Chen,..., Merouane Abdelkader DEBBAH |
| 27 |
2023-07-12 |
Instruction Mining: Instruction Data Selection for Tuning Large Language
Models |
link |
Yihan Cao, Yanbin Kang,..., Lichao Sun |
| 26 |
2023-05-10 |
Bot or Human? Detecting ChatGPT Imposters with A Single
Question |
link |
Hong Wang, Xuan Luo,..., Xifeng Yan |
| 25 |
2024-07-16 |
Self-Guide: Better Task-Specific Instruction Following via Self-Synthetic Finetuning |
link |
Chenyang Zhao, Xueying Jia,..., Tongshuang Wu |
| 24 |
2024-04-11 |
From Words to Numbers: Your Large Language Model Is
Secretly A Capable Regressor When Given In-Context Examples |
link |
Robert Vacareanu, Vlad Andrei Negru,..., Mihai Surdeanu |
| 24 |
2024-07-22 |
Do Large Language Models Have Compositional Ability? An Investigation
into Limitations and Scalability |
link |
Zhuoyan Xu, Zhenmei Shi, Yingyu Liang |
| 24 |
2023-12-02 |
Eliciting Latent Knowledge from "Quirky" Language Models |
link |
Alex Troy Mallen, Madeline Brumley,..., Nora Belrose |
| 23 |
2024-04-15 |
Compression Represents Intelligence Linearly |
link |
Yuzhen Huang, Jinghan Zhang,..., Junxian He |
| 23 |
2023-10-05 |
SteP: Stacked LLM Policies for Web Actions |
link |
Paloma Sodhi, S.R.K Branavan,..., Ryan McDonald |
| 23 |
2024-03-28 |
STaR-GATE: Teaching Language Models to Ask Clarifying Questions |
link |
Chinmaya Andukuri, Jan-Philipp Fränken,..., Noah Goodman |
| 22 |
2024-03-18 |
What Are Tools Anyway? A Survey from the Language
Model Perspective |
link |
Zhiruo Wang, Zhoujun Cheng,..., Graham Neubig |
| 22 |
2023-09-26 |
Don't throw away your value model! Generating more preferable
text with Value-Guided Monte-Carlo Tree Search decoding |
link |
Jiacheng Liu, Andrew Cohen,..., Asli Celikyilmaz |
| 21 |
2024-04-17 |
Pack of LLMs: Model Fusion at Test-Time via Perplexity
Optimization |
link |
Costas Mavromatis, Petros Karypis, George Karypis |
| 21 |
2023-10-06 |
An In-Context Learning Agent for Formal Theorem-Proving |
link |
Amitayush Thakur, George Tsoukalas,..., Swarat Chaudhuri |
| 21 |
2023-06-23 |
Bring Your Own Data! Self-Sensitivity Evaluation for Large Language
Models |
link |
Neel Jain, Khalid Saifullah,..., Tom Goldstein |
| 21 |
2024-03-28 |
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval:
Evolving Coding Benchmarks via LLM |
link |
Chunqiu Steven Xia, Yinlin Deng, LINGMING ZHANG |
| 21 |
2024-02-07 |
Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding |
link |
Zachary Ankner, Rishab Parthasarathy,..., William Brandon |
| 20 |
2024-03-14 |
Logits of API-Protected LLMs Leak Proprietary Information |
link |
Matthew Finlayson, Xiang Ren, Swabha Swayamdipta |
| 20 |
2024-03-30 |
Multi-hop Question Answering under Temporal Knowledge Editing |
link |
Keyuan Cheng, Gang Lin,..., Di Wang |
| 19 |
2024-04-16 |
Can Language Models Solve Olympiad Programming? |
link |
Ben Shi, Michael Tang,..., Shunyu Yao |
| 19 |
2024-04-03 |
Auxiliary task demands mask the capabilities of smaller language
models |
link |
Jennifer Hu, Michael Frank |
| 19 |
2024-04-16 |
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through
Natural Language Prompting |
link |
Huihan Li, Liwei Jiang,..., Yejin Choi |
| 19 |
2024-04-15 |
A Survey on Deep Learning for Theorem Proving |
link |
Zhaoyu Li, Jialiang Sun,..., Xujie Si |
| 18 |
2024-04-01 |
Do Language Models Plan Ahead for Future Tokens? |
link |
Wilson Wu, John Xavier Morris, Lionel Levine |
| 18 |
2024-03-17 |
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows |
link |
Yiran Wu, Tianwei Yue,..., Qingyun Wu |
| 17 |
2024-04-08 |
LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step
Reasoning with Large Language Models |
link |
Shibo Hao, Yi Gu,..., Zhiting Hu |
| 17 |
2024-05-10 |
SKVQ: Sliding-window Key and Value Cache Quantization for Large
Language Models |
link |
Haojie Duanmu, Zhihang Yuan,..., Dahua Lin |
| 17 |
2023-12-01 |
Instruction-tuning Aligns LLMs to the Human Brain |
link |
Khai Loong Aw, Syrielle Montariol,..., Antoine Bosselut |
| 17 |
2024-03-21 |
Emergent World Models and Latent Variable Estimation in Chess-Playing
Language Models |
link |
Adam Karvonen |
| 17 |
2024-03-31 |
The Larger the Better? Improved LLM Code-Generation via Budget
Reallocation |
link |
Michael Hassid, Tal Remez,..., Yossi Adi |
| 17 |
2024-04-04 |
Evaluating LLMs at Detecting Errors in LLM Responses |
link |
Ryo Kamoi, Sarkar Snigdha Sarathi Das,..., Rui Zhang |
| 16 |
2024-04-08 |
Best-of-Venom: Attacking RLHF by Injecting Poisoned Preference Data |
link |
Tim Baumgärtner, Yang Gao,..., Donald Metzler |
| 16 |
2023-06-05 |
Early Weight Averaging meets High Learning Rates for LLM
Pre-training |
link |
Sunny Sanyal, Atula Tejaswi Neerkaje,..., sujay sanghavi |
| 16 |
2024-01-21 |
With Greater Text Comes Greater Necessity: Inference-Time Training Helps
Long Text Generation |
link |
Yan Wang, Dongyang Ma, Deng Cai |
| 16 |
2024-04-15 |
Impact of Preference Noise on the Alignment Performance of
Generative Language Models |
link |
Yang Gao, Dana Alon, Donald Metzler |
| 16 |
2023-12-11 |
Can It Edit? Evaluating the Ability of Large Language
Models to Follow Code Editing Instructions |
link |
Federico Cassano, Luisa Li,..., Arjun Guha |
| 16 |
2024-04-04 |
How Easily do Irrelevant Inputs Skew the Responses of
Large Language Models? |
link |
Siye Wu, Jian Xie,..., Yanghua Xiao |
| 16 |
2024-05-10 |
Linearizing Large Language Models |
link |
Jean Mercat, Igor Vasiljevic,..., Thomas Kollar |
| 15 |
2024-06-05 |
Does your data spark joy? Performance gains from domain
upsampling at the end of training |
link |
Cody Blakeney, Mansheej Paul,..., Jonathan Frankle |
| 15 |
2024-08-17 |
How Susceptible are LLMs to Influence in Prompts? |
link |
Sotiris Anagnostidis, Jannis Bulian |
| 15 |
2024-04-05 |
Chinese Tiny LLM: Pretraining a Chinese-Centered Large Language Model |
link |
Xeron Du, Zhouliang Yu,..., Ge Zhang |
| 15 |
2023-10-09 |
Guiding Language Model Reasoning with Planning Tokens |
link |
Xinyi Wang, Lucas Caccia,..., Alessandro Sordoni |
| 14 |
2023-10-05 |
DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training |
link |
Dacheng Li, Rulin Shao,..., Hao Zhang |
| 14 |
2024-05-06 |
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training |
link |
Zexuan Zhong, Mengzhou Xia,..., Mike Lewis |
| 14 |
2024-06-20 |
Timo: Towards Better Temporal Reasoning for Language Models |
link |
Zhaochen Su, Jun Zhang,..., Yu Cheng |
| 14 |
2024-01-31 |
Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning |
link |
Tinghui Zhu, Kai Zhang,..., Yu Su |
| 14 |
2024-08-12 |
Evaluating Language Models for Efficient Code Generation |
link |
Jiawei Liu, Songrun Xie,..., LINGMING ZHANG |
| 13 |
2024-02-06 |
Task Success is not Enough: Investigating the Use of
Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors |
link |
Lin Guan, Yifan Zhou,..., Subbarao Kambhampati |
| 13 |
2024-04-02 |
Risks from Language Models for Automated Mental Healthcare: Ethics
and Structure for Implementation |
link |
Declan Grabb, Max Lamparth, Nina Vasan |
| 13 |
2024-04-01 |
Source-Aware Training Enables Knowledge Attribution in Language Models |
link |
Muhammad Khalifa, David Wadden,..., Hao Peng |
| 13 |
2024-02-26 |
StructLM: Towards Building Generalist Models for Structured Knowledge Grounding |
link |
Alex Zhuang, Ge Zhang,..., Wenhu Chen |
