Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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14,641 to 14,700 of 18,961

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
Shengding Hu, Ning Ding, Huadong Wang +5
cs.CLarXiv:2108.02035v22021
The language of prompting: What linguistic properties make a prompt successful?
Alina Leidinger, Robert van Rooij, Ekaterina Shutova
cs.CLcs.AIcs.LGarXiv:2311.01967v12023
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
Shuofei Qiao, Yunxiang Wei, Xuehai Wang +10
cs.CLcs.AIcs.IRarXiv:2602.14367v22026
AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing
Achuth Chandrasekhar, Jonathan Chan, Francis Ogoke +2
cs.CLcs.LGarXiv:2406.00031v12024
GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks
Xinlu Zhang, Yujie Lu, Weizhi Wang +7
cs.CVcs.CLarXiv:2311.01361v12023
Detecting Hidden Chain-of-Thought in Large Language Models with Linguistic, Behavioral, and Mechanistic Indicators
Armaan Singh, Ryan Trinh Le, Jasmine Kaur +5
cs.CLarXiv:2608.29956v12026
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
Tengyang Xie, Dylan J. Foster, Akshay Krishnamurthy +3
cs.LGcs.AIcs.CLarXiv:2405.21046v12024
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
Yuxin Jiang, Yufei Wang, Xingshan Zeng +7
cs.CLarXiv:2310.20410v32023
Nobody Truly Agrees on Sentiment: Humans, Bespoke Tools, and LLMs Struggle with Social Media Texts
Himarsha R. Jayanetti, Sivakanesan Dhanushkanda, Shuai Hao +2
cs.CLarXiv:2610.10318v12026
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders
Yuezhou Hu, Jiaxin Guo, Xinyu Feng +1
cs.CLcs.AIcs.LGarXiv:2510.19779v12025
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
Nuo Chen, Zinan Zheng, Ning Wu +3
cs.CLcs.AIarXiv:2310.20246v52023
Typhoon ASR Real-time: FastConformer-Transducer for Thai Automatic Speech Recognition
Warit Sirichotedumrong, Adisai Na-Thalang, Potsawee Manakul +3
cs.CLarXiv:2601.13044v12026
Unlearn What You Want to Forget: Efficient Unlearning for LLMs
Jiaao Chen, Diyi Yang
cs.CLcs.AIarXiv:2310.20150v12023
Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
Hyunsik Kim, Youngmoon Jung
cs.CLcs.LGarXiv:2610.01984v12026
Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
Ziyang Wang, Honglu Zhou, Shijie Wang +6
cs.CVcs.AIcs.CLarXiv:2512.05774v22025
Recent Advances in Neural Question Generation
Liangming Pan, Wenqiang Lei, Tat-Seng Chua +1
cs.CLarXiv:1905.08949v32019
Don't Forget to Connect! Improving RAG with Graph-based Reranking
Jialin Dong, Bahare Fatemi, Bryan Perozzi +2
cs.CLcs.AIcs.LGarXiv:2405.18414v12024
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
Bo Wang, Qinyuan Cheng, Runyu Peng +7
cs.LGcs.AIcs.CLarXiv:2507.00018v22025
ELI5: Long Form Question Answering
Angela Fan, Yacine Jernite, Ethan Perez +3
cs.CLarXiv:1907.09190v12019
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight
Haoxiang Zhang, Qinglin Chen, Hiroaki Hayashi +9
cs.AIcs.CLcs.IRarXiv:2610.08077v12026
Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning
Xuekang Wang, Zhuoyuan Hao, Shuo Hou +3
cs.LGcs.AIcs.CLarXiv:2606.04923v22026
Discovering Language Model Behaviors with Model-Written Evaluations
Ethan Perez, Sam Ringer, Kamilė Lukošiūtė +60
cs.CLcs.AIcs.LGarXiv:2212.09251v12022
Truncation Sampling as Language Model Desmoothing
John Hewitt, Christopher D. Manning, Percy Liang
cs.CLarXiv:2210.15191v12022
Proving Test Set Contamination in Black Box Language Models
Yonatan Oren, Nicole Meister, Niladri Chatterji +2
cs.CLcs.LGarXiv:2310.17623v22023
Selective Annotation Makes Language Models Better Few-Shot Learners
Hongjin Su, Jungo Kasai, Chen Henry Wu +8
cs.CLarXiv:2209.01975v12022
AutoPSV: Automated Process-Supervised Verifier
Jianqiao Lu, Zhiyang Dou, Hongru Wang +4
cs.CLcs.LGarXiv:2405.16802v42024
Zamba: A Compact 7B SSM Hybrid Model
Paolo Glorioso, Quentin Anthony, Yury Tokpanov +4
cs.LGcs.AIcs.CLarXiv:2405.16712v12024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
Xiyao Wang, Jiuhai Chen, Zhaoyang Wang +8
cs.CVcs.AIcs.CLarXiv:2405.15973v42024
OptLLM: Optimal Assignment of Queries to Large Language Models
Yueyue Liu, Hongyu Zhang, Yuantian Miao +2
cs.SEcs.CLcs.LGarXiv:2405.15130v12024
Latent Core Tokenizer: Compress, but Meaningfully
