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.

Search paper metadata (including unsummarized papers)

12,301 to 12,360 of 19,394

Art or Artifice? Large Language Models and the False Promise of Creativity
Tuhin Chakrabarty, Philippe Laban, Divyansh Agarwal +2
cs.CLcs.AIcs.HCarXiv:2309.14556v32023
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM
Hao Kang, Qingru Zhang, Souvik Kundu +4
cs.LGcs.AIcs.CLarXiv:2403.05527v42024
LLMs Encode Harmfulness and Refusal Separately
Jiachen Zhao, Jing Huang, Zhengxuan Wu +2
cs.CLarXiv:2507.11878v52025
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Mohammadreza Pourreza, Hailong Li, Ruoxi Sun +7
cs.LGcs.AIcs.CLarXiv:2410.01943v12024
Summaries:简体中文
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
Jinhao Jiang, Kun Zhou, Wayne Xin Zhao +1
cs.CLarXiv:2212.00959v22022
APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering
Jie Ding, Rui Sun, Xinyuan Zhang +2
cs.AIcs.CLarXiv:2609.02253v12026
When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents
Wen-Yu Chang, Yun-Nung Chen
cs.CLcs.AIarXiv:2609.03467v12026
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
Ji Qi, Ming Ding, Weihan Wang +8
cs.CVcs.CLarXiv:2402.04236v32024
DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
Fang Wang, Tianwei Yan, Zonghao Yang +4
cs.CLcs.AIcs.MAarXiv:2508.15876v12025
General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping
Gabriel Ilharco, Vihan Jain, Alexander Ku +2
cs.ROcs.AIcs.CLarXiv:1907.05446v22019
Efficient Nearest Neighbor Language Models
Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick
cs.CLarXiv:2109.04212v32021
Neuro-symbolic PRM: Enhancing Scientific Reasoning via Structured Traces and Symbolic Verification
Yuxin Zi, Cong Xu, Suparna Bhattacharya +2
cs.CLarXiv:2608.26329v12026
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
Lei Bai, Zongsheng Cao, Yang Chen +50
cs.CLarXiv:2606.30616v22026
Co-Writing with Opinionated Language Models Affects Users' Views
Maurice Jakesch, Advait Bhat, Daniel Buschek +2
cs.HCcs.AIcs.CLarXiv:2302.00560v12023
TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization
Lucheng Fu, Ye Yu, Yiyang Wang +4
cs.CLcs.AIcs.LGarXiv:2605.21318v22026
A Controllable Model of Grounded Response Generation
Zeqiu Wu, Michel Galley, Chris Brockett +8
cs.CLarXiv:2005.00613v22020
When Agent Governance Helps
Michael Ray Johnson, Linda Naimi
cs.CLcs.AIcs.CYarXiv:2609.05531v12026
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning
Prasetya Ajie Utama, Nafise Sadat Moosavi, Victor Sanh +1
cs.CLcs.AIarXiv:2109.04144v12021
Deriving Character Logic from Storyline as Codified Decision Trees
Letian Peng, Kun Zhou, Longfei Yun +2
cs.CLarXiv:2601.10080v12026
SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care
Tampu Ravi Kumar, Gaurav Najpande, Muhammad Ali Khan +7
cs.CLarXiv:2609.08364v12026
When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search
Yiling Tao, Shihan Deng, Meiling Tao +3
cs.CLarXiv:2606.27669v22026
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
Daya Guo, Canwen Xu, Nan Duan +2
cs.SEcs.AIcs.CLarXiv:2306.14893v12023
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
Jingwei Sun, Jianing Zhu, Jiangchao Yao +2
cs.CLarXiv:2605.19952v12026
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
Zeyuan Allen-Zhu
cs.CLarXiv:2512.17351v22025
Predicting Alignment Generalization with Value Representations
Andy Liu, Mehar Bhatia, Karolina Stanczak +3
cs.CLcs.AIcs.LGarXiv:2610.12410v12026
Sentiment Analysis in the Era of Large Language Models: A Reality Check
Wenxuan Zhang, Yue Deng, Bing Liu +2
cs.CLarXiv:2305.15005v12023
NormFormer: Improved Transformer Pretraining with Extra Normalization
Sam Shleifer, Jason Weston, Myle Ott
cs.CLcs.AIarXiv:2110.09456v22021
When Lexical Change Misleads: Rethinking Dynamic Topic Model Evaluation with Traditional and LLM-Based Metrics
Charu Karakkaparambil James
cs.CLarXiv:2608.13835v12026
The Halt Vector: Internalizing a Causal Steering Intervention for Efficient Reasoning
Dylan Jayabahu, Tinuade Adeleke
cs.LGcs.AIcs.CLarXiv:2608.28859v12026
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
Runsen Xu, Weiyao Wang, Hao Tang +5
cs.CVcs.CLarXiv:2505.17015v22025
When Retrieval Helps: Selective Retrieval for Single-Turn Mental-Health QA
Hyunseo Oh, Chong-Kwon Kim, Yoonhyuk Choi
cs.CLcs.IRarXiv:2609.03454v12026
SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models
Hongxing Li, Jinyue Su, Dingming Li +5
cs.CVcs.CLarXiv:2610.12402v12026
Learning Deep Transformer Models for Machine Translation
Qiang Wang, Bei Li, Tong Xiao +4
cs.CLcs.LGarXiv:1906.01787v12019
CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments
Yuxuan Li, Will Epperson, Wesley Deng +1
cs.AIcs.CLarXiv:2609.27273v12026
Hallucinations Undermine Trust; Metacognition is a Way Forward
Gal Yona, Mor Geva, Yossi Matias
cs.CLarXiv:2605.01428v12026
Learning to Transduce with Unbounded Memory
Edward Grefenstette, Karl Moritz Hermann, Mustafa Suleyman +1
cs.NEcs.CLcs.LGarXiv:1506.02516v32015
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions
Rindranirina Ramamonjison, Timothy T. Yu, Raymond Li +8
cs.CLcs.AIarXiv:2303.08233v22023
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
Rujun Han, Yuhao Zhang, Peng Qi +6
cs.CLcs.AIarXiv:2407.13998v22024
Revisiting the Shape Convention of Transformer Language Models
Feng-Ting Liao, Meng-Hsi Chen, Guan-Ting Yi +1
cs.CLcs.AIcs.LGarXiv:2602.06471v12026
Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models
Hyunjong Ok, Jaeho Lee
cs.CLcs.AIcs.LGarXiv:2601.14152v22026
Scaling Beyond Masked Diffusion Language Models
Subham Sekhar Sahoo, Jean-Marie Lemercier, Zhihan Yang +4
cs.LGcs.CLarXiv:2602.15014v12026
AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
Yunjia Qi, Hao Peng, Xiaozhi Wang +5
cs.AIcs.CLarXiv:2505.16944v12025
Distinguish Confusing Law Articles for Legal Judgment Prediction
Nuo Xu, Pinghui Wang, Long Chen +3
cs.CLcs.AIarXiv:2004.02557v32020
WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
Zhisong Zhang, Tianqing Fang, Kaixin Ma +4
cs.CLcs.AIarXiv:2504.11788v32025
PARTAB: Partition-Aware Reasoning with Structured Evidence for Scalable Table Understanding
Md Mahadi Hasan Nahid, Davood Rafiei
cs.CLcs.AIcs.IRarXiv:2608.24082v12026
OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents
Yulin Hu, Zimo Long, Jiahe Guo +5
cs.CLcs.AIarXiv:2601.13722v12026
Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations
Jiatao Gu, Yong Wang, Kyunghyun Cho +1
cs.CLarXiv:1906.01181v12019
TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
Zhenyu Hou, Ziniu Hu, Yujiang Li +3
cs.LGcs.CLarXiv:2506.11902v12025
Neural Cross-Lingual Named Entity Recognition with Minimal Resources
Jiateng Xie, Zhilin Yang, Graham Neubig +2
cs.CLarXiv:1808.09861v22018
Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models
Guoming Ling, Zhongzhan Huang, Yupei Lin +4
cs.CLarXiv:2601.11340v22026
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning
Sandeep Subramanian, Adam Trischler, Yoshua Bengio +1
cs.CLarXiv:1804.00079v12018
Evaluating Factuality in Generation with Dependency-level Entailment
Tanya Goyal, Greg Durrett
cs.CLarXiv:2010.05478v22020
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?
Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick +2
cs.CVcs.CLarXiv:1606.03556v22016
Decoupled Analysis-Judging: An Automated Creativity Evaluator Using LLMs in Complex Multi-step Creativity Tasks
Xiangyu Wang, Jin Wu, Xiaoyu Li +2
cs.CLarXiv:2609.03432v12026
A Comparative Study on End-to-end Speech to Text Translation
Parnia Bahar, Tobias Bieschke, Hermann Ney
cs.CLcs.LGeess.ASarXiv:1911.08870v12019
Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis
Seyed Mahdi Rezaeinia, Ali Ghodsi, Rouhollah Rahmani
cs.CLcs.IRarXiv:1711.08609v12017
LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals
Gilat Toker, Nitay Calderon, Ohad Amosy +1
cs.CLcs.AIarXiv:2601.10700v22026
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game
Silin Du, Xiaowei Zhang
cs.CLcs.AIcs.HCarXiv:2404.01602v22024
Towards General Agentic Intelligence via Environment Scaling
Runnan Fang, Shihao Cai, Baixuan Li +13
cs.CLarXiv:2509.13311v12025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
Shuang Sun, Huatong Song, Yuhao Wang +10
cs.CLcs.AIcs.IRarXiv:2505.16834v32025

Computation and Language

Art or Artifice? Large Language Models and the False Promise of Creativity

GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM

LLMs Encode Harmfulness and Refusal Separately

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL

UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph

APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering

When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents

CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning

DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking

General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping

Efficient Nearest Neighbor Language Models

Neuro-symbolic PRM: Enhancing Scientific Reasoning via Structured Traces and Symbolic Verification

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Co-Writing with Opinionated Language Models Affects Users' Views

TextReg: Mitigating Prompt Distributional Overfitting via Regularized Text-Space Optimization

A Controllable Model of Grounded Response Generation

When Agent Governance Helps

Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning

Deriving Character Logic from Storyline as Codified Decision Trees

SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care

When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search

LongCoder: A Long-Range Pre-trained Language Model for Code Completion

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Predicting Alignment Generalization with Value Representations

Sentiment Analysis in the Era of Large Language Models: A Reality Check

NormFormer: Improved Transformer Pretraining with Extra Normalization

When Lexical Change Misleads: Rethinking Dynamic Topic Model Evaluation with Traditional and LLM-Based Metrics

The Halt Vector: Internalizing a Causal Steering Intervention for Efficient Reasoning

Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models

When Retrieval Helps: Selective Retrieval for Single-Turn Mental-Health QA

SpaceCast-Bench: Evaluating Predictive Spatial Reasoning in Vision-Language Models

Learning Deep Transformer Models for Machine Translation

CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments

Hallucinations Undermine Trust; Metacognition is a Way Forward

Learning to Transduce with Unbounded Memory

NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering

Revisiting the Shape Convention of Transformer Language Models

Lost in the Prompt Order: Revealing the Limitations of Causal Attention in Language Models

Scaling Beyond Masked Diffusion Language Models

AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios

Distinguish Confusing Law Articles for Legal Judgment Prediction

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms

PARTAB: Partition-Aware Reasoning with Structured Evidence for Scalable Table Understanding

OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents

Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations

TreeRL: LLM Reinforcement Learning with On-Policy Tree Search

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

Evaluating Factuality in Generation with Dependency-level Entailment

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Decoupled Analysis-Judging: An Automated Creativity Evaluator Using LLMs in Complex Multi-step Creativity Tasks

A Comparative Study on End-to-end Speech to Text Translation

Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis

LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals

Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game

Towards General Agentic Intelligence via Environment Scaling

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis