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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14,821 to 14,880 of 19,222

Chain of Draft: Thinking Faster by Writing Less
Silei Xu, Wenhao Xie, Lingxiao Zhao +1
cs.CLarXiv:2502.18600v22025
Learning When to Commit from Partial Speech for End-to-End Simultaneous Speech Translation
Hieu Hoang, Amittai Axelrod
cs.CLarXiv:2610.02612v12026
C-Unseen: Weak Signal Detection in Dynamic Temporal Knowledge Graphs via LLM Reasoning
Yassir Lairgi, Ludovic Moncla, Khalid Benabdeslem +2
cs.AIcs.CLcs.SIarXiv:2608.26870v12026
ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks
Pranshav Gajjar, Vijay K. Shah
cs.NIcs.AIcs.CLarXiv:2407.06245v22024
RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
Tianyu Yu, Yuan Yao, Haoye Zhang +8
cs.CLcs.CVarXiv:2312.00849v22023
GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark
Lotta Kiefer, Christoph Leiter, Sotaro Takeshita +2
cs.CLarXiv:2601.13711v22026
Overtrained Language Models Are Harder to Fine-Tune
Jacob Mitchell Springer, Sachin Goyal, Kaiyue Wen +5
cs.CLcs.AIarXiv:2503.19206v22025
MaxMin-RLHF: Alignment with Diverse Human Preferences
Souradip Chakraborty, Jiahao Qiu, Hui Yuan +5
cs.CLcs.AIcs.LGarXiv:2402.08925v22024
NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social Media
Saeedreza Shehnepoor, Mostafa Salehi, Reza Farahbakhsh +1
cs.SIcs.CLcs.IRarXiv:1703.03609v12017
Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech
Vadim Popov, Ivan Vovk, Vladimir Gogoryan +2
cs.LGcs.CLstat.MLarXiv:2105.06337v22021
EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
Guibin Zhang, Haiyang Yu, Kaiming Yang +4
cs.CLcs.MAarXiv:2601.02695v12026
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation
Meriem Boubdir, Edward Kim, Beyza Ermis +2
cs.CLcs.AIarXiv:2311.17295v12023
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets
Irene Solaiman, Christy Dennison
cs.CLcs.CYarXiv:2106.10328v22021
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models
Bryan A. Plummer, Liwei Wang, Chris M. Cervantes +3
cs.CVcs.CLarXiv:1505.04870v42015
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles
Ryan Louie, Ananjan Nandi, William Fang +3
cs.CLcs.HCarXiv:2407.00870v22024
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite
Xun Wang, Tao Ge, Allen Mao +3
cs.CLarXiv:2212.10190v12022
Evaluating Criterion-Conditioned Behaviour of Large Language Models in Content Moderation
Danting Zhang, Bei Peng, Robert Loftin
cs.CLarXiv:2609.03814v12026
Efficient Training of Language Models to Fill in the Middle
Mohammad Bavarian, Heewoo Jun, Nikolas Tezak +4
cs.CLarXiv:2207.14255v12022
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
Peng Xia, Rujun Han, Zifeng Wang +11
cs.LGcs.AIcs.CLarXiv:2609.24972v12026
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
Yuxiang Zhang, Jing Chen, Junjie Wang +10
cs.CLcs.AIarXiv:2406.20015v22024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling
Yongchao Chen, Jacob Arkin, Yilun Hao +3
cs.CLcs.AIcs.HCarXiv:2402.08702v42024
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
Haoqin Tu, Chenhang Cui, Zijun Wang +6
cs.CVcs.CLcs.LGarXiv:2311.16101v12023
ProcArena: A Multi-Scenario Benchmark for LLMs on Direct and Interactive PL/SQL Development from Natural Language
Hang Zhang, Chaokun Wang, Yuzhi Pan +12
cs.CLcs.AIcs.DBarXiv:2609.06527v12026
Topic Matching in the Wild: Benchmark and Lessons from Real-World ASR Transcripts
Saman Rahbar, Xiliang Zhu, Irvin Cardoza +1
cs.CLcs.AIcs.LGarXiv:2609.00330v12026
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training
Weizhen Qi, Yu Yan, Yeyun Gong +5
cs.CLarXiv:2001.04063v32020
Theoretical Limitations of Self-Attention in Neural Sequence Models
Michael Hahn
cs.CLcs.FLcs.LGarXiv:1906.06755v22019
Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness
Haochen Wang, Yucheng Zhao, Tiancai Wang +3
cs.CVcs.AIcs.CLarXiv:2504.01901v12025
Gemma 2: Improving Open Language Models at a Practical Size
Gemma Team, Morgane Riviere, Shreya Pathak +195
cs.CLcs.AIarXiv:2408.00118v32024
Dual-Space Knowledge Distillation for Large Language Models
Songming Zhang, Xue Zhang, Zengkui Sun +2
cs.CLcs.AIarXiv:2406.17328v32024