Felermino D. M. A. Ali, Millicent Ochieng, Ogbemi Ekwejunor-Etchie +3
cs.CLarXiv:2610.12376v12026
Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases
Wei Guo, Aylin Caliskan
cs.CYcs.AIcs.CLarXiv:2006.03955v52020
MoLE: Mixture of Latent Experts for Complementary Visual Reasoning
Yingcheng Liu, Tianyi Jiang, Yujuan Ding +5
cs.CVcs.AIcs.CLarXiv:2610.01917v12026
A Constructive Prediction of the Generalization Error Across Scales
Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov +1
cs.LGcs.CLcs.CVarXiv:1909.12673v22019
Fine-grained Text Style Transfer with Diffusion-Based Language Models
Yiwei Lyu, Tiange Luo, Jiacheng Shi +2
cs.CLcs.AIcs.LGarXiv:2305.19512v22023
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
Yiming Wang, Pei Zhang, Jialong Tang +13
cs.CLarXiv:2504.18428v42025
Skill Following: Evaluating Actual Skill Use in Retrieval-Enabled LLM Agents
Seonghyeon Cho, Chanjun Park
cs.CLarXiv:2609.00549v12026
SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
Tim Baumgärtner, Iryna Gurevych
cs.CLcs.AIarXiv:2601.12910v32026
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance
Renjie Pi, Tianyang Han, Jianshu Zhang +6
cs.CRcs.CLcs.CVarXiv:2401.02906v32024
Can Large Language Models Forecast What Researchers Study Next?
Fenghai Li, Zihan Tang, Haofei Yu +2
cs.CLarXiv:2609.00747v12026
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
Penghui Yang, Cunxiao Du, Fengzhuo Zhang +4
cs.CLcs.AIcs.LGarXiv:2502.17421v42025
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models
Archiki Prasad, Peter Hase, Xiang Zhou +1
cs.CLcs.AIcs.LGarXiv:2203.07281v22022
Understanding the Behaviors of BERT in Ranking
Yifan Qiao, Chenyan Xiong, Zhenghao Liu +1
cs.IRcs.CLarXiv:1904.07531v42019
I Don't Miss You, but I Do: Self-Explanation Faithfulness of Modality Missingness in Vision-Language Models
Aydin Javadov, Daniel Schoess, Florian von Wangenheim
cs.LGcs.CLcs.CVarXiv:2609.07596v22026
SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia
Panuthep Tasawong, Jian Gang Ngui, Alham Fikri Aji +2
cs.CLarXiv:2602.01618v12026
Longformer: The Long-Document Transformer
Iz Beltagy, Matthew E. Peters, Arman Cohan
cs.CLarXiv:2004.05150v22020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
Yuqing Tang, Chau Tran, Xian Li +5
cs.CLarXiv:2008.00401v12020
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
Daniel Hewlett, Alexandre Lacoste, Llion Jones +5
cs.CLarXiv:1608.03542v22016
A safety realignment framework via subspace-oriented model fusion for large language models
Xin Yi, Shunfan Zheng, Linlin Wang +2
cs.CLarXiv:2405.09055v12024
Understanding On-Policy Distillation: A Mechanistic Interpretability Perspective via Sparse Crosscoders
Zichao Yu, Qianshuo Ye, Xu Wang +1
cs.CLarXiv:2609.35210v12026
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
Kaifeng Lyu, Haoyu Zhao, Xinran Gu +3
cs.LGcs.AIcs.CLarXiv:2402.18540v22024
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
Alon Albalak, Duy Phung, Nathan Lile +8
cs.LGcs.AIcs.CLarXiv:2502.17387v12025
Fact over Fiction: Detection of Pathological Hallucinations in Sinhala-to-English Neural Machine Translation
Navam Obeysekara, Nevidu Jayatilleke
cs.CLarXiv:2610.11389v12026
Calibrated Language Models Must Hallucinate
Adam Tauman Kalai, Santosh S. Vempala
cs.CLcs.AIarXiv:2311.14648v32023
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Xu Chen, Orhan Firat, Ankur Bapna +9
cs.CLcs.AIarXiv:1804.09849v22018
A Systematic Review of Generative AI for Teaching and Learning Practice
Bayode Ogunleye, Kudirat Ibilola Zakariyyah, Oluwaseun Ajao +2
cs.IRcs.AIcs.CLarXiv:2406.09520v12024
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts
Wenyu Huang, Guancheng Zhou, Mirella Lapata +3
cs.CLarXiv:2405.06524v12024
Attribution Patching Outperforms Automated Circuit Discovery
Aaquib Syed, Can Rager, Arthur Conmy
cs.LGcs.AIcs.CLarXiv:2310.10348v22023
Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment
Haoran Wang, Kai Shu
cs.CRcs.AIcs.CLarXiv:2311.09433v32023
ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages
Tanmoy Kanti Halder, Akash Ghosh, Subhadip Baidya +2
cs.CLcs.AIarXiv:2606.13572v22026
Emergent and Predictable Memorization in Large Language Models
Stella Biderman, USVSN Sai Prashanth, Lintang Sutawika +4
cs.CLarXiv:2304.11158v22023

