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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12,961 to 13,020 of 19,371

Agentic Reinforced Policy Optimization
Guanting Dong, Hangyu Mao, Kai Ma +11
cs.LGcs.AIcs.CLarXiv:2507.19849v12025
Qwen3-TTS Technical Report
Hangrui Hu, Xinfa Zhu, Ting He +13
cs.SDcs.CLeess.ASarXiv:2601.15621v12026
Summaries:简体中文
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
Katherine A. Keith, David Jensen, Brendan O'Connor
cs.CLarXiv:2005.00649v12020
A Comparative Survey of Recent Natural Language Interfaces for Databases
Katrin Affolter, Kurt Stockinger, Abraham Bernstein
cs.DBcs.CLcs.LGarXiv:1906.08990v12019
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans
Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai
cs.CLarXiv:2401.08495v22024
Large Language Models Pass the Turing Test
Cameron R. Jones, Benjamin K. Bergen
cs.CLcs.HCarXiv:2503.23674v12025
Joint Training Is Not Enough: Conditioned Cross-Granularity Training for Multimodal Document Understanding
Chengguang Gan, Yunhao Liang, Hanjun Wei +2
cs.CLarXiv:2609.00756v12026
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Wanxiang Che, Yunlong Feng, Libo Qin +1
cs.CLarXiv:2009.11616v42020
Docling Technical Report
Christoph Auer, Maksym Lysak, Ahmed Nassar +16
cs.CLcs.CVcs.SEarXiv:2408.09869v52024
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
Xiaoying Zhang, Yipeng Zhang, Hao Sun +4
cs.CLcs.AIarXiv:2506.03106v72025
Long Short-Term Memory-Networks for Machine Reading
Jianpeng Cheng, Li Dong, Mirella Lapata
cs.CLcs.NEarXiv:1601.06733v72016
Large Language Models for Data Annotation and Synthesis: A Survey
Zhen Tan, Dawei Li, Song Wang +7
cs.CLarXiv:2402.13446v32024
The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems
Xiaoze Liu, Ruowang Zhang, Weichen Yu +7
cs.CLcs.CVcs.LGarXiv:2602.15382v22026
LLaMA Pro: Progressive LLaMA with Block Expansion
Chengyue Wu, Yukang Gan, Yixiao Ge +5
cs.CLarXiv:2401.02415v22024
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru +15
cs.CLarXiv:2212.12017v32022
When BERT Plays the Lottery, All Tickets Are Winning
Sai Prasanna, Anna Rogers, Anna Rumshisky
cs.CLcs.LGarXiv:2005.00561v22020
Scaling Laws for Fine-Grained Mixture of Experts
Jakub Krajewski, Jan Ludziejewski, Kamil Adamczewski +9
cs.LGcs.AIcs.CLarXiv:2402.07871v12024
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence
Ling Yang, Zhenfei Yin, Yingcheng Wu
cs.CLarXiv:2609.15973v12026
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition
Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan +1
cs.CLarXiv:2004.03066v22020
TEACh: Task-driven Embodied Agents that Chat
Aishwarya Padmakumar, Jesse Thomason, Ayush Shrivastava +6
cs.CVcs.AIcs.CLarXiv:2110.00534v32021
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
Jared Fernandez, Clara Na, Vashisth Tiwari +3
cs.CLcs.LGarXiv:2504.17674v12025
Semifactual Credit-Augmented Policy Optimization
Junshu Pan, Zhizhang Fu, Shulin Huang +5
cs.LGcs.AIcs.CLarXiv:2609.40360v12026
Context Training with Active Information Seeking
Zeyu Huang, Adhiguna Kuncoro, Qixuan Feng +4
cs.CLcs.AIarXiv:2605.13050v22026
Natural Language to Code Translation with Execution
Freda Shi, Daniel Fried, Marjan Ghazvininejad +2
cs.CLcs.SEarXiv:2204.11454v22022
HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application
Yiqian Yang, Tian Lan, Qianghuai Jia +6
cs.AIcs.CLcs.MAarXiv:2510.19631v12025
Multi-Topic Multi-Document Summarizer
Fatma El-Ghannam, Tarek El-Shishtawy
cs.CLarXiv:1401.0640v12014
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
Haibo Wang, Bo Feng, Zhengfeng Lai +6
cs.CVcs.AIcs.CLarXiv:2505.05467v22025
Medical Hallucinations in Foundation Models and Their Impact on Healthcare
Yubin Kim, Hyewon Jeong, Shan Chen +24
cs.CLcs.AIcs.CYarXiv:2503.05777v22025
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder +1
cs.CLcs.IRarXiv:2005.00357v52020
PromptTTS 2: Describing and Generating Voices with Text Prompt
Yichong Leng, Zhifang Guo, Kai Shen +12
eess.AScs.CLcs.LGarXiv:2309.02285v22023
TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
Ronen Eldan, Yuanzhi Li