| 13 |
2024-07-11 |
Automata-based constraints for language model decoding |
link |
Terry Koo, Frederick Liu, Luheng He |
| 13 |
2024-02-22 |
Stop Reasoning! When Multimodal LLM with Chain-of-Thought Reasoning Meets
Adversarial Image |
link |
Zefeng Wang, Zhen Han,..., Jindong Gu |
| 13 |
2024-04-01 |
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations |
link |
Deqing Fu, Ruohao Guo,..., Willie Neiswanger |
| 12 |
2024-04-16 |
Forcing Diffuse Distributions out of Language Models |
link |
Yiming Zhang, Avi Schwarzschild,..., Daphne Ippolito |
| 12 |
2023-06-19 |
SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and
Drug Design |
link |
Carl Edwards, Aakanksha Naik,..., Tom Hope |
| 12 |
2024-04-25 |
List Items One by One: A New Data Source
and Learning Paradigm for Multimodal LLMs |
link |
An Yan, Zhengyuan Yang,..., Lijuan Wang |
| 12 |
2024-03-07 |
How Far Are We from Intelligent Visual Deductive Reasoning? |
link |
Yizhe Zhang, Richard He Bai,..., Navdeep Jaitly |
| 11 |
2024-07-16 |
Trust No Bot: Discovering Personal Disclosures in Human-LLM
Conversations in the Wild |
link |
Niloofar Mireshghallah, Maria Antoniak,..., Golnoosh Farnadi |
| 11 |
2023-08-24 |
CALM : A Multi-task Benchmark for Comprehensive Assessment of
Language Model Bias |
link |
Vipul Gupta, Pranav Narayanan Venkit,..., Rebecca J. Passonneau |
| 11 |
2023-10-02 |
Resolving Knowledge Conflicts in Large Language Models |
link |
Yike Wang, Shangbin Feng,..., Yulia Tsvetkov |
| 11 |
2024-08-05 |
LLM economicus? Mapping the Behavioral Biases of LLMs via
Utility Theory |
link |
Jillian Ross, Yoon Kim, Andrew Lo |
| 11 |
2024-04-09 |
Elephants Never Forget: Memorization and Learning of Tabular Data
in Large Language Models |
link |
Sebastian Bordt, Harsha Nori,..., Rich Caruana |
| 11 |
2024-06-11 |
Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? |
link |
Xingyu Fu, Muyu He,..., Dan Roth |
| 10 |
2024-06-20 |
Mind the Privacy Unit! User-Level Differential Privacy for Language
Model Fine-Tuning |
link |
Lynn Chua, Badih Ghazi,..., Chiyuan Zhang |
| 10 |
2024-08-08 |
Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs
for Low-Resource NLP |
link |
François Remy, Pieter Delobelle,..., Thomas Demeester |
| 10 |
2024-05-01 |
AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of
Low-Rank Adaptation Experts |
link |
Zefang Liu, Jiahua Luo |
| 10 |
2024-03-18 |
EnvGen: Generating and Adapting Environments via LLMs for Training
Embodied Agents |
link |
Abhay Zala, Jaemin Cho,..., Mohit Bansal |
| 10 |
2023-10-18 |
DiagrammerGPT: Generating Open-Domain, Open-Platform Diagrams via LLM Planning |
link |
Abhay Zala, Han Lin,..., Mohit Bansal |
| 10 |
2024-04-01 |
Exploring the Mystery of Influential Data for Mathematical Reasoning |
link |
Xinzhe Ni, Yeyun Gong,..., Weizhu Chen |
| 10 |
2023-05-22 |
Should We Attend More or Less? Modulating Attention for
Fairness |
link |
Abdelrahman Zayed, Goncalo Mordido,..., Sarath Chandar |
| 9 |
2024-09-01 |
Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in
Large Language Models |
link |
Bang An, Sicheng Zhu,..., Furong Huang |
| 9 |
2024-01-29 |
NoFunEval: Funny How Code LMs Falter on Requirements Beyond
Functional Correctness |
link |
Manav Singhal, Tushar Aggarwal,..., Aditya Kanade |
| 9 |
2024-02-02 |
Can MLLMs Perform Text-to-Image In-Context Learning? |
link |
Yuchen Zeng, Wonjun Kang,..., Kangwook Lee |
| 9 |
2024-03-23 |
IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language
Models |
link |
Haz Sameen Shahgir, Khondker Salman Sayeed,..., Rifat Shahriyar |
| 9 |
2023-05-23 |
Are Language Models Robust Coreference Resolvers? |
link |
Nghia T. Le, Alan Ritter |
| 9 |
2024-01-22 |
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal
Large Language Models |
link |
Kian Ahrabian, Zhivar Sourati,..., Jay Pujara |
| 9 |
2024-03-19 |
Dated Data: Tracing Knowledge Cutoffs in Large Language Models |
link |
Jeffrey Cheng, Marc Marone,..., Benjamin Van Durme |
| 9 |
2024-04-12 |
CATS: Context-Aware Thresholding for Sparsity in Large Language Models |
link |
Donghyun Lee, Jaeyong Lee,..., Azalia Mirhoseini |
| 8 |
2024-04-09 |
Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to
The Persian Language? |
link |
Omid Ghahroodi, Marzia Nouri,..., Mohammad Hossein Rohban |
| 8 |
2024-07-22 |
Benchmarks as Microscopes: A Call for Model Metrology |
link |
Michael Saxon, Ari Holtzman,..., Naomi Saphra |
| 8 |
2024-08-13 |
Evaluating Cultural Adaptability of a Large Language Model via
Simulation of Synthetic Personas |
link |
Louis Kwok, Michal Bravansky, Lewis Griffin |
| 8 |
2024-05-02 |
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment |
link |
Gerald Shen, Zhilin Wang,..., Oleksii Kuchaiev |
| 8 |
2024-04-05 |
Prompt Public Large Language Models to Synthesize Data for
Private On-device Applications |
link |
Shanshan Wu, Zheng Xu,..., Daniel Ramage |
| 8 |
2023-11-15 |
Towards Verifiable Text Generation with Symbolic References |
link |
Lucas Torroba Hennigen, Zejiang Shen,..., Yoon Kim |
| 8 |
2024-04-04 |
Fakes of Varying Shades: How Warning Affects Human Perception
and Engagement Regarding LLM Hallucinations |
link |
Mahjabin Nahar, Haeseung Seo,..., Dongwon Lee |
| 8 |
2024-02-24 |
Empowering Large Language Model Agents through Action Learning |
link |
Haiteng Zhao, Chang Ma,..., Hongxia Yang |
| 8 |
2024-03-13 |
Scattered Mixture-of-Experts Implementation |
link |
Shawn Tan, Yikang Shen,..., Aaron Courville |
| 8 |
2023-09-15 |
"Merge Conflicts!'" Exploring the Impacts of External Knowledge Distractors
to Parametric Knowledge Graphs |
link |
Cheng Qian, Xinran Zhao, Tongshuang Wu |
| 8 |
2024-03-30 |
ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction |
link |
Mingyu Jin, Haochen Xue,..., Yongfeng Zhang |
| 7 |
2024-02-19 |
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of
LLMs |
link |
Pengrui Han, Rafal Dariusz Kocielnik,..., Anima Anandkumar |
| 7 |
2024-04-05 |
Counting Like Transformers: Compiling Temporal Counting Logic Into Softmax
Transformers |
link |
Andy Yang, David Chiang |
| 7 |
2024-08-27 |
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns
to Model Representations |
link |
Yize Zhao, Tina Behnia,..., Christos Thrampoulidis |
| 7 |
2024-05-03 |
Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier
Selection |
link |
Guillem Ramírez, Alexandra Birch, Ivan Titov |
| 7 |
2024-04-11 |
Why do small language models underperform? Studying Language Model
Saturation via the Softmax Bottleneck |
link |
Nathan Godey, Éric Villemonte de la Clergerie, Benoît Sagot |
| 7 |
2024-03-13 |
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal
Models |
link |
Siddharth Mishra-Sharma, YIDING SONG, Jesse Thaler |
| 6 |
2023-10-27 |
TarGEN: Targeted Data Generation with Large Language Models |
link |
Himanshu Gupta, Kevin Scaria,..., Swaroop Mishra |
| 6 |
2024-04-01 |
Prompt-prompted Adaptive Structured Pruning for Efficient LLM Generation |
link |
Harry Dong, Beidi Chen, Yuejie Chi |
| 6 |
2024-04-03 |
An Incomplete Loop: Instruction Inference, Instruction Following, and In-Context
Learning in Language Models |
link |
Emmy Liu, Graham Neubig, Jacob Andreas |
| 6 |
2024-06-11 |
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in
Generative LLMs |
link |
Vera Neplenbroek, Arianna Bisazza, Raquel Fernández |
| 6 |
2024-04-01 |
Large Language Models are Capable of Offering Cognitive Reappraisal,
if Guided |
link |
Hongli Zhan, Allen Zheng,..., Desmond Ong |
| 6 |
2024-05-04 |
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness |
link |
Xinran Zhao, Tong Chen,..., Tongshuang Wu |
| 6 |
2024-05-19 |
Hummer: Towards Limited Competitive Preference Dataset |
link |
Yusen Wu, Li Jiang,..., Xiaotie Deng |
| 6 |
2024-02-13 |
Measuring and Controlling Instruction (In)Stability in Language Model Dialogs |
link |
Kenneth Li, Tianle Liu,..., Martin Wattenberg |
| 6 |
2024-05-10 |
LMD3: Language Model Data Density Dependence |
link |
John Kirchenbauer, Garrett Honke,..., David Andre |
| 6 |
2023-11-07 |
Uncovering Intermediate Variables in Transformers using Circuit Probing |
link |
Michael A. Lepori, Thomas Serre, Ellie Pavlick |
| 6 |
2023-05-24 |
Using Natural Language Explanations to Rescale Human Judgments |
link |
Manya Wadhwa, Jifan Chen,..., Greg Durrett |
| 6 |
2023-11-09 |
Efficient Parallelization Layouts for Large-Scale Distributed Model Training |
link |
Johannes Hagemann, Samuel Weinbach,..., Gerard de Melo |
| 6 |
2024-04-01 |
Will the Real Linda Please Stand up...to Large Language
Models? Examining the Representativeness Heuristic in LLMs |
link |
Pengda Wang, Zilin Xiao,..., Frederick L. Oswald |
| 5 |
2024-05-15 |
PolygloToxicityPrompts: Multilingual Evaluation of Neural Toxic Degeneration in Large
Language Models |
link |
Devansh Jain, Priyanshu Kumar,..., Maarten Sap |
| 5 |
2024-11-25 |
Predicting Emergent Capabilities by Finetuning |
link |
Charlie Victor Snell, Eric Wallace,..., Sergey Levine |
| 5 |
2024-08-16 |
See What LLMs Cannot Answer: A Self-Challenge Framework for
Uncovering LLM Weaknesses |
link |
Yulong Chen, Yang Liu,..., Yue Zhang |
| 5 |
None |
ReAct Meets ActRe: Autonomous Annotation of Agent Trajectories for
Contrastive Self-Training |
link |
Zonghan Yang, Peng Li,..., Yang Liu |
| 5 |
2023-12-28 |
LLM4Causal: Democratized Causal Tools for Everyone via Large Language
Model |
link |
Haitao Jiang, Lin Ge,..., Rui Song |
| 5 |
2024-04-03 |
From Narratives to Numbers: Valid Inference Using Language Model
Predictions from Verbal Autopsies |
link |
Shuxian Fan, Adam Visokay,..., Tyler McCormick |
| 5 |
2024-04-02 |
Helmsman of the Masses? Evaluate the Opinion Leadership of
Large Language Models in the Werewolf Game |
link |
Silin Du, Xiaowei Zhang |
| 5 |
2024-03-31 |
Learning to Plan for Language Modeling from Unlabeled Data |
link |
Nathan Cornille, Marie-Francine Moens, Florian Mai |
| 5 |
2024-03-29 |
MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities
of Large Language Models |
link |
Peng Ding, Jiading Fang,..., Matthew Walter |
| 5 |
None |
On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets |
link |
Ching-Yun Ko, Pin-Yu Chen,..., Luca Daniel |
| 4 |
2024-01-24 |
TPD: Enhancing Student Language Model Reasoning via Principle Discovery
and Guidance |
link |
Haorui Wang, Rongzhi Zhang,..., Chao Zhang |
| 4 |
2024-09-17 |
CoCA: Regaining Safety-awareness of Multimodal Large Language Models with
Constitutional Calibration |
link |
Jiahui Gao, Renjie Pi,..., Zhenguo Li |
| 4 |
2024-02-28 |
Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScore |
link |
Sheikh Shafayat, Eunsu Kim,..., Alice Oh |
| 4 |
2024-04-01 |
PairEval: Open-domain Dialogue Evaluation Metric with Pairwise Comparisons |
link |
ChaeHun Park, Minseok Choi,..., Jaegul Choo |
| 4 |
2024-04-18 |
AmbigDocs: Reasoning across Documents on Different Entities under the
Same Name |
link |
Yoonsang Lee, Xi Ye, Eunsol Choi |
| 4 |
2024-04-21 |