Computation and Language

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

The language of prompting: What linguistic properties make a prompt successful?

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing

GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks

Detecting Hidden Chain-of-Thought in Large Language Models with Linguistic, Behavioral, and Mechanistic Indicators

Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF

FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models

Nobody Truly Agrees on Sentiment: Humans, Bespoke Tools, and LLMs Struggle with Social Media Texts

AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations

Typhoon ASR Real-time: FastConformer-Transducer for Thai Automatic Speech Recognition

Unlearn What You Want to Forget: Efficient Unlearning for LLMs

Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities

Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding

Recent Advances in Neural Question Generation

Don't Forget to Connect! Improving RAG with Graph-based Reranking

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections

ELI5: Long Form Question Answering

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Reproducing, Analyzing, and Detecting Reward Hacking in Rubric-Based Reinforcement Learning

Discovering Language Model Behaviors with Model-Written Evaluations

Truncation Sampling as Language Model Desmoothing

Proving Test Set Contamination in Black Box Language Models

Selective Annotation Makes Language Models Better Few-Shot Learners

AutoPSV: Automated Process-Supervised Verifier

Zamba: A Compact 7B SSM Hybrid Model

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

OptLLM: Optimal Assignment of Queries to Large Language Models

Latent Core Tokenizer: Compress, but Meaningfully

Detecting Emergent Intersectional Biases: Contextualized Word Embeddings Contain a Distribution of Human-like Biases

MoLE: Mixture of Latent Experts for Complementary Visual Reasoning

A Constructive Prediction of the Generalization Error Across Scales

Fine-grained Text Style Transfer with Diffusion-Based Language Models

PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts

Skill Following: Evaluating Actual Skill Use in Retrieval-Enabled LLM Agents

SciCoQA: Quality Assurance for Scientific Paper--Code Alignment

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance

Can Large Language Models Forecast What Researchers Study Next?

LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification

GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models

Understanding the Behaviors of BERT in Ranking

I Don't Miss You, but I Do: Self-Explanation Faithfulness of Modality Missingness in Vision-Language Models

SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia

Longformer: The Long-Document Transformer

Multilingual Translation with Extensible Multilingual Pretraining and Finetuning

WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia

A safety realignment framework via subspace-oriented model fusion for large language models

Understanding On-Policy Distillation: A Mechanistic Interpretability Perspective via Sparse Crosscoders

Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates

Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

Fact over Fiction: Detection of Pathological Hallucinations in Sinhala-to-English Neural Machine Translation

Calibrated Language Models Must Hallucinate

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

A Systematic Review of Generative AI for Teaching and Learning Practice

Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts

Attribution Patching Outperforms Automated Circuit Discovery

Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment

ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

Emergent and Predictable Memorization in Large Language Models