cs.CLcs.AIcs.LGarXiv:2305.07759v22023
Memorization Dynamics in Knowledge Distillation for Language Models
Jaydeep Borkar, Karan Chadha, Niloofar Mireshghallah +6
cs.CLarXiv:2601.15394v22026
DPPM: Dual-Path Parametric Memory for Personalized Language Models
Yuhao Chen, Shuochen Liu, Jiayao Shi +7
cs.CLarXiv:2610.11776v12026
Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs
Lecheng Yan, Ruizhe Li, Guanhua Chen +5
cs.LGcs.CLarXiv:2601.11061v22026
Headroom-Drift Replay: A Primitive for Principled Replay Control in GRPO
Hyun Bin Park, Du-Seong Chang
cs.LGcs.AIcs.CLarXiv:2609.03941v12026
ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics
Zhangir Azerbayev, Bartosz Piotrowski, Hailey Schoelkopf +3
cs.CLcs.AIcs.LOarXiv:2302.12433v12023
The Massive Legal Embedding Benchmark (MLEB)
Umar Butler, Abdur-Rahman Butler, Adrian Lucas Malec
cs.CLcs.AIcs.IRarXiv:2510.19365v12025
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Yaowei Zheng, Richong Zhang, Junhao Zhang +4
cs.CLcs.AIarXiv:2403.13372v42024
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery
Young-Jun Lee, Jinheon Baek, Soyeong Jeong +5
cs.CLarXiv:2609.40340v12026
DART: Open-Domain Structured Data Record to Text Generation
Linyong Nan, Dragomir Radev, Rui Zhang +21
cs.CLarXiv:2007.02871v22020
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
Zhiheng Xi, Xin Guo, Yang Nan +18
cs.LGcs.AIcs.CLarXiv:2510.18927v12025
Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation
Tirth Bhatt, Naren Kumar S, Mayank Singh
cs.CLcs.AIarXiv:2608.05785v12026
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
Changle Qu, Sunhao Dai, Hengyi Cai +3
cs.CLcs.AIarXiv:2601.10712v12026
ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models
Jun Zhang, Jiasheng Zheng, Boxi Cao +5
cs.CLcs.AIarXiv:2606.23404v12026
Biomedical Entity Representations with Synonym Marginalization
Mujeen Sung, Hwisang Jeon, Jinhyuk Lee +1
cs.CLcs.LGarXiv:2005.00239v12020
Protocol Compression Changes Which Party Pays: Bilateral Cost in Cross-Organization LLM Agent Communication
Janghoon Lee
cs.CLarXiv:2609.06129v12026
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
Yu Bai, Fan Chen, Huan Wang +2
cs.LGcs.AIcs.CLarXiv:2306.04637v22023
A Multi-Agent LLM System for Automated Tuning of Specialized Neural Network Models
Ivan Moloshnikov, Dmitry Kunitsyn, Alexander Sboev +3
cs.AIcs.CLcs.LGarXiv:2610.13663v12026
ACE: Adapter Consolidation across Experts for Parameter-Efficient Fine-Tuning of MoE LLMs
Ahin Lee, Sehyun Yun, Joonha Park +1
cs.LGcs.AIcs.CLarXiv:2609.06072v12026
PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction
Hengyi Zheng, Rui Wen, Xi Chen +7
cs.CLarXiv:2106.09895v12021
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Anisha Gunjal, Anthony Wang, Elaine Lau +4
cs.LGcs.AIcs.CLarXiv:2507.17746v22025
Skaling: Chinchilla's Exponents Meet Kaplan's Coupling
Mathurin Videau, Badr Youbi-Idrissi, David Lopez-Paz +1
cs.CLarXiv:2608.07222v12026
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
Jiangshu Du, Yibo Wang, Wenting Zhao +37
cs.CLarXiv:2406.16253v32024
Reward-free Alignment for Conflicting Objectives
Peter Chen, Xiaopeng Li, Xi Chen +1
cs.CLcs.AIcs.LGarXiv:2602.02495v32026
Don't Lose Entities from Retrieval to Generation: Dual Entity Recovery RAG for multi-hop QA
Heechang Lee, Dong-Young Lim
cs.CLarXiv:2609.06065v12026
Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation
Julia Belikova, Rauf Parchiev, Evgeny Egorov +4
cs.AIcs.CLcs.SEarXiv:2606.23127v12026
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society
Firoj Alam, Shaden Shaar, Fahim Dalvi +14
cs.CLcs.CYcs.IRarXiv:2005.00033v52020
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
Minki Kang, Jin Myung Kwak, Jinheon Baek +1
cs.CLcs.AIcs.LGarXiv:2305.18846v12023
Task-Oriented Dialogue as Dataflow Synthesis
Semantic Machines, Jacob Andreas, John Bufe +43
cs.CLarXiv:2009.11423v32020
Where Cognition Lives: Dissecting Emergent from Computed Function in a Minimal Complete Cognitive Architecture
Francisco M. Arrabal-Campos, Francisco G. Montoya, Alfredo Alcayde +1
cs.AIcs.CLcs.LGarXiv:2608.22347v12026

Computation and Language

Agentic Reinforced Policy Optimization

Qwen3-TTS Technical Report

Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates

A Comparative Survey of Recent Natural Language Interfaces for Databases

Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans

Large Language Models Pass the Turing Test

Joint Training Is Not Enough: Conditioned Cross-Granularity Training for Multimodal Document Understanding

N-LTP: An Open-source Neural Language Technology Platform for Chinese

Docling Technical Report

Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback

Long Short-Term Memory-Networks for Machine Reading

Large Language Models for Data Annotation and Synthesis: A Survey

The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems

LLaMA Pro: Progressive LLaMA with Block Expansion

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization

When BERT Plays the Lottery, All Tickets Are Winning

Scaling Laws for Fine-Grained Mixture of Experts

Discovery Foundation Models: Toward Open-Ended Discovery Intelligence

Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition

TEACh: Task-driven Embodied Agents that Chat

Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Semifactual Credit-Augmented Policy Optimization

Context Training with Active Information Seeking

Natural Language to Code Translation with Execution

HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application

Multi-Topic Multi-Document Summarizer

StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant

Medical Hallucinations in Foundation Models and Their Impact on Healthcare

Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research

PromptTTS 2: Describing and Generating Voices with Text Prompt

TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Memorization Dynamics in Knowledge Distillation for Language Models

DPPM: Dual-Path Parametric Memory for Personalized Language Models

Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs

Headroom-Drift Replay: A Primitive for Principled Replay Control in GRPO

ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

The Massive Legal Embedding Benchmark (MLEB)

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery

DART: Open-Domain Structured Data Record to Text Generation

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Task-Conditional Flow Matching for Balanced Multilingual Text Embedding Adaptation

MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching

ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models

Biomedical Entity Representations with Synonym Marginalization

Protocol Compression Changes Which Party Pays: Bilateral Cost in Cross-Organization LLM Agent Communication

Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection

A Multi-Agent LLM System for Automated Tuning of Specialized Neural Network Models

ACE: Adapter Consolidation across Experts for Parameter-Efficient Fine-Tuning of MoE LLMs

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Skaling: Chinchilla's Exponents Meet Kaplan's Coupling

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing

Reward-free Alignment for Conflicting Objectives

Don't Lose Entities from Retrieval to Generation: Dual Entity Recovery RAG for multi-hop QA

Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society

Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Task-Oriented Dialogue as Dataflow Synthesis

Where Cognition Lives: Dissecting Emergent from Computed Function in a Minimal Complete Cognitive Architecture