Edu-QuRating: Multi-Dimensional Educational Data Curation with Distilled Pairwise Judgements
Oliver G. B. Garrod, Robin A. A. Ince, Meng Liu +5
cs.CLcs.AIarXiv:2609.09425v12026
Agents' Last Exam
Yiyou Sun, Xinyang Han, Weichen Zhang +307
cs.AIcs.CLcs.LGarXiv:2606.05405v22026
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning
Lynn Chua, Badih Ghazi, Yangsibo Huang +6
cs.CLcs.CRcs.LGarXiv:2406.14322v32024
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut +2
cs.CLcs.LGarXiv:2104.06378v52021
It Takes Two: Your GRPO Is Secretly DPO
Yihong Wu, Liheng Ma, Lei Ding +9
cs.LGcs.CLarXiv:2510.00977v32025
LEVER: Learning to Verify Language-to-Code Generation with Execution
Ansong Ni, Srini Iyer, Dragomir Radev +4
cs.LGcs.CLcs.PLarXiv:2302.08468v32023
Dataless Knowledge Fusion by Merging Weights of Language Models
Xisen Jin, Xiang Ren, Daniel Preotiuc-Pietro +1
cs.CLcs.LGarXiv:2212.09849v62022
Towards Event-oriented Long Video Understanding
Yifan Du, Kun Zhou, Yuqi Huo +7
cs.CVcs.CLcs.MMarXiv:2406.14129v12024
Rank1: Test-Time Compute for Reranking in Information Retrieval
Orion Weller, Kathryn Ricci, Eugene Yang +3
cs.IRcs.CLcs.LGarXiv:2502.18418v22025
CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration
Xinming Hou, Mingming Yang, Wenxiang Jiao +3
cs.CLarXiv:2406.13381v12024
Every Ablation Is a Dose: Counterweights and the Semblance of Self-Repair
Areeb Ahmad, Pratinav Seth, Vinay Kumar Sankarapu
cs.LGcs.CLarXiv:2610.02173v12026
Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning
Stephanie Okoye
cs.CLcs.AIarXiv:2608.21369v12026
Compressing Long Context into Answer-Aligned Memory Embeddings for LLM Inference
Md Mostafizer Rahman, Md Faizul Ibne Amin, Md Shahajada Mia +2
cs.CLcs.AIarXiv:2609.25537v12026
How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks
Longju Bai, Zhemin Huang, Xingyao Wang +5
cs.CLcs.AIcs.CYarXiv:2604.22750v22026
Reasoning to Learn from Latent Thoughts
Yangjun Ruan, Neil Band, Chris J. Maddison +1
cs.LGcs.AIcs.CLarXiv:2503.18866v22025
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination
Pengfei Zhou, Weiqing Min, Chaoran Fu +5
cs.CLcs.AIarXiv:2406.10261v12024
From Knowledge Access to Source Learning: Developing Source-Specific Competence
Lucheng Fu, Kejing Xia, Yiyang Wang +10
cs.CLcs.AIcs.LGarXiv:2610.02150v12026
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
Z. Z. Ren, Zhihong Shao, Junxiao Song +15
cs.CLcs.AIarXiv:2504.21801v22025
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer
Juncen Li, Robin Jia, He He +1
cs.CLarXiv:1804.06437v12018
StarSpace: Embed All The Things!
Ledell Wu, Adam Fisch, Sumit Chopra +3
cs.CLarXiv:1709.03856v52017
Evaluating In-Context Learning of Libraries for Code Generation
Arkil Patel, Siva Reddy, Dzmitry Bahdanau +1
cs.CLarXiv:2311.09635v22023
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects
Chengyan Wu, Yiqiang Cai, Yang Liu +5
cs.CLarXiv:2505.20511v22025
SlideLab: Audience-Centered Scientific Slide Generation and Evaluation
Vidushee Vats, Karun Sharma, Yuxia Wang
cs.CLcs.AIarXiv:2609.30294v22026
Text2Action: Generative Adversarial Synthesis from Language to Action
Hyemin Ahn, Timothy Ha, Yunho Choi +2
cs.LGcs.CLcs.ROarXiv:1710.05298v22017
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents
Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin +2
cs.CLarXiv:2406.08747v22024
Where-OPD: Spatially Guided On-Policy Self-Distillation of MLLMs with Synthetic Scenes
Sophia Sirko-Galouchenko, Monika Wysoczanska, Andrei Bursuc +2
cs.CVcs.AIcs.CLarXiv:2610.02117v12026
End-to-End Speech Translation with Knowledge Distillation
Yuchen Liu, Hao Xiong, Zhongjun He +4
cs.CLarXiv:1904.08075v12019
Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification
Martin Juan José Bucher, Marco Martini
cs.CLcs.AIarXiv:2406.08660v22024
ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning
Yihong Tang, Zhaokai Wang, Ao Qu +11
cs.AIcs.CLcs.LGarXiv:2402.07204v52024
Large Language Model Unlearning via Embedding-Corrupted Prompts
Chris Yuhao Liu, Yaxuan Wang, Jeffrey Flanigan +1
cs.CLcs.AIcs.LGarXiv:2406.07933v22024
AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents
Haoyu Wang, Christopher M. Poskitt, Jun Sun
cs.AIcs.CLarXiv:2503.18666v32025