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated
Images |
link |
Ali Naseh, Katherine Thai,..., Amir Houmansadr |
| 4 |
2024-08-15 |
Web Retrieval Agents for Evidence-Based Misinformation Detection |
link |
Jacob-Junqi Tian, Hao Yu,..., Kellin Pelrine |
| 4 |
2024-11-06 |
Crystal: Illuminating LLM Abilities on Language and Code |
link |
Tianhua Tao, Junbo Li,..., Zhengzhong Liu |
| 4 |
2024-04-04 |
Unveiling LLMs: The Evolution of Latent Representations in a
Dynamic Knowledge Graph |
link |
Marco Bronzini, Carlo Nicolini,..., Andrea Passerini |
| 4 |
2024-05-02 |
D2PO: Discriminator-Guided DPO with Response Evaluation Models |
link |
Prasann Singhal, Nathan Lambert,..., Greg Durrett |
| 4 |
2024-01-04 |
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded
Entity Retrieval |
link |
Griffin Thomas Adams, Jason Zucker, Noémie Elhadad |
| 4 |
2024-08-12 |
Long-Form Answers to Visual Questions from Blind and Low
Vision People |
link |
Mina Huh, Fangyuan Xu,..., Amy Pavel |
| 4 |
2024-04-03 |
Scalable Model Editing via Customized Expert Networks |
link |
Zihan Yao, Yu He,..., Ming Li |
| 4 |
2024-03-31 |
CHOPS: CHat with custOmer Profile Systems for Customer Service
with LLMs |
link |
Jingzhe Shi, Jialuo Li,..., Lei Li |
| 4 |
2024-08-10 |
Your Context Is Not an Array: Unveiling Random Access
Limitations in Transformers |
link |
MohammadReza Ebrahimi, Sunny Panchal, Roland Memisevic |
| 4 |
2023-05-21 |
Description-Based Text Similarity |
link |
Shauli Ravfogel, Valentina Pyatkin,..., Yoav Goldberg |
| 4 |
2024-05-27 |
On Fairness of Low-Rank Adaptation of Large Models |
link |
Zhoujie Ding, Ken Liu,..., Sanmi Koyejo |
| 3 |
2024-08-09 |
How Well Do LLMs Identify Cultural Unity in Diversity? |
link |
Jialin Li, Junli Wang,..., Ming Jiang |
| 3 |
2024-10-07 |
Cookbook: A framework for improving LLM generative abilities via
programmatic data generating templates |
link |
Avanika Narayan, Mayee F Chen,..., Christopher Re |
| 3 |
2024-05-30 |
How Multilingual are Large Language Models Fine-tuned for Translation? |
link |
Aquia Richburg, Marine Carpuat |
| 3 |
2024-04-15 |
Personalized Collaborative Fine-Tuning for On-Device Large Language Models |
link |
Nicolas Wagner, Dongyang Fan, Martin Jaggi |
| 3 |
2024-08-26 |
Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks? |
link |
Urja Khurana, Eric Nalisnick,..., Swabha Swayamdipta |
| 3 |
2024-08-02 |
Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in
Multimodal LLMs |
link |
Yilun Hua, Yoav Artzi |
| 3 |
2024-04-27 |
Building a Large Japanese Web Corpus for Large Language
Models |
link |
Naoaki Okazaki, Kakeru Hattori,..., Sakae Mizuki |
| 3 |
2024-04-04 |
PRobELM: Plausibility Ranking Evaluation for Language Models |
link |
Moy Yuan, Eric Chamoun,..., Andreas Vlachos |
| 3 |
2023-11-14 |
AI-generated text boundary detection with RoFT |
link |
Laida Kushnareva, Tatiana Gaintseva,..., Irina Piontkovskaya |
| 3 |
2024-04-12 |
Look at the Text: Instruction-Tuned Language Models are More
Robust Multiple Choice Selectors than You Think |
link |
Xinpeng Wang, Chengzhi Hu,..., Barbara Plank |
| 3 |
2024-07-12 |
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive
Evaluation |
link |
Biqing Qi, Kaiyan Zhang,..., Bowen Zhou |
| 3 |
2024-04-06 |
Language Models as Critical Thinking Tools: A Case Study
of Philosophers |
link |
Andre Ye, Jared Moore,..., Amy X Zhang |
| 2 |
2024-02-05 |
UniMem: Towards a Unified View of Long-Context Large Language
Models |
link |
Junjie Fang, Likai Tang,..., Maosong Sun |
| 2 |
2024-04-30 |
Revenge of the Fallen? Recurrent Models Match Transformers at
Predicting Human Language Comprehension Metrics |
link |
James Michaelov, Catherine Arnett, Ben Bergen |
| 2 |
2023-07-13 |
Does Collaborative Human–LM Dialogue Generation Help Information Extraction from
Human–Human Dialogues? |
link |
Bo-Ru Lu, Nikita Haduong,..., Mari Ostendorf |
| 2 |
2024-03-22 |
CoLLEGe: Concept Embedding Generation for Large Language Models |
link |
Ryan Teehan, Brenden Lake, Mengye Ren |
| 2 |
2024-12-18 |
What makes a good metric? Evaluating automatic metrics for
text-to-image consistency |
link |
Candace Ross, Melissa Hall,..., Adina Williams |
| 2 |
2024-04-16 |
DeStein: Navigating Detoxification of Language Models via Universal Steering
Pairs and Head-wise Activation Fusion |
link |
Yu Li, Han Jiang,..., Zhihua Wei |
| 2 |
2023-07-15 |
CA-LoRA: Adapting Existing LoRA for Compressed LLMs to Enable
Efficient Multi-Tasking on Personal Devices |
link |
Weilin Zhao, Yuxiang Huang,..., Maosong Sun |
| 2 |
2024-05-01 |
WorkBench: a Benchmark Dataset for Agents in a Realistic
Workplace Setting |
link |
Olly Styles, Sam Miller,..., Bertie Vidgen |
| 2 |
2024-08-10 |
Investigating Instruction Tuning Large Language Models on Graphs |
link |
Kerui Zhu, Bo-Wei Huang,..., Jiawei Han |
| 2 |
2024-08-13 |
StyleTalker: Finetuning Audio Language Model and Style-Based Text-to-Speech Model
for Fast Spoken Dialogue Generation |
link |
Yinghao Aaron Li, Xilin Jiang,..., Nima Mesgarani |
| 2 |
2024-04-09 |
Characterizing Multimodal Long-form Summarization: A Case Study on Financial
Reports |
link |
Tianyu Cao, Natraj Raman,..., Chenhao Tan |
| 2 |
2024-04-19 |
Stronger Random Baselines for In-Context Learning |
link |
Gregory Yauney, David Mimno |
| 2 |
2024-08-23 |
LalaEval: A Holistic Human Evaluation Framework for Domain-Specific Large
Language Models |
link |
Chongyan Sun, Ken Lin,..., Zhen Wang |
| 2 |
2024-04-24 |
Studying Large Language Model Behaviors Under Context-Memory Conflicts With
Real Documents |
link |
Evgenii Kortukov, Alexander Rubinstein,..., Seong Joon Oh |
| 2 |
2024-07-12 |
Does Incomplete Syntax Influence Korean Language Model? Focusing on
Word Order and Case Markers |
link |
Jong Myoung Kim, Young-Jun Lee,..., Sangkeun Jung |
| 2 |
2024-05-30 |
Reasoning about concepts with LLMs: Inconsistencies abound |
link |
Rosario Uceda Sosa, Karthikeyan Natesan Ramamurthy,..., Moninder Singh |
| 2 |
2024-03-20 |
Information-Theoretic Distillation for Reference-less Summarization |
link |
Jaehun Jung, Ximing Lu,..., Yejin Choi |
| 2 |
2024-04-01 |
LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models |
link |
Haoran Li, Junqi Liu,..., Huaxiu Yao |
| 2 |
2024-08-09 |
Tabular Transfer Learning via Prompting LLMs |
link |
Jaehyun Nam, Woomin Song,..., Jinwoo Shin |
| 1 |
2024-07-18 |
Latent Causal Probing: A Formal Perspective on Probing with
Causal Models of Data |
link |
Charles Jin |
| 1 |
2024-03-11 |
3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation |
link |
Huaisheng Zhu, Teng Xiao, Vasant G Honavar |
| 1 |
2024-08-14 |
Training Language Models on the Knowledge Graph: Insights on
Hallucinations and Their Detectability |
link |
Jiri Hron, Laura A Culp,..., Jeffrey Pennington |
| 1 |
2024-04-08 |
GeniL: A Multilingual Dataset on Generalizing Language |
link |
Aida Mostafazadeh Davani, Sagar Gubbi Venkatesh,..., Vinodkumar Prabhakaran |
| 1 |
2024-08-06 |
LAMPO: Large Language Models as Preference Machines for Few-shot
Ordinal Classification |
link |
Zhen Qin, Junru Wu,..., Xuanhui Wang |
| 1 |
2024-09-03 |
Unforgettable Generalization in Language Models |
link |
Eric Zhang, Leshem Choshen, Jacob Andreas |
| 1 |
2024-08-05 |
ExoViP: Step-by-step Verification and Exploration with Exoskeleton Modules for
Compositional Visual Reasoning |
link |
Yuxuan Wang, Alan Yuille,..., Zilong Zheng |
| 1 |
None |
Pairwise Proximal Policy Optimization: Language Model Alignment with Comparative
RL |
link |
Tianhao Wu, Banghua Zhu,..., Jiantao Jiao |
| 1 |
2024-07-13 |
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues |
link |
KuanChao Chu, Yi-Pei Chen, Hideki Nakayama |
| 1 |
None |
Redesigning Information Markets in the Era of Language Models |
link |
Martin Weiss, Nasim Rahaman,..., Christopher Pal |
| 1 |
2024-03-29 |
Measuring Taiwanese Mandarin Language Understanding |
link |
Po-Heng Chen, Sijia Cheng,..., Yun-Nung Chen |
| 1 |
2024-04-17 |
AgentKit: Structured LLM Reasoning with Dynamic Graphs |
link |
Yue Wu, Yewen Fan,..., Tom Mitchell |
| 0 |
2024-05-08 |
ACORN: Aspect-wise Commonsense Reasoning Explanation Evaluation |
link |
Ana Brassard, Benjamin Heinzerling,..., Kentaro Inui |
| 0 |
None |
BumbleBee: Dynamic KV-Cache Streaming Submodular Summarization for Infinite-Context Transformers |
link |
Lilly Kumari, Shengjie Wang,..., Jeff Bilmes |
| 0 |
2024-04-01 |
Forklift: An Extensible Neural Lifter |
link |
Jordi Armengol-Estapé, Rodrigo C. O. Rocha,..., Michael O'Boyle |
| 0 |
None |
Evaluating the Adversarial Robustness of Retrieval-Based In-Context Learning for
Large Language Models |
link |
Simon Chi Lok Yu, Jie He,..., Jeff Z. Pan |
| 0 |
2024-08-06 |
Data Checklist: On Unit-Testing Datasets with Usable Information |
link |
Heidi Chenyu Zhang, Shabnam Behzad,..., Dan Jurafsky |
| 0 |
2023-10-22 |
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making
with Large Language Models |
link |
Yuchen Xiao, Yanchao Sun,..., Sumitra Ganesh |
| 0 |
2024-08-09 |
FUSE-ing Language Models: Zero-Shot Adapter Discovery for Prompt Optimization
Across Tokenizers |
link |
Joshua Nathaniel Williams, J Zico Kolter |
| 0 |
2024-10-08 |
Generating Synthetic Datasets for Few-shot Prompt Tuning |
link |
Xu Guo, Zilin Du,..., Chunyan Miao |
| 0 |
2024-04-11 |
Does In-Context Learning Really Learn? Rethinking How Large Language
Models Respond and Solve Tasks via In-Context Learning |
link |
Quanyu Long, Yin Wu,..., Sinno Jialin Pan |
| 0 |
2023-12-01 |
Nonparametric Variational Regularisation of Pretrained Transformers |
link |
Fabio James Fehr, James Henderson |
| 0 |
2024-03-04 |
CatCode: A Comprehensive Evaluation Framework for LLMs On the
Mixture of Code and Text |
link |
Zhenru Lin, Yiqun Yao, Yang Yuan |
| 0 |
None |
Handling Open-Vocabulary Constructs in Formalizing Specifications: Retrieval Augmented Parsing
with Expert Knowledge |
link |
Mohammad Saqib Hasan, Sayontan Ghosh,..., Niranjan Balasubramanian |
| 0 |
2024-06-20 |
Information Guided Regularization for Fine-tuning Language Models |
link |
Mandar Sharma, Nikhil Muralidhar,..., Naren Ramakrishnan |
| 0 |
2024-10-08 |
Does RoBERTa Perform Better than BERT in Continual Learning:
An Attention Sink Perspective |
link |
Xueying Bai, Yifan Sun, Niranjan Balasubramanian |
| 0 |
None |
Factual and Tailored Recommendation Endorsements using Language Models and
Reinforcement Learning |
link |
Jihwan Jeong, Yinlam Chow,..., Craig Boutilier |
| 0 |
2023-07-27 |
Exploiting the Potential of Seq2Seq Models as Robust Few-Shot
Learners |
link |
Jihyeon Lee, Dain Kim,..., Kyoung-Woon On |
| 0 |
2024-07-11 |
HDT: Hierarchical Document Transformer |
link |
Haoyu He, Markus Flicke,..., Andreas Geiger |
| 0 |
2024-07-16 |
InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification |
link |
Yujia Hu, Zhiqiang Hu,..., Roy Ka-Wei Lee |
| 0 |
2024-05-17 |
Prompt Exploration with Prompt Regression |
link |
Michael Feffer, Ronald Xu,..., Mikhail Yurochkin |