Computation and Language

Chain of Draft: Thinking Faster by Writing Less

Learning When to Commit from Partial Speech for End-to-End Simultaneous Speech Translation

C-Unseen: Weak Signal Detection in Dynamic Temporal Knowledge Graphs via LLM Reasoning

ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark

Overtrained Language Models Are Harder to Fine-Tune

MaxMin-RLHF: Alignment with Diverse Human Preferences

NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social Media

Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech

EvoRoute: Experience-Driven Self-Routing LLM Agent Systems

Elo Uncovered: Robustness and Best Practices in Language Model Evaluation

Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets

Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles

Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite

Evaluating Criterion-Conditioned Behaviour of Large Language Models in Content Moderation

Efficient Training of Language Models to Fill in the Middle

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models

PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling

How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs

ProcArena: A Multi-Scenario Benchmark for LLMs on Direct and Interactive PL/SQL Development from Natural Language

Topic Matching in the Wild: Benchmark and Lessons from Real-World ASR Transcripts

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

Theoretical Limitations of Self-Attention in Neural Sequence Models

Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness

Gemma 2: Improving Open Language Models at a Practical Size

Dual-Space Knowledge Distillation for Large Language Models

Edu-QuRating: Multi-Dimensional Educational Data Curation with Distilled Pairwise Judgements

Agents' Last Exam

Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning

QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering

It Takes Two: Your GRPO Is Secretly DPO

LEVER: Learning to Verify Language-to-Code Generation with Execution

Dataless Knowledge Fusion by Merging Weights of Language Models

Towards Event-oriented Long Video Understanding

Rank1: Test-Time Compute for Reranking in Information Retrieval

CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration

Every Ablation Is a Dose: Counterweights and the Semblance of Self-Repair

Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning

Compressing Long Context into Answer-Aligned Memory Embeddings for LLM Inference

How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks

Reasoning to Learn from Latent Thoughts

FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination

From Knowledge Access to Source Learning: Developing Source-Specific Competence

DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition

Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer

StarSpace: Embed All The Things!

Evaluating In-Context Learning of Libraries for Code Generation

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects

SlideLab: Audience-Centered Scientific Slide Generation and Evaluation

Text2Action: Generative Adversarial Synthesis from Language to Action

StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

Where-OPD: Spatially Guided On-Policy Self-Distillation of MLLMs with Synthetic Scenes

End-to-End Speech Translation with Knowledge Distillation

Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Large Language Model Unlearning via Embedding-Corrupted Prompts

AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents